From 7df211dee3b4210d00fcdc027ad7eeac4261f82d Mon Sep 17 00:00:00 2001 From: Stuart Miller Date: Fri, 10 Apr 2020 09:14:31 -0500 Subject: [PATCH] New forest run to save most important features --- _pickles/autoencoder_rf_best_params | Bin 277 -> 277 bytes _pickles/sorted_important_features | Bin 0 -> 12333 bytes ...ee_importances_autoencoder_embeddings.html | 1812 ++-- ...ee_importances_autoencoder_embeddings.html | 7976 ++++++++--------- 4 files changed, 4894 insertions(+), 4894 deletions(-) create mode 100644 _pickles/sorted_important_features diff --git a/_pickles/autoencoder_rf_best_params b/_pickles/autoencoder_rf_best_params index 44bfc60f801edbc3e5dc6c015fc85a55a32d7475..c9373b50f2b29c0740ddcdd1b57e94972b6267bb 100644 GIT binary patch delta 25 hcmbQrG?i&WHPbt$iM8sCToacXvJ@8q$_*bidMefS^$Z|%h~ z+_d%1x5CW}_MJH1Hnnx9u5Mb+a>KMbPQ9zaE%wbg!ar)QcGK9@>Ts)lFG*`=P18G0 z`m@t99Cby5+w4aQYc+#2QJ-E|; z0ROqvH8r&xt5q|#dINXV>vgrG!Cm$t6ky$!8fIq|?zZp1ALKF8t>GTlDVeUeI!^M} zW}}7cskKg5ZNk0w-8efLX&HKF)pC~9rmEL8xR1x=${o#YHFUK@XSv^g22j$YVf8A6!8v2Um)VijLlJKB?SE@RVtL=8PQH$4qC^mQ5Iq?ec zu>F`^T31_|Q$y8FJd=Y8b-I?L_Qw7d4<2E2=4{YbH(AM4g-44jtQbb!a@uACkFVIb z=Cz9#fy4G~`CnCC?>0J{@EE&AS{WX<6{#Zqp6=W+I%+dB!4td*jpw(1lC_GhOJmZy z@Kk=?8k$>yeIsr`=Si)0v>YO_aZIhIHP+Q7-1it; zB6kiPONNfyj}|Q~r;!KsTBD5tej>jGooglv7dgz6lq2nu-7GZY$$UB%$DF#h)PYkx zIW{LJrE~|JW}D^4Fy_t8G!WnnM-oRbDr;a6cQ)G^oVD-AV{z8;Slci=%SN+dI5k)F zBRD4mkdBl3?>whO+pwIx!reXQ z;6N>hN9K67)5`L1$$q+E?F>iA7mn#&35QqwU|Si6ZV*8&HZq}7rIppuNQ76=$aQv7 zoVu}VDeFPw$<{aDT&UermrCSujXgce%UF>KPk#J@=}HM z^HLWx-xMPQ*4Wq_k~O1_X3;Kc2(?(FEJJr}wGB-!2Q0B_bWMVC6O+)WX_iHhY<8f< z4vurA?zFp0&4#rKIv3&OOi3D;WEn8nRxFPg(y$QTx$?BRit<*t3j%)^E6K~8r@5pt zjd~YVWG~vf3MKwJO@`w;An#9X&aG9{yoJO6U12zjLdNmDIPY$%nzA&(sA|YX@ zapD!;V&8*`uvxg$GmCI)tE!GP83v)Ry^b!Wvi zx^0I{_Cc&dq8e`)+YKC^I6L5U+e}eD*nVn{oT?$=o9uWZNhy~-M;^vdY8!1V7UX6O zF8a&523s7v(zP|!T6Ne`?XHPO)i?lqW&fOlzD!nz6*d=f3lr>Y$(nIHySA8fe0tt^rxq6 zxxr=Fk-4vz%!t(;!vcbeWATEmP>i?TZ4W}pj$_ztHVEEX$n-{@JN5*OII!8z80i@E z`B(+};iBUC{C?$VMAjE&49FjjEE2Jw=i$@196^gPVSmcd%a`J409Q&0RLdPp_jX}d z24H;bl%q;>$7SV}(&=J2K>(_E5%ywtPOl;it+DXDF}y9GxRmxO-TKh|Qwh!V_6mO{ zVOkr85mvVkD_J^^90PxQ03U82N!>-rq-)LC*$LRXK_3AZqb4xF16NF;N9m2=3(~?{zD<}EdQf()}ZFp4%e$fu$Bp8e7(Otjq!N-=ugrmd4TZQIy z1Gm>h=H>=Ip7k|*F||n*5+PVAJA7Vc*B=iQKftu|qA`4&)FMt{BzMU4>JGvz6>4K0 zsmVKM3K8jH!N-@7CU1=$zu!meeuDINm0mUSbc~SCBk1qKCvy0Z$xQ9#)NF|%H#OCS zcjXkO%U!xETV~fCUOwsv@NQmZL(|p}gsKR~C)vkRb8!e&I6W>z-Vl8+!ocrE@X4Gz zEWfO_8qLk*LJ6P3rL`A~olEYHKb*p+&aE1RHJ>IUZoZ1nve_U6{d7q}_Ym%MHH)O* zW8Z-1B29V&f7pljUe#7ew`uZcNMG%-)rMBr#TN7 z*8Q`uO5CD*ENS~W5@;%j=V}c;*FK$Yp9V?3I8#atLIjFIIP90Q;`3tUK(15?FqXd^ zV9tGhDLJ$IL4rdyH|Syf^x+F~b&_H>m&MC*z<*RVN;B*sY=2cnbz@)Q?V2eme03q@k*6eK zk5+6N`U-pv6BT5v*c<6=I=azuHVku({{>$g-%c_Hj?{e_zE0Nes&lK8z8@Z6$664= z*UNKMiPANGg0LRJH?Wq~Ad0yT-)KLR+InC2bItxH`|)%F?_7q<<%tOV@kDs=&86ey zLfslswmqkeTrm!i)P2j|$B}D(t9>rry-MBLL=GooS>e8oi5i-^x_R~OvbVsViaW30 zAtS30G8l$qj4Gw)Q2~YTyox-EiP!T=l1JagF_zqE=-Q@Zti@qoG_ zMC8;SGPo!dKJvI9WD>zskY-zSZa&lxNpP&#)2bQp!&ecm=>a)he}uP6QZv5ZaIXDm zDdNguj1-o2haY1@v#v6L;m5N`s_b+A#2#7qGB!DWQX(|3JhOZH+CiB0Q(O?5bpNYB zlAqqcwB^`dAsv3kKAt91rTcP9C@s2t`R*`+pOuumkPmA6S!IDEjBYDO;OF)Zj`koN zhX}VdKk#;3MT3by+QC$UpWnwbjij`|FW4ti^{axNumF9C9fTsy{Y4qrC9gU)B1*yw z;Fso*cI@?Ll;)R9KseiQz&oq!BL@FU$=hXe&<*I0Lbn{mkzbXhwju{&cz|D%^fOzG zGw9b#G+c(PV~{PJCHM{d?0#k|RPRE_{HAn18*lc|ybb(T1w5UH-?pE`t&?Po=cjkw zlqY5V=ilL-5?QKWS;x}otWskpc^vv(zK?UuA-NdB?-eR@{4SQRb?I*H9f4m$VL@RENaX|V|+)2Kew+#qhoJ%MeD#{C-vKg5AQ&-7VG{~x)8v90D9=bzX()r^epM)1!i04$w$HQe!bU8KtJ zFR~a`nFUFf7<27ydVWNV>|Z54sG6WoFmUp9`rqP1XYUy0GL;(s-%D~Ojn}<_-y5RB z|54h%ydEns_IiUL9ERId_)qDWiqyfTcVij;tF&fm?-sW0km^r> zh|5L+{QgHerqtprbc%KOUj~>WG%ymk{GPz0xdHrNRSxCC2L69fE=0Y9_es#mDBu}! z0KaD7S0z?48(2Im4$?@mT~=i*tjFRS5~a6u+1@INuHZw67a+M4*QT<2;d*>c7OzWH zDB5NgHcyJzlc=(n3LVU0KiU!3k>vd-S)EhZAP{dLk>aItwsI{^rc729uEzM%Bd(`u z^r1!d%G4qjH;@bwk>Ziq-A(kgaw!zb)+9o+Mv>C@u6Vmt2v5x#S_!MJ5{__MqUu%w3}#JcGauOeuJB=3L@Fir*1_g zZl*c(8ABgj++0!65NHoN*(>5!S|R%wrcxi`E8;ei%U)Jk zF2`wB@D*Z2RvLLBzFUji=V*LN+(9E*+k)4b)wu0WiGoH-7$nq@8}H&ynoJRvJ8rIt zkI5+RA`xOYIgyzcD6K!~xzvXccawPWShMOdc2PRsL(;`-_pJ0qOozamihD_zK1nHh z?Sil(>rrXqEj;kX_})gLBk5Egqr~dT*~t zDK&^WJ$=zdnvjFU!!#kwq&d#b(mU{W=^a-*LbF~foVvgm=q`g97sZT$2vtHDXkYrL zhu=zsQw-8aX(jrKDd+r@*mAT|geW9LpQ7N!q`H?_$BR(V7l%o(^tr)IC{Y_q#PNmZ*r03*w2w2;DaDlZ+)~MdHcA zh^#bc#8WhqJ?-r0j{y=I@ia}D=C3&ar;Ext9EMO)2Q z+Kh_CGbB%+IZ1cspY%i|o+XKA3lgRJsP^%5fw-k;dEyE_Uy0{v5`7NG%NFq-z1jB= z--S3zQdzfpj_o!)TppcyT-o+7jqwj`T>FUk;uy_V(mi-~NwH-gJ8n@Vj+5l9$4{OR zCupRY$E7vuK7NonRxB<^izH6Y-n0G_na7V_Mj=))agwI&Up|s@oSY5MxZ~kbhm<3y zXoakNRFFe!)9Pp~ahl|2Pq}zboS~5u1xw9h>QYtRK1(zABu5SWbU{!J73WAcYgx|m z=87Bn_`u1P0S~xKtrjIB!a5b_X@OZZKPN8Gz+u$CnDnz$>Xdk%ME6u!7N$3nEIpzZ zmrbtEOKuXnhiG=q{DHcXt#4AwXVxSSgZ-*GHD$PDTW06@ypB780Rz>4+2{19e z6?|qTCdWmqM#B4jpPH0}I>}Ojt5`T|xhV?)-f=w_pPj{JuYW{nG>a=vc7rP=@`mS* zkc}*p;H)4nY zOU#Si^zl#VBwAtTlfs~pIpr_@I6(>V+%9%>;^=A91ci2;=UX-K@%w{FyiAhCge*nD zDm}(1^sL5T*b_fBX%g|%z49w3eggoJ PREV_DAYS_FIRST_DUE - 2.909537e-02 - 1.920341e-03 + 3.229414e-02 + 3.439460e-03 DAYS_EMPLOYED - 2.819480e-02 - 1.176686e-03 + 3.104162e-02 + 1.342196e-03 PERCENT_EMPLOYED_TO_AGE - 2.796168e-02 - 1.052457e-03 + 3.037828e-02 + 1.900543e-03 PREV_DAYS_LAST_DUE_1ST_VERSION - 2.542830e-02 - 1.450653e-03 - - - BUREAU_DAYS_CREDIT_ENDDATE - 2.439852e-02 - 1.969360e-03 + 2.894098e-02 + 1.276478e-03 FLAG_EMP_PHONE - 2.349730e-02 - 1.265727e-03 + 2.812786e-02 + 1.759578e-03 EMPLOYED - 2.301477e-02 - 1.211594e-03 + 2.763228e-02 + 1.665398e-03 + + + BUREAU_DAYS_CREDIT_ENDDATE + 2.653949e-02 + 2.138512e-03 DAYS_BIRTH - 1.828916e-02 - 4.763163e-04 + 1.959097e-02 + 1.128045e-03 PREV_DAYS_LAST_DUE - 1.825700e-02 - 1.195414e-03 + 1.927990e-02 + 8.978629e-04 - PREV_DAYS_TERMINATION - 1.551162e-02 - 8.107666e-04 + CREDIT_AMT_CREDIT_LIMIT_ACTUAL + 1.789746e-02 + 1.580259e-03 CREDIT_MONTHS_BALANCE - 1.543776e-02 - 1.069985e-03 + 1.780677e-02 + 1.632017e-03 - CREDIT_AMT_CREDIT_LIMIT_ACTUAL - 1.519552e-02 - 8.673799e-04 + PREV_DAYS_TERMINATION + 1.700676e-02 + 1.105113e-03 INSTA_NUM_INSTALMENT_VERSION - 1.481581e-02 - 1.007253e-03 + 1.605042e-02 + 1.546486e-03 + + + CREDIT_AMT_DRAWINGS_CURRENT + 1.555298e-02 + 1.350143e-03 PREV_AMT_APPLICATION - 1.460379e-02 - 1.055032e-03 + 1.532342e-02 + 1.169502e-03 - PREV_AMT_CREDIT - 1.391725e-02 - 8.684625e-04 + PREV_DAYS_FIRST_DRAWING + 1.529067e-02 + 8.591432e-04 + + + CREDIT_NAME_CONTRACT_STATUS_Active + 1.527905e-02 + 1.609391e-03 CREDIT_AMT_PAYMENT_CURRENT - 1.382156e-02 - 1.066047e-03 + 1.520272e-02 + 1.773601e-03 PREV_AMT_GOODS_PRICE - 1.378938e-02 - 6.478795e-04 + 1.467519e-02 + 7.958824e-04 - PREV_AMT_ANNUITY - 1.374983e-02 - 4.418427e-04 + PREV_AMT_CREDIT + 1.467103e-02 + 1.176657e-03 - AMT_CREDIT - 1.348474e-02 - 9.381072e-04 + PREV_AMT_ANNUITY + 1.453927e-02 + 7.998785e-04 - CREDIT_NAME_CONTRACT_STATUS_Active - 1.346439e-02 - 1.053251e-03 + AMT_CREDIT + 1.390568e-02 + 1.114599e-03 - PREV_DAYS_FIRST_DRAWING - 1.299383e-02 - 1.140483e-03 + CREDIT_AMT_PAYMENT_TOTAL_CURRENT + 1.387709e-02 + 1.283170e-03 AMT_GOODS_PRICE - 1.299009e-02 - 1.098006e-03 + 1.340601e-02 + 1.409287e-03 INSTA_AMT_INSTALMENT - 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5.689120e-04 + 1.083207e-02 + 6.936405e-04 - CREDIT_AMT_TOTAL_RECEIVABLE - 9.326657e-03 - 8.384255e-04 + CREDIT_AMT_RECEIVABLE_PRINCIPAL + 1.034929e-02 + 9.925985e-04 CREDIT_CNT_DRAWINGS_CURRENT - 9.297738e-03 - 6.599062e-04 + 9.883822e-03 + 1.029019e-03 - CREDIT_AMT_RECEIVABLE_PRINCIPAL - 9.078966e-03 - 6.734748e-04 + BUREAU_AMT_CREDIT_SUM + 8.611538e-03 + 1.171781e-03 - BUREAU_AMT_CREDIT_SUM - 8.971234e-03 - 9.583268e-04 + BUREAU_AMT_CREDIT_SUM_DEBT + 7.782433e-03 + 8.257455e-04 INSTA_DAYS_INSTALMENT - 8.193156e-03 - 5.338010e-04 + 7.752482e-03 + 6.295436e-04 INSTA_DAYS_ENTRY_PAYMENT - 8.075103e-03 - 3.960938e-04 + 7.666996e-03 + 7.167777e-04 - BUREAU_AMT_CREDIT_SUM_DEBT - 7.792611e-03 - 7.170189e-04 + NAME_INCOME_TYPE + 7.655090e-03 + 4.424842e-04 + + + PREV_NAME_PORTFOLIO_Cards + 7.405188e-03 + 5.378891e-04 PREV_CNT_PAYMENT - 7.507355e-03 - 4.669942e-04 + 7.280029e-03 + 5.067490e-04 - POS_CNT_INSTALMENT_FUTURE - 7.312937e-03 - 1.719799e-04 + POS_NAME_CONTRACT_STATUS_Completed + 6.964684e-03 + 6.451802e-04 - NAME_INCOME_TYPE - 7.187599e-03 - 5.931822e-04 + POS_CNT_INSTALMENT_FUTURE + 6.936747e-03 + 2.609169e-04 INSTA_NUM_INSTALMENT_NUMBER - 7.148624e-03 - 3.918957e-04 + 6.795108e-03 + 6.368523e-04 - POS_NAME_CONTRACT_STATUS_Completed - 7.083317e-03 - 4.348937e-04 + POS_NAME_CONTRACT_STATUS_Active + 6.618601e-03 + 7.430203e-04 + + + OCCUPATION_TYPE + 6.466272e-03 + 7.290258e-04 POS_MONTHS_BALANCE - 6.883840e-03 - 1.882949e-04 + 6.457223e-03 + 2.865782e-04 - POS_NAME_CONTRACT_STATUS_Active - 6.873867e-03 - 4.850967e-04 + FLAG_DOCUMENT_6 + 6.326009e-03 + 5.979919e-04 PREV_DAYS_DECISION - 6.768583e-03 - 5.422452e-04 + 6.296123e-03 + 6.944739e-04 - PREV_NAME_PORTFOLIO_Cards - 6.421334e-03 - 4.302945e-04 + BUREAU_AMT_CREDIT_SUM_LIMIT + 6.199928e-03 + 8.632418e-04 - OCCUPATION_TYPE - 6.349707e-03 - 1.923719e-04 + CREDIT_AMT_DRAWINGS_ATM_CURRENT + 5.864764e-03 + 5.759351e-04 - AMT_INCOME_TOTAL - 6.256560e-03 - 2.818326e-04 + PREV_NAME_CONTRACT_TYPE_Revolving loans + 5.699614e-03 + 5.078484e-04 - CREDIT_LENGTH - 5.908686e-03 - 4.938269e-04 + PREV_NAME_CONTRACT_STATUS_Approved + 5.694972e-03 + 5.977584e-04 - BUREAU_AMT_CREDIT_SUM_LIMIT - 5.688142e-03 - 7.412659e-04 + AMT_INCOME_TOTAL + 5.529576e-03 + 3.279268e-04 - POS_CNT_INSTALMENT - 5.589900e-03 - 2.912440e-04 + ORGANIZATION_TYPE + 5.333285e-03 + 7.075367e-04 - ORGANIZATION_TYPE - 5.557356e-03 - 4.670048e-04 + CREDIT_CNT_DRAWINGS_ATM_CURRENT + 5.164329e-03 + 4.560801e-04 - PREV_NAME_CONTRACT_STATUS_Approved - 5.444854e-03 - 3.712855e-04 + CREDIT_LENGTH + 5.077275e-03 + 6.177215e-04 - FLAG_DOCUMENT_6 - 5.399085e-03 - 6.463452e-04 + CREDIT_AMT_DRAWINGS_POS_CURRENT + 4.992338e-03 + 8.379416e-04 - PREV_NAME_CONTRACT_TYPE_Revolving loans - 5.354182e-03 - 2.758315e-04 + CREDIT_CNT_DRAWINGS_POS_CURRENT + 4.864167e-03 + 5.297826e-04 - DAYS_ID_PUBLISH - 5.333204e-03 - 3.222733e-04 + POS_CNT_INSTALMENT + 4.804255e-03 + 2.949835e-04 - DAYS_REGISTRATION - 5.323212e-03 - 3.959313e-04 + PREV_CODE_REJECT_REASON_XAP + 4.531424e-03 + 5.353929e-04 - CREDIT_INCOME_RATIO - 5.288250e-03 - 3.107425e-04 + PREV_HOUR_APPR_PROCESS_START + 4.524061e-03 + 2.985315e-04 - CREDIT_AMT_DRAWINGS_ATM_CURRENT - 5.276318e-03 - 4.049605e-04 + DAYS_ID_PUBLISH + 4.353510e-03 + 3.718635e-04 - PREV_HOUR_APPR_PROCESS_START - 5.157374e-03 - 2.996366e-04 + CREDIT_INCOME_RATIO + 4.314115e-03 + 3.373646e-04 - CREDIT_CNT_DRAWINGS_ATM_CURRENT - 4.825536e-03 - 2.941049e-04 + DAYS_REGISTRATION + 4.303597e-03 + 4.153156e-04 - ANNUITY_INCOME_RATIO - 4.608128e-03 - 2.674800e-04 + PREV_APP_COUNT + 4.046887e-03 + 6.115407e-04 - CREDIT_AMT_DRAWINGS_POS_CURRENT - 4.520432e-03 - 6.948286e-04 + PREV_NAME_PRODUCT_TYPE_XNA + 3.747080e-03 + 3.641075e-04 - PREV_CODE_REJECT_REASON_XAP - 4.405146e-03 - 4.298351e-04 + BUREAU_CREDIT_TYPE_Credit card + 3.503213e-03 + 3.251211e-04 - CREDIT_CNT_DRAWINGS_POS_CURRENT - 4.386628e-03 - 5.425520e-04 + ANNUITY_INCOME_RATIO + 3.472170e-03 + 3.074178e-04 EXT_SOURCE_2 - 4.362577e-03 - 2.133307e-04 + 3.202155e-03 + 2.089630e-04 - PREV_APP_COUNT - 4.343332e-03 - 3.545965e-04 + PREV_SELLERPLACE_AREA + 3.177491e-03 + 3.321097e-04 - OVERDUE_DEBT_RATIO - 4.312535e-03 - 2.201379e-04 + DEBT_CREDIT_RATIO + 3.122685e-03 + 3.019347e-04 SK_ID_CURR - 4.290535e-03 - 2.211618e-04 + 3.114844e-03 + 2.527049e-04 - DEBT_CREDIT_RATIO - 4.287357e-03 - 2.213579e-04 + BUREAU_LOAN_COUNT + 3.091131e-03 + 3.492196e-04 - PREV_SELLERPLACE_AREA - 4.198061e-03 - 2.990913e-04 + OVERDUE_DEBT_RATIO + 3.084792e-03 + 2.422743e-04 DAYS_LAST_PHONE_CHANGE - 4.189683e-03 - 1.079834e-04 + 3.074603e-03 + 1.557965e-04 - BUREAU_CREDIT_TYPE_Credit card - 4.118448e-03 - 2.404470e-04 + POS_SK_DPD + 2.970486e-03 + 4.622423e-04 - PREV_NAME_PRODUCT_TYPE_XNA - 3.967891e-03 - 2.838817e-04 + PREV_AMT_DOWN_PAYMENT + 2.894677e-03 + 3.300333e-04 - BUREAU_LOAN_COUNT - 3.889313e-03 - 3.099724e-04 + PREV_NAME_YIELD_GROUP_XNA + 2.862077e-03 + 4.101943e-04 BUREAU_DAYS_CREDIT - 3.832787e-03 - 1.985315e-04 + 2.694862e-03 + 2.113821e-04 - REGION_POPULATION_RELATIVE - 3.826012e-03 - 1.767547e-04 + BUREAU_DAYS_CREDIT_UPDATE + 2.672248e-03 + 2.311974e-04 - BUREAU_DAYS_CREDIT_UPDATE - 3.775175e-03 - 2.041830e-04 + PREV_NAME_CONTRACT_TYPE_Consumer loans + 2.620219e-03 + 3.646261e-04 - PREV_AMT_DOWN_PAYMENT - 3.586244e-03 - 2.552558e-04 + REGION_POPULATION_RELATIVE + 2.595917e-03 + 1.821450e-04 + + + PREV_NAME_CASH_LOAN_PURPOSE_XAP + 2.529901e-03 + 1.309402e-04 EXT_SOURCE_3 - 3.556963e-03 - 1.716003e-04 + 2.459551e-03 + 2.083361e-04 - BUREAU_DAYS_ENDDATE_FACT - 3.330134e-03 - 1.588185e-04 + PREV_FLAG_LAST_APPL_PER_CONTRACT_Y + 2.382726e-03 + 3.275007e-04 - BUREAU_CREDIT_ACTIVE_Active - 3.127983e-03 - 1.784338e-04 + PREV_NAME_PORTFOLIO_POS + 2.375087e-03 + 4.549386e-04 - PREV_NAME_YIELD_GROUP_XNA - 3.066633e-03 - 2.852714e-04 + PREV_PRODUCT_COMBINATION_Card X-Sell + 2.333522e-03 + 4.855628e-04 - HOUR_APPR_PROCESS_START - 3.051216e-03 - 1.362268e-04 + BUREAU_DAYS_ENDDATE_FACT + 2.290203e-03 + 1.631958e-04 - BUREAU_CREDIT_TYPE_Consumer credit - 3.046903e-03 - 1.288265e-04 + BUREAU_CREDIT_ACTIVE_Active + 2.250459e-03 + 1.988305e-04 - POS_SK_DPD - 2.938540e-03 - 3.865050e-04 + BUREAU_CREDIT_TYPE_Consumer credit + 2.188985e-03 + 1.502954e-04 - PREV_NAME_CONTRACT_TYPE_Consumer loans - 2.892468e-03 - 2.318192e-04 + PREV_NAME_GOODS_CATEGORY_XNA + 2.182392e-03 + 2.531970e-04 - PREV_NAME_CASH_LOAN_PURPOSE_XAP - 2.820302e-03 - 1.275614e-04 + CREDIT_SK_DPD + 2.175967e-03 + 5.245822e-04 - PREV_NAME_PORTFOLIO_POS - 2.802312e-03 - 2.399133e-04 + PREV_NAME_PAYMENT_TYPE_Cash through the bank + 2.138389e-03 + 1.675811e-04 - PREV_RATE_DOWN_PAYMENT - 2.796506e-03 - 1.251556e-04 + PREV_NFLAG_LAST_APPL_IN_DAY + 2.104590e-03 + 4.990337e-04 - PREV_NAME_PAYMENT_TYPE_Cash through the bank - 2.687039e-03 - 1.334664e-04 + BUREAU_CREDIT_TYPE_Mortgage + 2.084609e-03 + 5.124480e-04 PREV_NAME_CLIENT_TYPE_Repeater - 2.633816e-03 - 1.927280e-04 + 2.030242e-03 + 2.476818e-04 - EXT_SOURCE_1 - 2.607396e-03 - 1.814206e-04 + PREV_RATE_DOWN_PAYMENT + 2.023347e-03 + 1.238363e-04 - PREV_NAME_GOODS_CATEGORY_XNA - 2.591709e-03 - 2.009849e-04 + PREV_NAME_PRODUCT_TYPE_x-sell + 2.011932e-03 + 2.621074e-04 PREV_NAME_PAYMENT_TYPE_XNA - 2.489097e-03 - 1.298220e-04 - - - BUREAU_CREDIT_ACTIVE_Closed - 2.479312e-03 - 4.499616e-05 + 1.973923e-03 + 9.426458e-05 - PREV_NAME_CLIENT_TYPE_New - 2.406360e-03 - 1.483284e-04 + HOUR_APPR_PROCESS_START + 1.954259e-03 + 1.927618e-04 - PREV_NAME_PRODUCT_TYPE_x-sell - 2.371322e-03 - 1.947490e-04 + EXT_SOURCE_1 + 1.946608e-03 + 2.016041e-04 PREV_NAME_PORTFOLIO_Cash - 2.219631e-03 - 1.900611e-04 + 1.823749e-03 + 1.726363e-04 - PREV_PRODUCT_COMBINATION_Card X-Sell - 2.218214e-03 - 3.592805e-04 + PREV_NAME_CLIENT_TYPE_New + 1.806368e-03 + 1.479488e-04 PREV_NAME_CONTRACT_TYPE_Cash loans - 2.189375e-03 - 1.195868e-04 + 1.704524e-03 + 1.833102e-04 PREV_NAME_SELLER_INDUSTRY_XNA - 2.132030e-03 - 1.181419e-04 + 1.665179e-03 + 1.276475e-04 - WEEKDAY_APPR_PROCESS_START - 2.111189e-03 - 5.654733e-05 + PREV_PRODUCT_COMBINATION_Card Street + 1.649086e-03 + 2.747595e-04 - PREV_FLAG_LAST_APPL_PER_CONTRACT_Y - 2.092521e-03 - 3.528700e-04 + BUREAU_AMT_ANNUITY + 1.644417e-03 + 2.003705e-04 PREV_NAME_CASH_LOAN_PURPOSE_XNA - 2.083443e-03 - 1.224116e-04 + 1.586329e-03 + 1.493615e-04 + + + BUREAU_CREDIT_ACTIVE_Closed + 1.495952e-03 + 7.207361e-05 PREV_NAME_YIELD_GROUP_high - 2.049241e-03 - 8.464943e-05 + 1.438728e-03 + 9.817765e-05 - PREV_NAME_TYPE_SUITE_Unaccompanied - 2.043411e-03 - 1.217706e-04 + PREV_CHANNEL_TYPE_Credit and cash offices + 1.418753e-03 + 9.861709e-05 - CREDIT_SK_DPD - 2.001653e-03 - 4.862769e-04 + OWN_CAR_AGE + 1.358623e-03 + 1.530498e-04 - PREV_CHANNEL_TYPE_Country-wide - 1.989804e-03 - 7.038568e-05 + PREV_NAME_CONTRACT_STATUS_Refused + 1.330143e-03 + 9.360495e-05 - PREV_NAME_YIELD_GROUP_middle - 1.947333e-03 - 1.192117e-04 + PREV_NAME_GOODS_CATEGORY_Mobile + 1.329113e-03 + 1.636645e-04 - PREV_NAME_YIELD_GROUP_low_normal - 1.944439e-03 - 1.318706e-04 + PREV_NAME_SELLER_INDUSTRY_Connectivity + 1.328259e-03 + 1.846185e-04 - OWN_CAR_AGE - 1.937260e-03 - 1.328288e-04 + PREV_NAME_YIELD_GROUP_low_normal + 1.303939e-03 + 1.528645e-04 - PREV_CHANNEL_TYPE_Credit and cash offices - 1.902806e-03 - 1.176373e-04 + BUREAU_AMT_CREDIT_MAX_OVERDUE + 1.303079e-03 + 1.086067e-04 - PREV_NFLAG_LAST_APPL_IN_DAY - 1.898254e-03 - 4.091023e-04 + PREV_CHANNEL_TYPE_Country-wide + 1.298191e-03 + 9.026203e-05 - BUREAU_CREDIT_TYPE_Mortgage - 1.867301e-03 - 4.273850e-04 + PREV_NAME_TYPE_SUITE_Unaccompanied + 1.287292e-03 + 9.656539e-05 - BUREAU_AMT_ANNUITY - 1.864422e-03 - 1.797446e-04 + PREV_PRODUCT_COMBINATION_POS mobile with interest + 1.282784e-03 + 2.194399e-04 - AMT_REQ_CREDIT_BUREAU_YEAR - 1.822183e-03 - 1.633721e-04 + PREV_NFLAG_INSURED_ON_APPROVAL + 1.256266e-03 + 1.538974e-04 - PREV_NAME_SELLER_INDUSTRY_Connectivity - 1.799194e-03 - 1.101801e-04 + BUREAU_LOAN_TYPES + 1.249917e-03 + 1.438341e-04 - PREV_NAME_SELLER_INDUSTRY_Consumer electronics - 1.779963e-03 - 6.792527e-05 + PREV_NAME_YIELD_GROUP_middle + 1.231040e-03 + 1.129833e-04 - PREV_NAME_GOODS_CATEGORY_Mobile - 1.771164e-03 - 1.865746e-04 + PREV_PRODUCT_COMBINATION_Cash X-Sell: low + 1.211147e-03 + 1.390582e-04 - PREV_NFLAG_INSURED_ON_APPROVAL - 1.741149e-03 - 1.253141e-04 + AMT_REQ_CREDIT_BUREAU_YEAR + 1.131052e-03 + 1.619846e-04 - PREV_PRODUCT_COMBINATION_Card Street - 1.733615e-03 - 2.267976e-04 + PREV_NAME_PRODUCT_TYPE_walk-in + 1.119206e-03 + 9.301648e-05 - PREV_NAME_CONTRACT_STATUS_Refused - 1.721071e-03 - 8.648611e-05 + WEEKDAY_APPR_PROCESS_START + 1.083637e-03 + 4.949188e-05 - BUREAU_LOAN_TYPES - 1.711653e-03 - 1.152105e-04 + PREV_NAME_SELLER_INDUSTRY_Consumer electronics + 1.083274e-03 + 8.030034e-05 - PREV_PRODUCT_COMBINATION_POS mobile with interest - 1.660696e-03 - 1.811910e-04 + NAME_FAMILY_STATUS + 1.073043e-03 + 1.604970e-04 cnt_family - 1.655586e-03 - 1.358828e-04 + 1.068740e-03 + 1.040467e-04 - BUREAU_AMT_CREDIT_MAX_OVERDUE - 1.654632e-03 - 1.038189e-04 + PREV_NAME_PORTFOLIO_XNA + 1.045915e-03 + 1.027052e-04 PREV_WEEKDAY_APPR_PROCESS_START_FRIDAY - 1.587300e-03 - 8.933124e-05 + 1.038730e-03 + 9.064731e-05 PREV_WEEKDAY_APPR_PROCESS_START_TUESDAY - 1.569856e-03 - 1.169269e-04 + 1.016797e-03 + 1.290312e-04 - NAME_FAMILY_STATUS - 1.560860e-03 - 1.314569e-04 + cnt_child + 1.007911e-03 + 1.231175e-04 PREV_WEEKDAY_APPR_PROCESS_START_MONDAY - 1.557157e-03 - 8.615626e-05 + 1.002269e-03 + 1.011562e-04 - PREV_PRODUCT_COMBINATION_POS household with in... - 1.554013e-03 - 5.423500e-05 - - - PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY - 1.548260e-03 - 7.414006e-05 + PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY + 1.000989e-03 + 7.567631e-05 - PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY - 1.543629e-03 - 8.857966e-05 + BUREAU_CREDIT_DAY_OVERDUE + 1.000106e-03 + 3.548653e-04 PREV_WEEKDAY_APPR_PROCESS_START_THURSDAY - 1.538452e-03 - 8.521209e-05 + 9.996418e-04 + 9.654530e-05 - PREV_NAME_PORTFOLIO_XNA - 1.503251e-03 - 8.016882e-05 + PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY + 9.891607e-04 + 6.544265e-05 - PREV_NAME_TYPE_SUITE_Family - 1.462416e-03 - 4.923950e-05 + PREV_CODE_REJECT_REASON_HC + 9.852328e-04 + 5.659484e-05 - PREV_CHANNEL_TYPE_Stone - 1.411134e-03 - 4.850901e-05 + PREV_PRODUCT_COMBINATION_POS household with in... + 9.693122e-04 + 6.936975e-05 - PREV_PRODUCT_COMBINATION_Cash X-Sell: low - 1.366241e-03 - 1.126046e-04 + POS_NAME_CONTRACT_STATUS_Signed + 9.660412e-04 + 1.499803e-04 PREV_NAME_CONTRACT_STATUS_Canceled - 1.365742e-03 - 5.640517e-05 + 9.649653e-04 + 9.566249e-05 - PREV_NAME_PRODUCT_TYPE_walk-in - 1.358954e-03 - 9.736046e-05 + PREV_NAME_TYPE_SUITE_Family + 9.362959e-04 + 6.189384e-05 - PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY - 1.335495e-03 - 8.265547e-05 + PREV_CHANNEL_TYPE_Stone + 9.170297e-04 + 4.941205e-05 PREV_PRODUCT_COMBINATION_Cash - 1.285822e-03 - 6.187159e-05 - - - PREV_CODE_REJECT_REASON_HC - 1.251516e-03 - 6.462604e-05 - - - POS_NAME_CONTRACT_STATUS_Signed - 1.200153e-03 - 1.371654e-04 - - - PREV_NAME_CLIENT_TYPE_Refreshed - 1.176810e-03 - 1.074179e-04 - - - PREV_NAME_GOODS_CATEGORY_Consumer Electronics - 1.167710e-03 - 9.623660e-05 + 9.006081e-04 + 6.855708e-05 - cnt_child - 1.160101e-03 - 1.151659e-04 + PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY + 8.939486e-04 + 1.038915e-04 PREV_PRODUCT_COMBINATION_Cash X-Sell: middle - 1.148238e-03 - 7.214318e-05 + 8.784379e-04 + 8.975833e-05 PREV_PRODUCT_COMBINATION_POS industry with int... - 1.118836e-03 - 8.663580e-05 - - - PREV_CHANNEL_TYPE_Regional / Local - 1.070628e-03 - 7.950242e-05 - - - PREV_NAME_YIELD_GROUP_low_action - 1.044040e-03 - 8.184152e-05 - - - PREV_NAME_GOODS_CATEGORY_Computers - 1.041596e-03 - 1.013261e-04 - - - PREV_NAME_GOODS_CATEGORY_Audio/Video - 1.007439e-03 - 8.076526e-05 - - - NAME_EDUCATION_TYPE - 1.007367e-03 - 1.009390e-04 + 8.497732e-04 + 9.393142e-05 - REG_CITY_NOT_WORK_CITY - 9.814819e-04 - 8.048915e-05 + PREV_NAME_CLIENT_TYPE_Refreshed + 8.457890e-04 + 1.075960e-04 - REGION_RATING_CLIENT_W_CITY - 9.646245e-04 - 7.223699e-05 + PREV_NAME_GOODS_CATEGORY_Consumer Electronics + 8.302007e-04 + 8.425145e-05 - REGION_RATING_CLIENT - 9.595108e-04 - 7.934193e-05 + PREV_NAME_YIELD_GROUP_low_action + 7.770746e-04 + 8.694033e-05 - AMT_REQ_CREDIT_BUREAU_MON - 9.260734e-04 - 1.839971e-04 + PREV_CHANNEL_TYPE_Regional / Local + 7.737648e-04 + 1.055449e-04 - FLAG_DOCUMENT_3 - 9.124586e-04 - 8.237006e-05 + BUREAU_CREDIT_TYPE_Car loan + 7.479384e-04 + 1.906643e-04 - FLAG_WORK_PHONE - 9.035328e-04 - 9.463591e-05 + BUREAU_CNT_CREDIT_PROLONG + 7.384723e-04 + 1.966661e-04 - PREV_PRODUCT_COMBINATION_POS household without... - 8.943051e-04 - 7.085627e-05 + REG_CITY_NOT_WORK_CITY + 7.383097e-04 + 1.103581e-04 POS_SK_DPD_DEF - 8.881447e-04 - 7.040649e-05 + 7.366443e-04 + 6.879767e-05 - BUREAU_CREDIT_DAY_OVERDUE - 8.851027e-04 - 3.060940e-04 + PREV_NAME_GOODS_CATEGORY_Audio/Video + 7.335618e-04 + 6.789276e-05 - PREV_NAME_TYPE_SUITE_Spouse, partner - 8.361627e-04 - 7.323611e-05 + PREV_NAME_GOODS_CATEGORY_Computers + 7.308132e-04 + 9.327634e-05 - NAME_TYPE_SUITE - 8.295506e-04 - 9.427200e-05 + AMT_REQ_CREDIT_BUREAU_MON + 7.255039e-04 + 2.026233e-04 - PREV_NAME_SELLER_INDUSTRY_Furniture - 8.268614e-04 - 8.894197e-05 + PREV_PRODUCT_COMBINATION_Cash X-Sell: high + 6.888879e-04 + 1.599020e-04 - PREV_PRODUCT_COMBINATION_Cash X-Sell: high - 8.253903e-04 - 1.256454e-04 + PREV_NAME_SELLER_INDUSTRY_Furniture + 6.696139e-04 + 9.509570e-05 - BUREAU_CREDIT_TYPE_Car loan - 8.247534e-04 - 1.885150e-04 + PREV_NAME_TYPE_SUITE_Spouse, partner + 6.690584e-04 + 7.322604e-05 PREV_NAME_GOODS_CATEGORY_Furniture - 8.053802e-04 - 1.021330e-04 + 6.660798e-04 + 1.062723e-04 - PREV_CHANNEL_TYPE_Contact center - 7.972454e-04 - 6.822430e-05 + PREV_PRODUCT_COMBINATION_POS household without... + 6.527099e-04 + 7.310016e-05 DEF_30_CNT_SOCIAL_CIRCLE - 7.840404e-04 - 1.133157e-04 + 6.479293e-04 + 1.205846e-04 - AMT_REQ_CREDIT_BUREAU_QRT - 7.340457e-04 - 6.501588e-05 + FLAG_WORK_PHONE + 6.345858e-04 + 1.046693e-04 - NAME_HOUSING_TYPE - 7.215970e-04 - 7.481189e-05 + PREV_CHANNEL_TYPE_Contact center + 6.199419e-04 + 7.619221e-05 - BUREAU_CNT_CREDIT_PROLONG - 7.155287e-04 - 1.717214e-04 + PREV_PRODUCT_COMBINATION_Cash Street: middle + 5.957700e-04 + 1.367903e-04 - FLAG_OWN_CAR - 7.087974e-04 - 3.343866e-05 + REGION_RATING_CLIENT_W_CITY + 5.933216e-04 + 7.798950e-05 - CODE_GENDER - 7.064546e-04 - 3.639652e-05 + NAME_EDUCATION_TYPE + 5.907530e-04 + 1.041241e-04 - LIVE_CITY_NOT_WORK_CITY - 7.058713e-04 - 5.499609e-05 + FLAG_DOCUMENT_3 + 5.847670e-04 + 7.368052e-05 + + + PREV_PRODUCT_COMBINATION_Cash Street: low + 5.803234e-04 + 1.267925e-04 + + + REGION_RATING_CLIENT + 5.700026e-04 + 6.617625e-05 PREV_CODE_REJECT_REASON_LIMIT - 6.706487e-04 - 4.669927e-05 + 5.596538e-04 + 4.752046e-05 - PREV_PRODUCT_COMBINATION_Cash Street: high - 6.664749e-04 - 6.511500e-05 + PREV_NAME_GOODS_CATEGORY_Clothing and Accessories + 5.542532e-04 + 7.835349e-05 - FLAG_OWN_REALTY - 6.615525e-04 - 5.304317e-05 + NAME_HOUSING_TYPE + 5.530138e-04 + 7.663286e-05 - FLAG_PHONE - 6.465458e-04 - 4.857241e-05 + PREV_CODE_REJECT_REASON_SCO + 5.524763e-04 + 1.037376e-04 - PREV_PRODUCT_COMBINATION_Cash Street: middle - 6.438552e-04 - 1.046971e-04 + PREV_PRODUCT_COMBINATION_Cash Street: high + 5.417241e-04 + 6.838644e-05 CREDIT_SK_DPD_DEF - 6.330660e-04 - 1.340879e-04 + 5.406020e-04 + 1.332056e-04 - PREV_PRODUCT_COMBINATION_Cash Street: low - 6.133554e-04 - 9.568480e-05 + PREV_NAME_SELLER_INDUSTRY_Clothing + 5.348716e-04 + 1.021395e-04 - DEF_60_CNT_SOCIAL_CIRCLE - 5.994446e-04 - 8.189564e-05 + NAME_TYPE_SUITE + 5.344819e-04 + 8.365572e-05 - PREV_CODE_REJECT_REASON_SCO - 5.952389e-04 - 9.819618e-05 + DEF_60_CNT_SOCIAL_CIRCLE + 5.128727e-04 + 1.029183e-04 - PREV_NAME_GOODS_CATEGORY_Clothing and Accessories - 5.885344e-04 - 6.000793e-05 + AMT_REQ_CREDIT_BUREAU_QRT + 5.071302e-04 + 8.514759e-05 - PREV_NAME_SELLER_INDUSTRY_Clothing - 5.839860e-04 - 7.569724e-05 + PREV_NAME_SELLER_INDUSTRY_Construction + 4.704402e-04 + 7.149345e-05 - PREV_NAME_SELLER_INDUSTRY_Construction - 5.472444e-04 - 7.561930e-05 + LIVE_CITY_NOT_WORK_CITY + 4.659786e-04 + 6.621761e-05 PREV_PRODUCT_COMBINATION_POS mobile without in... - 5.223900e-04 - 9.510420e-05 + 4.634277e-04 + 1.165134e-04 - NAME_CONTRACT_TYPE - 4.992126e-04 - 6.126971e-05 + PREV_NAME_GOODS_CATEGORY_Construction Materials + 4.361747e-04 + 3.063211e-05 PREV_CHANNEL_TYPE_AP+ (Cash loan) - 4.990754e-04 - 7.451680e-05 + 4.281232e-04 + 7.371950e-05 PREV_NAME_GOODS_CATEGORY_Photo / Cinema Equipment - 4.953223e-04 - 5.334508e-05 + 4.273761e-04 + 5.568220e-05 - PREV_NAME_GOODS_CATEGORY_Construction Materials - 4.913953e-04 - 3.951559e-05 - - - PREV_NAME_TYPE_SUITE_Children - 4.767006e-04 - 4.801072e-05 + PREV_NAME_SELLER_INDUSTRY_Industry + 4.254995e-04 + 5.727527e-05 PREV_PRODUCT_COMBINATION_POS other with interest - 4.583145e-04 - 7.410608e-05 + 4.106772e-04 + 7.191710e-05 - PREV_NAME_SELLER_INDUSTRY_Industry - 4.571744e-04 - 5.455245e-05 + PREV_NAME_TYPE_SUITE_Children + 4.064170e-04 + 5.110334e-05 - FLAG_DOCUMENT_8 - 4.486222e-04 - 8.835459e-05 + BUREAU_AMT_CREDIT_SUM_OVERDUE + 4.016104e-04 + 1.259850e-04 - BUREAU_CREDIT_CURRENCY_currency 1 - 4.261227e-04 - 5.156939e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Repairs + 3.773738e-04 + 6.004115e-05 - PREV_CODE_REJECT_REASON_CLIENT - 4.227551e-04 - 3.320274e-05 + PREV_NAME_CONTRACT_STATUS_Unused offer + 3.730326e-04 + 3.254948e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Repairs - 4.219160e-04 - 4.785107e-05 + PREV_CODE_REJECT_REASON_CLIENT + 3.723117e-04 + 3.442821e-05 - PREV_NAME_CONTRACT_STATUS_Unused offer - 4.216211e-04 - 2.869176e-05 + NAME_CONTRACT_TYPE + 3.719731e-04 + 5.450114e-05 PREV_NAME_TYPE_SUITE_Other_B - 3.982863e-04 - 7.638403e-05 - - - TARGET - 3.843717e-04 - 4.974430e-05 + 3.656233e-04 + 7.531156e-05 PREV_PRODUCT_COMBINATION_POS industry without ... - 3.827423e-04 - 7.588086e-05 + 3.629290e-04 + 9.115792e-05 PREV_NAME_CASH_LOAN_PURPOSE_Other - 3.738036e-04 - 8.548623e-05 + 3.548910e-04 + 9.615008e-05 - BUREAU_AMT_CREDIT_SUM_OVERDUE - 3.717631e-04 - 1.111880e-04 + FLAG_DOCUMENT_8 + 3.296403e-04 + 7.406445e-05 CREDIT_NAME_CONTRACT_STATUS_Completed - 3.673972e-04 - 3.999644e-05 + 3.268270e-04 + 4.096574e-05 - FLAG_EMAIL - 3.621457e-04 - 7.845052e-05 + CREDIT_AMT_DRAWINGS_OTHER_CURRENT + 3.211026e-04 + 1.309991e-04 - REG_CITY_NOT_LIVE_CITY - 3.542731e-04 - 5.968440e-05 + FLAG_OWN_CAR + 3.194633e-04 + 4.070987e-05 - CREDIT_AMT_DRAWINGS_OTHER_CURRENT - 3.333191e-04 - 1.264310e-04 + BUREAU_CREDIT_ACTIVE_Sold + 3.057846e-04 + 7.540333e-05 - REG_REGION_NOT_WORK_REGION - 3.075309e-04 - 4.664647e-05 + PREV_NAME_TYPE_SUITE_Other_A + 2.966889e-04 + 1.245208e-04 - BUREAU_CREDIT_ACTIVE_Sold - 3.024436e-04 - 7.120751e-05 + CODE_GENDER + 2.888611e-04 + 5.026641e-05 - PREV_NAME_TYPE_SUITE_Other_A - 2.944444e-04 - 1.078245e-04 + FLAG_EMAIL + 2.835858e-04 + 8.236295e-05 + + + BUREAU_CREDIT_CURRENCY_currency 1 + 2.790684e-04 + 6.249229e-05 PREV_CODE_REJECT_REASON_SCOFR - 2.909284e-04 - 6.447273e-05 + 2.771747e-04 + 6.773215e-05 - LIVE_REGION_NOT_WORK_REGION - 2.694294e-04 - 4.132171e-05 + FLAG_OWN_REALTY + 2.731544e-04 + 4.744072e-05 - CREDIT_CNT_DRAWINGS_OTHER_CURRENT - 2.593111e-04 - 9.044866e-05 + FLAG_PHONE + 2.618946e-04 + 3.126259e-05 POS_NAME_CONTRACT_STATUS_Returned to the store - 2.523282e-04 - 5.866697e-05 + 2.576217e-04 + 6.965976e-05 - PREV_RATE_INTEREST_PRIMARY - 2.229755e-04 - 5.651958e-05 + TARGET + 2.566496e-04 + 5.600194e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Urgent needs - 2.211174e-04 - 5.459757e-05 + CREDIT_CNT_DRAWINGS_OTHER_CURRENT + 2.531377e-04 + 1.015334e-04 - AMT_REQ_CREDIT_BUREAU_WEEK - 2.195204e-04 - 2.819607e-05 + REG_CITY_NOT_LIVE_CITY + 2.314995e-04 + 5.113551e-05 - PREV_NAME_PAYMENT_TYPE_Non-cash from your account - 2.092541e-04 - 5.922542e-05 + REG_REGION_NOT_WORK_REGION + 2.213827e-04 + 4.494232e-05 + + + PREV_RATE_INTEREST_PRIMARY + 2.140146e-04 + 5.989948e-05 + + + PREV_NAME_CASH_LOAN_PURPOSE_Urgent needs + 2.030164e-04 + 5.290026e-05 PREV_NAME_GOODS_CATEGORY_Jewelry - 1.981968e-04 - 5.496719e-05 + 1.985835e-04 + 5.666553e-05 + + + PREV_NAME_PAYMENT_TYPE_Non-cash from your account + 1.947676e-04 + 6.039648e-05 PREV_RATE_INTEREST_PRIVILEGED - 1.972056e-04 - 4.739925e-05 + 1.944400e-04 + 4.926168e-05 POS_NAME_CONTRACT_STATUS_Approved - 1.941659e-04 - 3.618349e-05 + 1.940807e-04 + 3.406526e-05 - PREV_NAME_GOODS_CATEGORY_Homewares - 1.882589e-04 - 7.276007e-05 + LIVE_REGION_NOT_WORK_REGION + 1.939464e-04 + 4.208642e-05 - PREV_NAME_GOODS_CATEGORY_Auto Accessories - 1.880269e-04 - 4.547907e-05 + AMT_REQ_CREDIT_BUREAU_WEEK + 1.923578e-04 + 2.982289e-05 + + + PREV_NAME_GOODS_CATEGORY_Homewares + 1.908741e-04 + 7.276626e-05 PREV_NAME_GOODS_CATEGORY_Sport and Leisure - 1.692632e-04 - 9.934469e-05 + 1.895317e-04 + 1.210861e-04 - PREV_NAME_SELLER_INDUSTRY_Jewelry - 1.636179e-04 - 7.418935e-05 + PREV_NAME_GOODS_CATEGORY_Auto Accessories + 1.806710e-04 + 4.933035e-05 - PREV_NAME_SELLER_INDUSTRY_Auto technology - 1.570819e-04 - 4.934185e-05 + PREV_NAME_SELLER_INDUSTRY_Jewelry + 1.746155e-04 + 8.192726e-05 PREV_NAME_GOODS_CATEGORY_Vehicles - 1.555115e-04 - 5.743754e-05 + 1.618391e-04 + 6.613890e-05 - PREV_FLAG_LAST_APPL_PER_CONTRACT_N - 1.546806e-04 - 3.258718e-05 + PREV_NAME_SELLER_INDUSTRY_Auto technology + 1.594777e-04 + 5.698300e-05 - REG_REGION_NOT_LIVE_REGION - 1.541420e-04 - 1.823056e-05 + PREV_CODE_REJECT_REASON_VERIF + 1.580045e-04 + 5.089396e-05 - PREV_PRODUCT_COMBINATION_POS others without in... - 1.499922e-04 - 5.987900e-05 + PREV_NAME_GOODS_CATEGORY_Medical Supplies + 1.538664e-04 + 8.537764e-05 - PREV_CODE_REJECT_REASON_VERIF - 1.486828e-04 - 4.027536e-05 + PREV_PRODUCT_COMBINATION_POS others without in... + 1.532776e-04 + 7.023047e-05 - PREV_NAME_GOODS_CATEGORY_Medical Supplies - 1.481273e-04 - 7.487584e-05 + PREV_FLAG_LAST_APPL_PER_CONTRACT_N + 1.520479e-04 + 3.523426e-05 BUREAU_CREDIT_TYPE_Microloan - 1.472268e-04 - 4.962267e-05 + 1.482085e-04 + 5.703443e-05 + + + REG_REGION_NOT_LIVE_REGION + 1.383299e-04 + 2.693199e-05 PREV_CODE_REJECT_REASON_XNA - 1.374313e-04 - 3.935174e-05 + 1.318194e-04 + 3.850483e-05 FLAG_DOCUMENT_5 - 1.360007e-04 - 4.059355e-05 + 1.209753e-04 + 4.006803e-05 FLAG_DOCUMENT_16 - 1.347829e-04 - 2.981204e-05 - - - CREDIT_NAME_CONTRACT_STATUS_Signed - 1.105533e-04 - 4.096835e-05 + 1.157085e-04 + 2.843877e-05 PREV_NAME_GOODS_CATEGORY_Medicine - 1.099215e-04 - 4.130692e-05 - - - FLAG_DOCUMENT_18 - 1.052927e-04 - 3.742952e-05 + 1.133144e-04 + 4.991857e-05 PREV_NAME_GOODS_CATEGORY_Gardening - 1.051279e-04 - 1.719227e-05 + 1.102778e-04 + 2.465680e-05 - PREV_CHANNEL_TYPE_Channel of corporate sales - 1.035918e-04 - 2.488357e-05 + CREDIT_NAME_CONTRACT_STATUS_Signed + 1.072817e-04 + 4.374176e-05 BUREAU_CREDIT_CURRENCY_currency 2 - 1.005959e-04 - 7.312131e-05 + 1.070702e-04 + 8.375884e-05 - AMT_REQ_CREDIT_BUREAU_HOUR - 9.742130e-05 - 4.861236e-05 + PREV_NAME_GOODS_CATEGORY_Tourism + 1.015347e-04 + 5.705820e-05 AMT_REQ_CREDIT_BUREAU_DAY - 9.666052e-05 - 5.858083e-05 + 9.755828e-05 + 6.615170e-05 PREV_NAME_CASH_LOAN_PURPOSE_Buying a used car - 9.327314e-05 - 4.457901e-05 + 9.719727e-05 + 5.160578e-05 - PREV_NAME_GOODS_CATEGORY_Tourism - 9.254587e-05 - 4.709477e-05 + AMT_REQ_CREDIT_BUREAU_HOUR + 9.696829e-05 + 5.437402e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Building a house o... - 9.222160e-05 - 4.339420e-05 + BUREAU_CREDIT_TYPE_Loan for business development + 9.234551e-05 + 5.784726e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Everyday expenses - 9.081832e-05 - 3.640594e-05 + PREV_CHANNEL_TYPE_Channel of corporate sales + 9.207383e-05 + 2.783136e-05 - BUREAU_CREDIT_TYPE_Loan for business development - 8.991534e-05 - 4.885111e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Everyday expenses + 9.201221e-05 + 3.853462e-05 PREV_NAME_GOODS_CATEGORY_Office Appliances - 8.922774e-05 - 2.673612e-05 + 8.913769e-05 + 2.860397e-05 - PREV_NAME_GOODS_CATEGORY_Other - 8.187892e-05 - 3.806478e-05 + FLAG_DOCUMENT_18 + 8.599664e-05 + 4.171243e-05 - FLAG_DOCUMENT_13 - 7.702818e-05 - 3.316778e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Building a house o... + 8.581359e-05 + 3.981016e-05 - PREV_NAME_TYPE_SUITE_Group of people - 7.460885e-05 - 3.671629e-05 + PREV_NAME_GOODS_CATEGORY_Other + 8.367458e-05 + 4.309480e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Medicine - 6.627461e-05 - 2.501170e-05 + PREV_NAME_TYPE_SUITE_Group of people + 7.318460e-05 + 3.876196e-05 - PREV_NAME_CLIENT_TYPE_XNA - 6.408740e-05 - 3.240218e-05 + FLAG_DOCUMENT_13 + 7.012677e-05 + 3.990049e-05 PREV_NAME_CASH_LOAN_PURPOSE_Payments on other ... - 6.393749e-05 - 4.293969e-05 + 6.909937e-05 + 5.589609e-05 + + + PREV_NAME_CLIENT_TYPE_XNA + 6.678307e-05 + 3.776224e-05 PREV_NAME_CASH_LOAN_PURPOSE_Education - 6.132343e-05 - 2.724820e-05 + 6.468227e-05 + 3.309077e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Journey - 5.654469e-05 - 5.137378e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Medicine + 6.307134e-05 + 2.806793e-05 - FLAG_DOCUMENT_11 - 5.553435e-05 - 2.083536e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Journey + 5.959662e-05 + 5.918343e-05 FLAG_DOCUMENT_9 - 5.418208e-05 - 2.652771e-05 + 5.353756e-05 + 2.820147e-05 + + + FLAG_DOCUMENT_11 + 5.286503e-05 + 2.804011e-05 PREV_NAME_CASH_LOAN_PURPOSE_Purchase of electr... - 4.353354e-05 - 4.586062e-05 + 4.297004e-05 + 5.225046e-05 PREV_NAME_CASH_LOAN_PURPOSE_Furniture - 4.167074e-05 - 2.048039e-05 + 4.136775e-05 + 2.186441e-05 FLAG_DOCUMENT_14 - 3.874491e-05 - 2.332590e-05 - - - PREV_NAME_PAYMENT_TYPE_Cashless from the accou... - 3.734130e-05 - 2.528751e-05 + 3.727573e-05 + 2.496147e-05 BUREAU_CREDIT_TYPE_Another type of loan - 3.613876e-05 - 2.351645e-05 + 3.545686e-05 + 2.720965e-05 - FLAG_CONT_MOBILE - 3.398949e-05 - 1.543463e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Buying a new car + 3.457627e-05 + 2.394215e-05 - POS_NAME_CONTRACT_STATUS_Demand - 3.219012e-05 - 2.156573e-05 + PREV_NAME_PAYMENT_TYPE_Cashless from the accou... + 3.400554e-05 + 2.639660e-05 PREV_NAME_CONTRACT_TYPE_XNA - 3.108923e-05 - 2.185500e-05 + 3.248639e-05 + 2.623782e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Buying a new car - 3.100827e-05 - 2.021656e-05 + POS_NAME_CONTRACT_STATUS_Demand + 3.234944e-05 + 2.142141e-05 PREV_NAME_CASH_LOAN_PURPOSE_Car repairs - 3.087875e-05 - 3.046974e-05 + 3.184786e-05 + 3.438549e-05 - FLAG_DOCUMENT_19 - 3.038297e-05 - 3.926667e-05 + BUREAU_CREDIT_TYPE_Loan for working capital re... + 3.146493e-05 + 2.791496e-05 - BUREAU_CREDIT_TYPE_Loan for working capital re... - 3.013571e-05 - 2.517916e-05 + FLAG_DOCUMENT_19 + 3.072085e-05 + 4.192504e-05 - FLAG_DOCUMENT_15 - 2.690101e-05 - 2.439529e-05 + FLAG_CONT_MOBILE + 2.972646e-05 + 1.509993e-05 - PREV_NAME_SELLER_INDUSTRY_MLM partners - 2.631844e-05 - 1.429230e-05 + FLAG_DOCUMENT_15 + 2.735404e-05 + 2.515411e-05 PREV_NAME_CASH_LOAN_PURPOSE_Buying a home - 2.552305e-05 - 1.610784e-05 + 2.628538e-05 + 1.651967e-05 BUREAU_CREDIT_TYPE_Unknown type of loan - 2.333801e-05 - 1.962264e-05 + 2.500220e-05 + 1.964825e-05 PREV_NAME_SELLER_INDUSTRY_Tourism - 2.167409e-05 - 1.615647e-05 + 2.285547e-05 + 1.574686e-05 + + + PREV_NAME_SELLER_INDUSTRY_MLM partners + 2.263370e-05 + 1.316402e-05 PREV_NAME_PORTFOLIO_Cars - 1.966423e-05 - 1.178490e-05 + 2.053161e-05 + 1.127091e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Wedding / gift / h... - 1.946038e-05 - 9.467448e-06 + PREV_NAME_GOODS_CATEGORY_Additional Service + 1.929339e-05 + 4.185416e-05 PREV_CHANNEL_TYPE_Car dealer - 1.933892e-05 - 1.061651e-05 + 1.901910e-05 + 1.065447e-05 - PREV_NAME_GOODS_CATEGORY_Additional Service - 1.755292e-05 - 3.703946e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Wedding / gift / h... + 1.750927e-05 + 1.247206e-05 - PREV_NAME_GOODS_CATEGORY_Direct Sales - 1.647744e-05 - 1.477167e-05 + PREV_NAME_GOODS_CATEGORY_Fitness + 1.742428e-05 + 3.094220e-05 - PREV_NAME_GOODS_CATEGORY_Fitness - 1.647526e-05 - 2.640287e-05 + FLAG_DOCUMENT_20 + 1.624566e-05 + 2.049519e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Buying a holiday h... - 1.612561e-05 - 1.538636e-05 + PREV_NAME_GOODS_CATEGORY_Direct Sales + 1.490701e-05 + 1.526275e-05 - PREV_CODE_REJECT_REASON_SYSTEM - 1.547012e-05 - 8.847596e-06 + CREDIT_NAME_CONTRACT_STATUS_Sent proposal + 1.437963e-05 + 1.095671e-05 - FLAG_DOCUMENT_20 - 1.465130e-05 - 1.744165e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Buying a holiday h... + 1.417983e-05 + 1.206462e-05 - CREDIT_NAME_CONTRACT_STATUS_Sent proposal - 1.357220e-05 - 9.794925e-06 + PREV_CODE_REJECT_REASON_SYSTEM + 1.378631e-05 + 7.871865e-06 FLAG_DOCUMENT_17 - 1.245100e-05 - 1.585628e-05 + 1.314785e-05 + 1.900528e-05 PREV_NAME_CASH_LOAN_PURPOSE_Business development - 1.164357e-05 - 1.168933e-05 + 1.235615e-05 + 1.264045e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Gasification / wat... - 8.990443e-06 - 8.610848e-06 + PREV_NAME_GOODS_CATEGORY_Insurance + 9.141070e-06 + 1.934919e-05 - FLAG_DOCUMENT_7 - 8.426274e-06 - 1.700185e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Gasification / wat... + 8.222975e-06 + 9.704383e-06 - PREV_NAME_GOODS_CATEGORY_Insurance - 8.394398e-06 - 1.489154e-05 + FLAG_DOCUMENT_7 + 7.586830e-06 + 1.516950e-05 BUREAU_CREDIT_CURRENCY_currency 3 - 5.541528e-06 - 8.481326e-06 + 5.557853e-06 + 1.057283e-05 PREV_NAME_GOODS_CATEGORY_Education - 4.968316e-06 - 8.786517e-06 + 5.362322e-06 + 1.122855e-05 - FLAG_DOCUMENT_21 - 3.671197e-06 - 6.332440e-06 + BUREAU_CREDIT_ACTIVE_Bad debt + 3.218093e-06 + 9.654280e-06 - BUREAU_CREDIT_ACTIVE_Bad debt - 2.967729e-06 - 8.516562e-06 + FLAG_DOCUMENT_21 + 2.950828e-06 + 5.349222e-06 - CREDIT_NAME_CONTRACT_STATUS_Refused - 2.894604e-06 - 7.242421e-06 + PREV_NAME_CASH_LOAN_PURPOSE_Buying a garage + 2.209419e-06 + 2.962350e-06 POS_NAME_CONTRACT_STATUS_Amortized debt - 2.252037e-06 - 4.661347e-06 + 2.084044e-06 + 4.433058e-06 - BUREAU_CREDIT_CURRENCY_currency 4 - 2.165452e-06 - 4.817078e-06 + CREDIT_NAME_CONTRACT_STATUS_Refused + 1.918790e-06 + 5.591297e-06 - PREV_NAME_CASH_LOAN_PURPOSE_Buying a garage - 2.083339e-06 - 2.452063e-06 + PREV_NAME_CASH_LOAN_PURPOSE_Refusal to name th... + 1.772336e-06 + 2.307101e-06 - CREDIT_NAME_CONTRACT_STATUS_Demand - 1.671477e-06 - 3.388022e-06 + BUREAU_CREDIT_CURRENCY_currency 4 + 1.715555e-06 + 3.764049e-06 - FLAG_DOCUMENT_4 - 1.626019e-06 - 2.019584e-06 + BUREAU_CREDIT_TYPE_Real estate loan + 1.617276e-06 + 3.757519e-06 - BUREAU_CREDIT_TYPE_Cash loan (non-earmarked) - 1.600161e-06 - 4.259286e-06 + CREDIT_NAME_CONTRACT_STATUS_Demand + 1.498730e-06 + 3.088450e-06 - PREV_NAME_CASH_LOAN_PURPOSE_Refusal to name th... - 1.499118e-06 - 1.972321e-06 + BUREAU_CREDIT_TYPE_Cash loan (non-earmarked) + 1.478664e-06 + 3.756742e-06 PREV_NAME_GOODS_CATEGORY_Weapon - 1.394781e-06 - 2.828573e-06 - - - BUREAU_CREDIT_TYPE_Real estate loan - 1.325465e-06 - 3.006911e-06 + 1.268239e-06 + 2.798572e-06 FLAG_DOCUMENT_10 - 1.239150e-06 - 3.717451e-06 + 8.803351e-07 + 2.641005e-06 - FLAG_DOCUMENT_2 - 9.251245e-07 - 2.775373e-06 + FLAG_DOCUMENT_4 + 7.842132e-07 + 1.312327e-06 PREV_NAME_CASH_LOAN_PURPOSE_Hobby - 8.394376e-07 - 2.108276e-06 + 7.743526e-07 + 1.556071e-06 - PREV_NAME_CASH_LOAN_PURPOSE_Money for a third ... - 8.157384e-07 - 2.339147e-06 + FLAG_DOCUMENT_2 + 6.102303e-07 + 1.830691e-06 - BUREAU_CREDIT_TYPE_Loan for the purchase of eq... - 5.719339e-07 - 1.418310e-06 + PREV_NAME_CASH_LOAN_PURPOSE_Money for a third ... + 5.276874e-07 + 1.178680e-06 BUREAU_CREDIT_TYPE_Loan for purchase of shares... - 2.047742e-07 - 6.143226e-07 + 4.522693e-07 + 1.356808e-06 + + + BUREAU_CREDIT_TYPE_Loan for the purchase of eq... + 1.998875e-07 + 4.446582e-07 POS_NAME_CONTRACT_STATUS_Canceled - 4.832913e-08 - 1.449874e-07 + 0.000000e+00 + 0.000000e+00 FLAG_DOCUMENT_12 @@ -1618,17 +1618,17 @@ 0.000000e+00 - PREV_NAME_GOODS_CATEGORY_House Construction + BUREAU_CREDIT_TYPE_Mobile operator loan 0.000000e+00 0.000000e+00 - BUREAU_CREDIT_TYPE_Interbank credit + PREV_NAME_GOODS_CATEGORY_Animals 0.000000e+00 0.000000e+00 - POS_NAME_CONTRACT_STATUS_XNA + PREV_NAME_GOODS_CATEGORY_House Construction 0.000000e+00 0.000000e+00 @@ -1643,12 +1643,12 @@ 0.000000e+00 - BUREAU_CREDIT_TYPE_Mobile operator loan + POS_NAME_CONTRACT_STATUS_XNA 0.000000e+00 0.000000e+00 - PREV_NAME_GOODS_CATEGORY_Animals + BUREAU_CREDIT_TYPE_Interbank credit 0.000000e+00 0.000000e+00 diff --git a/html/tree_importances_autoencoder_embeddings.html b/html/tree_importances_autoencoder_embeddings.html index d20a5e4..8f796d5 100644 --- a/html/tree_importances_autoencoder_embeddings.html +++ b/html/tree_importances_autoencoder_embeddings.html @@ -19,4817 +19,4817 @@ PREV_DAYS_FIRST_DUE - 2.909537e-02 - 1.920341e-03 - 2.819469e-02 - 0.028867 - 3.072290e-02 - 2.852169e-02 - 0.030122 - 3.264767e-02 - 3.084800e-02 - 2.726340e-02 - 2.813758e-02 - 2.562873e-02 + 3.229414e-02 + 3.439460e-03 + 2.980601e-02 + 3.264576e-02 + 3.225650e-02 + 0.030604 + 3.710797e-02 + 3.792505e-02 + 3.563027e-02 + 2.832526e-02 + 0.031520 + 2.712061e-02 DAYS_EMPLOYED - 2.819480e-02 - 1.176686e-03 - 2.781756e-02 - 0.030641 - 2.926778e-02 - 2.723220e-02 - 0.027724 - 2.821955e-02 - 2.771674e-02 - 2.942127e-02 - 2.640293e-02 - 2.750465e-02 + 3.104162e-02 + 1.342196e-03 + 3.204504e-02 + 3.177536e-02 + 3.152438e-02 + 0.030075 + 3.142776e-02 + 3.136712e-02 + 3.052692e-02 + 3.340396e-02 + 0.028152 + 3.011875e-02 PERCENT_EMPLOYED_TO_AGE - 2.796168e-02 - 1.052457e-03 - 2.902771e-02 - 0.029494 - 2.895484e-02 - 2.820647e-02 - 0.026439 - 2.840846e-02 - 2.672409e-02 - 2.744357e-02 - 2.838755e-02 - 2.653081e-02 + 3.037828e-02 + 1.900543e-03 + 2.963988e-02 + 3.092474e-02 + 3.443957e-02 + 0.029623 + 2.669272e-02 + 3.073124e-02 + 2.966301e-02 + 3.194515e-02 + 0.030879 + 2.924409e-02 PREV_DAYS_LAST_DUE_1ST_VERSION - 2.542830e-02 - 1.450653e-03 - 2.819729e-02 - 0.023174 - 2.562248e-02 - 2.435395e-02 - 0.024335 - 2.613449e-02 - 2.655427e-02 - 2.394264e-02 - 2.679597e-02 - 2.517230e-02 - - - BUREAU_DAYS_CREDIT_ENDDATE - 2.439852e-02 - 1.969360e-03 - 2.333786e-02 - 0.025851 - 2.877814e-02 - 2.603762e-02 - 0.023825 - 2.269226e-02 - 2.291118e-02 - 2.500781e-02 - 2.390546e-02 - 2.163920e-02 + 2.894098e-02 + 1.276478e-03 + 3.044337e-02 + 2.892715e-02 + 2.895064e-02 + 0.028757 + 2.768793e-02 + 2.757884e-02 + 3.072225e-02 + 2.745559e-02 + 0.030975 + 2.791163e-02 FLAG_EMP_PHONE - 2.349730e-02 - 1.265727e-03 - 2.385918e-02 - 0.024265 - 2.535434e-02 - 2.092800e-02 - 0.023452 - 2.343972e-02 - 2.176939e-02 - 2.484031e-02 - 2.400841e-02 - 2.305637e-02 + 2.812786e-02 + 1.759578e-03 + 2.760914e-02 + 2.973608e-02 + 3.133614e-02 + 0.025785 + 2.626039e-02 + 2.699778e-02 + 2.759130e-02 + 3.032163e-02 + 0.028886 + 2.675560e-02 EMPLOYED - 2.301477e-02 - 1.211594e-03 - 2.389535e-02 - 0.023328 - 2.482664e-02 - 2.289142e-02 - 0.022256 - 2.259401e-02 - 2.053700e-02 - 2.453594e-02 - 2.192614e-02 - 2.335671e-02 + 2.763228e-02 + 1.665398e-03 + 2.964235e-02 + 2.866406e-02 + 2.855613e-02 + 0.026951 + 2.801437e-02 + 2.649807e-02 + 2.338274e-02 + 2.753791e-02 + 0.028832 + 2.824346e-02 + + + BUREAU_DAYS_CREDIT_ENDDATE + 2.653949e-02 + 2.138512e-03 + 2.575892e-02 + 2.845905e-02 + 3.124155e-02 + 0.028284 + 2.580510e-02 + 2.481188e-02 + 2.497423e-02 + 2.687600e-02 + 0.025736 + 2.344874e-02 DAYS_BIRTH - 1.828916e-02 - 4.763163e-04 - 1.863012e-02 - 0.017910 - 1.760516e-02 - 1.858238e-02 - 0.018793 - 1.865769e-02 - 1.890923e-02 - 1.782719e-02 - 1.761040e-02 - 1.836658e-02 + 1.959097e-02 + 1.128045e-03 + 1.925098e-02 + 2.008309e-02 + 1.790800e-02 + 0.021589 + 2.149304e-02 + 1.988826e-02 + 1.884908e-02 + 1.913212e-02 + 0.018855 + 1.886064e-02 PREV_DAYS_LAST_DUE - 1.825700e-02 - 1.195414e-03 - 1.771992e-02 - 0.019327 - 1.861603e-02 - 1.785238e-02 - 0.018613 - 2.060856e-02 - 1.903426e-02 - 1.774377e-02 - 1.670110e-02 - 1.635434e-02 + 1.927990e-02 + 8.978629e-04 + 1.967776e-02 + 1.844382e-02 + 1.948816e-02 + 0.018639 + 1.956183e-02 + 2.086737e-02 + 2.037600e-02 + 1.953035e-02 + 0.018368 + 1.784602e-02 - PREV_DAYS_TERMINATION - 1.551162e-02 - 8.107666e-04 - 1.585750e-02 - 0.015674 - 1.632254e-02 - 1.500827e-02 - 0.015680 - 1.638915e-02 - 1.651122e-02 - 1.520913e-02 - 1.465301e-02 - 1.381156e-02 + CREDIT_AMT_CREDIT_LIMIT_ACTUAL + 1.789746e-02 + 1.580259e-03 + 2.066971e-02 + 1.850553e-02 + 1.936386e-02 + 0.019401 + 1.777944e-02 + 1.606729e-02 + 1.617815e-02 + 1.859191e-02 + 0.016198 + 1.621901e-02 CREDIT_MONTHS_BALANCE - 1.543776e-02 - 1.069985e-03 - 1.759295e-02 - 0.015898 - 1.656764e-02 - 1.526109e-02 - 0.014937 - 1.532504e-02 - 1.600395e-02 - 1.477208e-02 - 1.370964e-02 - 1.431061e-02 + 1.780677e-02 + 1.632017e-03 + 1.925011e-02 + 1.768589e-02 + 1.863350e-02 + 0.018380 + 1.709830e-02 + 1.777244e-02 + 1.816757e-02 + 2.072595e-02 + 0.015695 + 1.465867e-02 - CREDIT_AMT_CREDIT_LIMIT_ACTUAL - 1.519552e-02 - 8.673799e-04 - 1.650948e-02 - 0.015174 - 1.523933e-02 - 1.542945e-02 - 0.015893 - 1.428649e-02 - 1.554926e-02 - 1.558441e-02 - 1.513111e-02 - 1.315918e-02 + PREV_DAYS_TERMINATION + 1.700676e-02 + 1.105113e-03 + 1.731566e-02 + 1.757922e-02 + 1.756525e-02 + 0.016785 + 1.700605e-02 + 1.855590e-02 + 1.860036e-02 + 1.576535e-02 + 0.015241 + 1.565435e-02 INSTA_NUM_INSTALMENT_VERSION - 1.481581e-02 - 1.007253e-03 - 1.523867e-02 - 0.013834 - 1.284370e-02 - 1.515536e-02 - 0.014330 - 1.451367e-02 - 1.496733e-02 - 1.655602e-02 - 1.464284e-02 - 1.607667e-02 + 1.605042e-02 + 1.546486e-03 + 1.761272e-02 + 1.437129e-02 + 1.292146e-02 + 0.016404 + 1.551144e-02 + 1.551670e-02 + 1.650802e-02 + 1.713321e-02 + 0.015877 + 1.864916e-02 + + + CREDIT_AMT_DRAWINGS_CURRENT + 1.555298e-02 + 1.350143e-03 + 1.786374e-02 + 1.564458e-02 + 1.350089e-02 + 0.015595 + 1.353925e-02 + 1.676268e-02 + 1.501516e-02 + 1.614252e-02 + 0.014627 + 1.683946e-02 PREV_AMT_APPLICATION - 1.460379e-02 - 1.055032e-03 - 1.523996e-02 - 0.013879 - 1.475879e-02 - 1.444688e-02 - 0.013870 - 1.329101e-02 - 1.321080e-02 - 1.532745e-02 - 1.686894e-02 - 1.514603e-02 + 1.532342e-02 + 1.169502e-03 + 1.569760e-02 + 1.430760e-02 + 1.480865e-02 + 0.015638 + 1.448234e-02 + 1.399118e-02 + 1.405852e-02 + 1.645405e-02 + 0.017853 + 1.594334e-02 - PREV_AMT_CREDIT - 1.391725e-02 - 8.684625e-04 - 1.384744e-02 - 0.013302 - 1.417307e-02 - 1.402689e-02 - 0.013952 - 1.218098e-02 - 1.347345e-02 - 1.436227e-02 - 1.583006e-02 - 1.402422e-02 + PREV_DAYS_FIRST_DRAWING + 1.529067e-02 + 8.591432e-04 + 1.508347e-02 + 1.412106e-02 + 1.511405e-02 + 0.016294 + 1.677903e-02 + 1.516395e-02 + 1.441842e-02 + 1.644726e-02 + 0.014765 + 1.472057e-02 + + + CREDIT_NAME_CONTRACT_STATUS_Active + 1.527905e-02 + 1.609391e-03 + 1.648476e-02 + 1.568498e-02 + 1.903243e-02 + 0.013752 + 1.364358e-02 + 1.507677e-02 + 1.621655e-02 + 1.335016e-02 + 0.014635 + 1.491448e-02 CREDIT_AMT_PAYMENT_CURRENT - 1.382156e-02 - 1.066047e-03 - 1.530059e-02 - 0.014352 - 1.176588e-02 - 1.380986e-02 - 0.013360 - 1.286395e-02 - 1.406506e-02 - 1.449429e-02 - 1.290420e-02 - 1.530022e-02 + 1.520272e-02 + 1.773601e-03 + 1.744418e-02 + 1.529979e-02 + 1.271533e-02 + 0.015521 + 1.365520e-02 + 1.301531e-02 + 1.556423e-02 + 1.797977e-02 + 0.013832 + 1.700071e-02 PREV_AMT_GOODS_PRICE - 1.378938e-02 - 6.478795e-04 - 1.401309e-02 - 0.012604 - 1.319342e-02 - 1.419369e-02 - 0.013743 - 1.302852e-02 - 1.357181e-02 - 1.459434e-02 - 1.442322e-02 - 1.452839e-02 + 1.467519e-02 + 7.958824e-04 + 1.475181e-02 + 1.381017e-02 + 1.348148e-02 + 0.015725 + 1.396468e-02 + 1.391847e-02 + 1.503254e-02 + 1.566826e-02 + 0.015595 + 1.480515e-02 - PREV_AMT_ANNUITY - 1.374983e-02 - 4.418427e-04 - 1.381334e-02 - 0.013761 - 1.345975e-02 - 1.372749e-02 - 0.014080 - 1.310112e-02 - 1.299297e-02 - 1.451716e-02 - 1.413012e-02 - 1.391624e-02 + PREV_AMT_CREDIT + 1.467103e-02 + 1.176657e-03 + 1.449745e-02 + 1.346978e-02 + 1.577335e-02 + 0.014326 + 1.527177e-02 + 1.258621e-02 + 1.364012e-02 + 1.546862e-02 + 0.016814 + 1.486301e-02 - AMT_CREDIT - 1.348474e-02 - 9.381072e-04 - 1.135067e-02 - 0.013194 - 1.362788e-02 - 1.268931e-02 - 0.014402 - 1.431701e-02 - 1.431642e-02 - 1.288338e-02 - 1.363392e-02 - 1.443309e-02 + PREV_AMT_ANNUITY + 1.453927e-02 + 7.998785e-04 + 1.498846e-02 + 1.468851e-02 + 1.420569e-02 + 0.013586 + 1.593678e-02 + 1.374776e-02 + 1.350727e-02 + 1.517927e-02 + 0.015479 + 1.407395e-02 - CREDIT_NAME_CONTRACT_STATUS_Active - 1.346439e-02 - 1.053251e-03 - 1.422187e-02 - 0.014130 - 1.559332e-02 - 1.332790e-02 - 0.012325 - 1.145049e-02 - 1.364032e-02 - 1.349596e-02 - 1.335064e-02 - 1.310872e-02 + AMT_CREDIT + 1.390568e-02 + 1.114599e-03 + 1.146221e-02 + 1.392030e-02 + 1.421378e-02 + 0.012631 + 1.552236e-02 + 1.433589e-02 + 1.460251e-02 + 1.343797e-02 + 0.013915 + 1.501506e-02 - PREV_DAYS_FIRST_DRAWING - 1.299383e-02 - 1.140483e-03 - 1.331340e-02 - 0.012094 - 1.207026e-02 - 1.335790e-02 - 0.013702 - 1.392952e-02 - 1.181816e-02 - 1.547575e-02 - 1.261405e-02 - 1.156345e-02 + CREDIT_AMT_PAYMENT_TOTAL_CURRENT + 1.387709e-02 + 1.283170e-03 + 1.418053e-02 + 1.408760e-02 + 1.129787e-02 + 0.013771 + 1.317902e-02 + 1.359359e-02 + 1.300902e-02 + 1.543817e-02 + 0.013907 + 1.630736e-02 AMT_GOODS_PRICE - 1.299009e-02 - 1.098006e-03 - 1.093586e-02 - 0.012702 - 1.365680e-02 - 1.178457e-02 - 0.013457 - 1.436985e-02 - 1.398340e-02 - 1.212168e-02 - 1.255576e-02 - 1.433339e-02 + 1.340601e-02 + 1.409287e-03 + 1.075902e-02 + 1.310042e-02 + 1.411380e-02 + 0.012115 + 1.360735e-02 + 1.568368e-02 + 1.436195e-02 + 1.216741e-02 + 0.013071 + 1.508061e-02 INSTA_AMT_INSTALMENT - 1.288865e-02 - 7.808836e-04 - 1.272035e-02 - 0.012620 - 1.199654e-02 - 1.265059e-02 - 0.012164 - 1.281853e-02 - 1.241121e-02 - 1.279124e-02 - 1.417542e-02 - 1.453841e-02 + 1.337077e-02 + 1.037957e-03 + 1.360522e-02 + 1.329194e-02 + 1.228267e-02 + 0.012992 + 1.241104e-02 + 1.252822e-02 + 1.279478e-02 + 1.328777e-02 + 0.014869 + 1.564493e-02 - CREDIT_AMT_DRAWINGS_CURRENT - 1.266631e-02 - 1.064829e-03 - 1.377341e-02 - 0.012646 - 1.025920e-02 - 1.327595e-02 - 0.011405 - 1.370660e-02 - 1.248355e-02 - 1.320367e-02 - 1.232858e-02 - 1.358121e-02 + CREDIT_CNT_INSTALMENT_MATURE_CUM + 1.286837e-02 + 1.026284e-03 + 1.352910e-02 + 1.358677e-02 + 1.299097e-02 + 0.010023 + 1.273379e-02 + 1.298871e-02 + 1.272901e-02 + 1.275274e-02 + 0.013446 + 1.390340e-02 - CREDIT_AMT_PAYMENT_TOTAL_CURRENT - 1.227675e-02 - 1.198703e-03 - 1.367371e-02 - 0.012694 - 1.018782e-02 - 1.256423e-02 - 0.011253 - 1.210544e-02 - 1.119215e-02 - 1.237592e-02 - 1.209852e-02 - 1.462256e-02 + CREDIT_AMT_BALANCE + 1.268376e-02 + 8.151255e-04 + 1.263234e-02 + 1.228608e-02 + 1.188086e-02 + 0.012808 + 1.351933e-02 + 1.342580e-02 + 1.345239e-02 + 1.158272e-02 + 0.013801 + 1.144945e-02 INSTA_AMT_PAYMENT - 1.223062e-02 - 7.581873e-04 - 1.235895e-02 - 0.011963 - 1.107393e-02 - 1.215217e-02 - 0.012104 - 1.135385e-02 - 1.213202e-02 - 1.206614e-02 - 1.361018e-02 - 1.349214e-02 - - - OBS_60_CNT_SOCIAL_CIRCLE - 1.131882e-02 - 1.391314e-03 - 1.142159e-02 - 0.010328 - 1.116454e-02 - 1.209412e-02 - 0.012842 - 9.645466e-03 - 1.387320e-02 - 9.034073e-03 - 1.073486e-02 - 1.204972e-02 + 1.266580e-02 + 9.270113e-04 + 1.225314e-02 + 1.165070e-02 + 1.216288e-02 + 0.013320 + 1.186023e-02 + 1.219312e-02 + 1.186025e-02 + 1.281885e-02 + 0.014158 + 1.438018e-02 OBS_30_CNT_SOCIAL_CIRCLE - 1.127058e-02 - 1.423832e-03 - 1.179854e-02 - 0.010512 - 1.093615e-02 - 1.163908e-02 - 0.013225 - 9.150290e-03 - 1.374328e-02 - 9.110805e-03 - 1.109947e-02 - 1.149159e-02 + 1.222222e-02 + 1.514101e-03 + 1.263657e-02 + 1.142668e-02 + 1.189191e-02 + 0.013108 + 1.419496e-02 + 1.011543e-02 + 1.463989e-02 + 9.691482e-03 + 0.011691 + 1.282604e-02 - CREDIT_CNT_INSTALMENT_MATURE_CUM - 1.115152e-02 - 1.294808e-03 - 1.239290e-02 - 0.010957 - 1.102757e-02 - 8.691988e-03 - 0.010358 - 1.014492e-02 - 1.316821e-02 - 1.022796e-02 - 1.242143e-02 - 1.212456e-02 + OBS_60_CNT_SOCIAL_CIRCLE + 1.214764e-02 + 1.845374e-03 + 1.216591e-02 + 1.070374e-02 + 1.191798e-02 + 0.012578 + 1.418158e-02 + 9.767113e-03 + 1.590730e-02 + 9.571082e-03 + 0.011608 + 1.307631e-02 - AMT_ANNUITY - 1.108020e-02 - 1.230271e-03 - 9.206034e-03 - 0.012382 - 1.074263e-02 - 1.181051e-02 - 0.012569 - 1.245293e-02 - 1.032790e-02 - 9.885154e-03 - 9.505323e-03 - 1.192077e-02 + CREDIT_AMT_INST_MIN_REGULARITY + 1.208322e-02 + 1.450954e-03 + 1.111489e-02 + 1.292004e-02 + 1.363410e-02 + 0.009706 + 1.201534e-02 + 1.183775e-02 + 1.197162e-02 + 1.001344e-02 + 0.014530 + 1.308888e-02 - CREDIT_AMT_BALANCE - 1.077659e-02 - 6.798886e-04 - 1.137763e-02 - 0.010154 - 1.096188e-02 - 1.058686e-02 - 0.011133 - 1.155762e-02 - 9.976593e-03 - 9.520585e-03 - 1.169755e-02 - 1.079959e-02 + AMT_ANNUITY + 1.120800e-02 + 1.622115e-03 + 8.701387e-03 + 1.258280e-02 + 1.092830e-02 + 0.011920 + 1.321881e-02 + 1.308914e-02 + 1.020953e-02 + 9.631512e-03 + 0.009124 + 1.267367e-02 - CREDIT_AMT_INST_MIN_REGULARITY - 1.059209e-02 - 1.010644e-03 - 1.013456e-02 - 0.011344 - 1.196190e-02 - 8.984878e-03 - 0.010808 - 1.046563e-02 - 9.758878e-03 - 9.213846e-03 - 1.193408e-02 - 1.131451e-02 + CREDIT_AMT_TOTAL_RECEIVABLE + 1.083708e-02 + 1.134477e-03 + 1.059484e-02 + 1.093428e-02 + 1.076633e-02 + 0.010749 + 1.066362e-02 + 9.838757e-03 + 1.071583e-02 + 1.100553e-02 + 0.013864 + 9.238533e-03 CREDIT_AMT_RECIVABLE - 9.517878e-03 - 5.689120e-04 - 1.019151e-02 - 0.009008 - 9.465160e-03 - 9.148438e-03 - 0.008659 - 9.476341e-03 - 9.682942e-03 - 9.245422e-03 - 1.075964e-02 - 9.542331e-03 + 1.083207e-02 + 6.936405e-04 + 1.201866e-02 + 9.923262e-03 + 1.110096e-02 + 0.011450 + 1.017993e-02 + 1.138907e-02 + 1.079913e-02 + 9.844633e-03 + 0.011261 + 1.035448e-02 - CREDIT_AMT_TOTAL_RECEIVABLE - 9.326657e-03 - 8.384255e-04 - 9.665060e-03 - 0.009267 - 9.539869e-03 - 8.522537e-03 - 0.009925 - 9.137387e-03 - 9.130280e-03 - 8.822481e-03 - 1.126418e-02 - 7.992764e-03 + CREDIT_AMT_RECEIVABLE_PRINCIPAL + 1.034929e-02 + 9.925985e-04 + 1.103859e-02 + 9.684415e-03 + 1.075550e-02 + 0.011810 + 1.067660e-02 + 1.060434e-02 + 1.006443e-02 + 8.128298e-03 + 0.011217 + 9.513936e-03 CREDIT_CNT_DRAWINGS_CURRENT - 9.297738e-03 - 6.599062e-04 - 1.013089e-02 - 0.008967 - 9.675593e-03 - 9.114338e-03 - 0.009145 - 9.198339e-03 - 8.868980e-03 - 1.071024e-02 - 8.316666e-03 - 8.850704e-03 + 9.883822e-03 + 1.029019e-03 + 1.113875e-02 + 9.949925e-03 + 9.665775e-03 + 0.009576 + 8.997057e-03 + 1.007224e-02 + 9.826387e-03 + 1.169463e-02 + 0.007724 + 1.019397e-02 - CREDIT_AMT_RECEIVABLE_PRINCIPAL - 9.078966e-03 - 6.734748e-04 - 9.567790e-03 - 0.009016 - 8.719586e-03 - 1.050654e-02 - 0.008831 - 9.358525e-03 - 8.375669e-03 - 8.587857e-03 - 9.686484e-03 - 8.140233e-03 + BUREAU_AMT_CREDIT_SUM + 8.611538e-03 + 1.171781e-03 + 8.628490e-03 + 7.633293e-03 + 9.741094e-03 + 0.008427 + 7.317105e-03 + 1.140408e-02 + 8.702774e-03 + 7.674168e-03 + 0.007623 + 8.964951e-03 - BUREAU_AMT_CREDIT_SUM - 8.971234e-03 - 9.583268e-04 - 9.099111e-03 - 0.008139 - 1.002933e-02 - 8.749945e-03 - 0.007751 - 1.106443e-02 - 9.171976e-03 - 8.259088e-03 - 8.106155e-03 - 9.343183e-03 + BUREAU_AMT_CREDIT_SUM_DEBT + 7.782433e-03 + 8.257455e-04 + 8.586768e-03 + 6.996051e-03 + 8.555701e-03 + 0.007115 + 7.935423e-03 + 8.720971e-03 + 8.698503e-03 + 6.858584e-03 + 0.006409 + 7.948089e-03 INSTA_DAYS_INSTALMENT - 8.193156e-03 - 5.338010e-04 - 7.950521e-03 - 0.008861 - 7.219406e-03 - 8.441969e-03 - 0.007883 - 8.232895e-03 - 8.098078e-03 - 8.773593e-03 - 7.569280e-03 - 8.901452e-03 + 7.752482e-03 + 6.295436e-04 + 7.442461e-03 + 8.752105e-03 + 6.974999e-03 + 0.007791 + 7.116358e-03 + 8.264564e-03 + 7.480590e-03 + 8.316656e-03 + 0.006920 + 8.466517e-03 INSTA_DAYS_ENTRY_PAYMENT - 8.075103e-03 - 3.960938e-04 - 7.657233e-03 - 0.008642 - 7.967190e-03 - 7.888117e-03 - 0.007908 - 8.187393e-03 - 7.574961e-03 - 8.185234e-03 - 7.846255e-03 - 8.894624e-03 + 7.666996e-03 + 7.167777e-04 + 7.301577e-03 + 8.205666e-03 + 6.968574e-03 + 0.007258 + 6.804703e-03 + 8.547336e-03 + 7.546252e-03 + 7.903490e-03 + 0.007031 + 9.103939e-03 - BUREAU_AMT_CREDIT_SUM_DEBT - 7.792611e-03 - 7.170189e-04 - 8.604490e-03 - 0.007152 - 8.338539e-03 - 7.316203e-03 - 0.007836 - 8.823805e-03 - 8.435547e-03 - 6.945011e-03 - 6.632007e-03 - 7.842735e-03 + NAME_INCOME_TYPE + 7.655090e-03 + 4.424842e-04 + 8.315326e-03 + 7.706138e-03 + 7.332300e-03 + 0.007277 + 7.003442e-03 + 8.115503e-03 + 7.976248e-03 + 8.074499e-03 + 0.007059 + 7.691341e-03 + + + PREV_NAME_PORTFOLIO_Cards + 7.405188e-03 + 5.378891e-04 + 7.707036e-03 + 7.805267e-03 + 8.780598e-03 + 0.007192 + 6.800154e-03 + 7.195943e-03 + 7.174838e-03 + 7.230137e-03 + 0.007040 + 7.125647e-03 PREV_CNT_PAYMENT - 7.507355e-03 - 4.669942e-04 - 7.774248e-03 - 0.006774 - 8.021837e-03 - 8.280429e-03 - 0.007740 - 7.098403e-03 - 7.309425e-03 - 6.865221e-03 - 7.698009e-03 - 7.512082e-03 + 7.280029e-03 + 5.067490e-04 + 7.438762e-03 + 6.677289e-03 + 7.788949e-03 + 0.008007 + 7.304363e-03 + 6.805884e-03 + 7.452537e-03 + 6.287792e-03 + 0.007381 + 7.656049e-03 - POS_CNT_INSTALMENT_FUTURE - 7.312937e-03 - 1.719799e-04 - 7.619082e-03 - 0.007192 - 7.494055e-03 - 7.149872e-03 - 0.007351 - 7.042246e-03 - 7.481792e-03 - 7.353814e-03 - 7.281961e-03 - 7.164193e-03 + POS_NAME_CONTRACT_STATUS_Completed + 6.964684e-03 + 6.451802e-04 + 6.709741e-03 + 7.642733e-03 + 6.621580e-03 + 0.007067 + 6.781626e-03 + 8.116717e-03 + 5.911387e-03 + 7.343086e-03 + 0.006101 + 7.352336e-03 - NAME_INCOME_TYPE - 7.187599e-03 - 5.931822e-04 - 7.405197e-03 - 0.006389 - 6.731713e-03 - 6.963259e-03 - 0.007241 - 6.508272e-03 - 8.372266e-03 - 7.848447e-03 - 6.840999e-03 - 7.575742e-03 + POS_CNT_INSTALMENT_FUTURE + 6.936747e-03 + 2.609169e-04 + 7.248994e-03 + 7.069068e-03 + 7.001747e-03 + 0.006468 + 6.960192e-03 + 6.899542e-03 + 7.424537e-03 + 6.675873e-03 + 0.006839 + 6.780043e-03 INSTA_NUM_INSTALMENT_NUMBER - 7.148624e-03 - 3.918957e-04 - 7.033657e-03 - 0.006812 - 6.836183e-03 - 7.153175e-03 - 0.006495 - 7.274795e-03 - 7.977320e-03 - 7.195844e-03 - 7.137865e-03 - 7.571221e-03 + 6.795108e-03 + 6.368523e-04 + 6.642684e-03 + 6.387669e-03 + 5.941756e-03 + 0.007063 + 6.283891e-03 + 6.541448e-03 + 8.247607e-03 + 6.568963e-03 + 0.006721 + 7.553229e-03 - POS_NAME_CONTRACT_STATUS_Completed - 7.083317e-03 - 4.348937e-04 - 6.733486e-03 - 0.007363 - 7.103254e-03 - 7.324329e-03 - 0.006882 - 7.866100e-03 - 6.712613e-03 - 7.415196e-03 - 6.235765e-03 - 7.197120e-03 + POS_NAME_CONTRACT_STATUS_Active + 6.618601e-03 + 7.430203e-04 + 6.411851e-03 + 5.692661e-03 + 7.106601e-03 + 0.007941 + 7.187736e-03 + 6.253421e-03 + 6.289754e-03 + 7.465670e-03 + 0.006349 + 5.488302e-03 + + + OCCUPATION_TYPE + 6.466272e-03 + 7.290258e-04 + 6.764174e-03 + 7.048058e-03 + 4.986950e-03 + 0.006567 + 6.617360e-03 + 6.629394e-03 + 6.701063e-03 + 6.432575e-03 + 0.005322 + 7.594677e-03 POS_MONTHS_BALANCE - 6.883840e-03 - 1.882949e-04 - 6.961214e-03 - 0.006651 - 6.848578e-03 - 7.266805e-03 - 0.006737 - 6.958373e-03 - 6.956919e-03 - 7.069617e-03 - 6.756798e-03 - 6.632428e-03 + 6.457223e-03 + 2.865782e-04 + 6.486668e-03 + 6.481584e-03 + 6.425818e-03 + 0.006589 + 5.901541e-03 + 6.634454e-03 + 6.499352e-03 + 6.956692e-03 + 0.006581 + 6.016003e-03 - POS_NAME_CONTRACT_STATUS_Active - 6.873867e-03 - 4.850967e-04 - 6.667489e-03 - 0.006628 - 6.858783e-03 - 8.164767e-03 - 0.006950 - 6.658574e-03 - 6.673665e-03 - 7.011766e-03 - 6.935837e-03 - 6.189440e-03 + FLAG_DOCUMENT_6 + 6.326009e-03 + 5.979919e-04 + 7.103934e-03 + 6.861303e-03 + 5.474613e-03 + 0.005806 + 6.262195e-03 + 6.469995e-03 + 6.840865e-03 + 5.779154e-03 + 0.005590 + 7.072681e-03 PREV_DAYS_DECISION - 6.768583e-03 - 5.422452e-04 - 6.513054e-03 - 0.007306 - 6.488911e-03 - 7.726706e-03 - 0.007286 - 7.036944e-03 - 6.693404e-03 - 6.382732e-03 - 6.493018e-03 - 5.758862e-03 + 6.296123e-03 + 6.944739e-04 + 6.006312e-03 + 6.094345e-03 + 6.464128e-03 + 0.007698 + 7.214225e-03 + 6.399006e-03 + 5.777637e-03 + 6.396745e-03 + 0.005737 + 5.174141e-03 - PREV_NAME_PORTFOLIO_Cards - 6.421334e-03 - 4.302945e-04 - 7.156726e-03 - 0.006467 - 6.991888e-03 - 6.008037e-03 - 0.006463 - 6.005072e-03 - 6.726655e-03 - 6.563580e-03 - 5.995909e-03 - 5.835776e-03 + BUREAU_AMT_CREDIT_SUM_LIMIT + 6.199928e-03 + 8.632418e-04 + 5.461496e-03 + 5.665630e-03 + 7.093813e-03 + 0.008086 + 6.945593e-03 + 5.734291e-03 + 5.622839e-03 + 6.442981e-03 + 0.005618 + 5.328373e-03 - OCCUPATION_TYPE - 6.349707e-03 - 1.923719e-04 - 6.195082e-03 - 0.006529 - 5.995744e-03 - 6.375969e-03 - 0.006339 - 6.290035e-03 - 6.274693e-03 - 6.400486e-03 - 6.327952e-03 - 6.768865e-03 + CREDIT_AMT_DRAWINGS_ATM_CURRENT + 5.864764e-03 + 5.759351e-04 + 5.269097e-03 + 5.809301e-03 + 5.769833e-03 + 0.005664 + 5.421630e-03 + 5.538831e-03 + 5.747862e-03 + 5.491942e-03 + 0.006861 + 7.073746e-03 - AMT_INCOME_TOTAL - 6.256560e-03 - 2.818326e-04 - 6.542130e-03 - 0.005880 - 6.254957e-03 - 6.453019e-03 - 0.006195 - 6.548885e-03 - 6.372003e-03 - 5.674957e-03 - 6.118864e-03 - 6.526008e-03 + PREV_NAME_CONTRACT_TYPE_Revolving loans + 5.699614e-03 + 5.078484e-04 + 6.366535e-03 + 5.102303e-03 + 5.182935e-03 + 0.004932 + 6.106238e-03 + 5.990434e-03 + 6.312536e-03 + 5.268348e-03 + 0.006030 + 5.705218e-03 - CREDIT_LENGTH - 5.908686e-03 - 4.938269e-04 - 5.002483e-03 - 0.005570 - 5.697819e-03 - 6.178609e-03 - 0.006844 - 5.525638e-03 - 6.471794e-03 - 6.101568e-03 - 5.875449e-03 - 5.819336e-03 + PREV_NAME_CONTRACT_STATUS_Approved + 5.694972e-03 + 5.977584e-04 + 4.736225e-03 + 5.702822e-03 + 6.069225e-03 + 0.005450 + 5.964087e-03 + 6.681852e-03 + 4.774164e-03 + 5.886524e-03 + 0.006332 + 5.352689e-03 - BUREAU_AMT_CREDIT_SUM_LIMIT - 5.688142e-03 - 7.412659e-04 - 4.984263e-03 - 0.005294 - 6.417629e-03 - 7.352744e-03 - 0.006214 - 5.166723e-03 - 5.285880e-03 - 5.974431e-03 - 5.250432e-03 - 4.941761e-03 + AMT_INCOME_TOTAL + 5.529576e-03 + 3.279268e-04 + 5.686883e-03 + 4.993720e-03 + 5.822049e-03 + 0.005838 + 5.489887e-03 + 5.624041e-03 + 5.707941e-03 + 4.860835e-03 + 0.005448 + 5.823696e-03 - POS_CNT_INSTALMENT - 5.589900e-03 - 2.912440e-04 - 5.442200e-03 - 0.005354 - 5.450104e-03 - 6.032171e-03 - 0.005229 - 5.257606e-03 - 6.131680e-03 - 5.716000e-03 - 5.647360e-03 - 5.638605e-03 + ORGANIZATION_TYPE + 5.333285e-03 + 7.075367e-04 + 5.342211e-03 + 5.098032e-03 + 4.051021e-03 + 0.005868 + 4.764850e-03 + 5.313278e-03 + 5.109728e-03 + 5.573817e-03 + 0.005271 + 6.941044e-03 - ORGANIZATION_TYPE - 5.557356e-03 - 4.670048e-04 - 5.457495e-03 - 0.005592 - 5.286288e-03 - 5.957651e-03 - 0.004618 - 5.484491e-03 - 5.206750e-03 - 6.335700e-03 - 5.512894e-03 - 6.121540e-03 + CREDIT_CNT_DRAWINGS_ATM_CURRENT + 5.164329e-03 + 4.560801e-04 + 5.585581e-03 + 5.917869e-03 + 4.667466e-03 + 0.004917 + 4.938927e-03 + 4.480648e-03 + 4.993153e-03 + 5.397331e-03 + 0.005784 + 4.961876e-03 - PREV_NAME_CONTRACT_STATUS_Approved - 5.444854e-03 - 3.712855e-04 - 4.937318e-03 - 0.005866 - 5.939362e-03 - 5.097130e-03 - 0.005870 - 5.560373e-03 - 5.072887e-03 - 5.495395e-03 - 5.624128e-03 - 4.985729e-03 + CREDIT_LENGTH + 5.077275e-03 + 6.177215e-04 + 3.991811e-03 + 4.848503e-03 + 4.596428e-03 + 0.005381 + 6.268710e-03 + 4.483917e-03 + 5.703149e-03 + 5.385636e-03 + 0.005094 + 5.020152e-03 - FLAG_DOCUMENT_6 - 5.399085e-03 - 6.463452e-04 - 6.385950e-03 - 0.005349 - 4.197146e-03 - 5.302578e-03 - 0.004996 - 5.909601e-03 - 5.577765e-03 - 5.284815e-03 - 4.699417e-03 - 6.287875e-03 + CREDIT_AMT_DRAWINGS_POS_CURRENT + 4.992338e-03 + 8.379416e-04 + 5.778038e-03 + 5.130394e-03 + 6.352802e-03 + 0.005242 + 3.335075e-03 + 4.020323e-03 + 5.290961e-03 + 5.259119e-03 + 0.004252 + 5.262345e-03 - PREV_NAME_CONTRACT_TYPE_Revolving loans - 5.354182e-03 - 2.758315e-04 - 5.447119e-03 - 0.005863 - 5.145359e-03 - 5.222705e-03 - 0.005794 - 5.446520e-03 - 5.216868e-03 - 5.337950e-03 - 5.090316e-03 - 4.977876e-03 + CREDIT_CNT_DRAWINGS_POS_CURRENT + 4.864167e-03 + 5.297826e-04 + 5.469178e-03 + 5.544957e-03 + 4.835733e-03 + 0.004582 + 4.369923e-03 + 5.275584e-03 + 4.270293e-03 + 5.547523e-03 + 0.004072 + 4.674467e-03 - DAYS_ID_PUBLISH - 5.333204e-03 - 3.222733e-04 - 4.686156e-03 - 0.005502 - 5.308521e-03 - 6.002321e-03 - 0.005545 - 5.259447e-03 - 5.081712e-03 - 5.361595e-03 - 5.179574e-03 - 5.406111e-03 + POS_CNT_INSTALMENT + 4.804255e-03 + 2.949835e-04 + 4.581849e-03 + 4.772706e-03 + 4.847032e-03 + 0.005077 + 4.679721e-03 + 4.359325e-03 + 5.467358e-03 + 4.681996e-03 + 0.004981 + 4.594344e-03 - DAYS_REGISTRATION - 5.323212e-03 - 3.959313e-04 - 4.823036e-03 - 0.005228 - 5.194724e-03 - 6.070332e-03 - 0.005219 - 4.870009e-03 - 5.948170e-03 - 5.458815e-03 - 5.413711e-03 - 5.006667e-03 + PREV_CODE_REJECT_REASON_XAP + 4.531424e-03 + 5.353929e-04 + 3.870608e-03 + 3.859571e-03 + 4.260254e-03 + 0.004602 + 4.173077e-03 + 5.440809e-03 + 5.052843e-03 + 5.224048e-03 + 0.004127 + 4.703215e-03 - CREDIT_INCOME_RATIO - 5.288250e-03 - 3.107425e-04 - 4.654155e-03 - 0.005503 - 4.826038e-03 - 5.632375e-03 - 0.005512 - 5.381273e-03 - 5.574331e-03 - 5.383459e-03 - 5.315690e-03 - 5.100666e-03 + PREV_HOUR_APPR_PROCESS_START + 4.524061e-03 + 2.985315e-04 + 4.115035e-03 + 4.756485e-03 + 4.265218e-03 + 0.004562 + 4.876420e-03 + 5.097186e-03 + 4.203135e-03 + 4.578751e-03 + 0.004459 + 4.327735e-03 - CREDIT_AMT_DRAWINGS_ATM_CURRENT - 5.276318e-03 - 4.049605e-04 - 4.818100e-03 - 0.005118 - 4.958657e-03 - 5.121867e-03 - 0.004946 - 5.141109e-03 - 5.346157e-03 - 5.680536e-03 - 5.369137e-03 - 6.264041e-03 + DAYS_ID_PUBLISH + 4.353510e-03 + 3.718635e-04 + 3.606758e-03 + 4.456187e-03 + 4.342412e-03 + 0.005092 + 4.466236e-03 + 4.191305e-03 + 3.995943e-03 + 4.670387e-03 + 0.004329 + 4.385071e-03 - PREV_HOUR_APPR_PROCESS_START - 5.157374e-03 - 2.996366e-04 - 5.137378e-03 - 0.005034 - 5.329742e-03 - 5.092637e-03 - 0.005118 - 5.958714e-03 - 5.068632e-03 - 5.054917e-03 - 5.036552e-03 - 4.743063e-03 + CREDIT_INCOME_RATIO + 4.314115e-03 + 3.373646e-04 + 3.584910e-03 + 4.496012e-03 + 3.993093e-03 + 0.004749 + 4.465063e-03 + 4.538857e-03 + 4.590145e-03 + 4.462277e-03 + 0.004277 + 3.984634e-03 - CREDIT_CNT_DRAWINGS_ATM_CURRENT - 4.825536e-03 - 2.941049e-04 - 4.911754e-03 - 0.005094 - 4.638653e-03 - 4.948808e-03 - 0.004331 - 4.643148e-03 - 4.634865e-03 - 5.402019e-03 - 4.614043e-03 - 5.036279e-03 + DAYS_REGISTRATION + 4.303597e-03 + 4.153156e-04 + 3.884165e-03 + 4.262768e-03 + 3.970375e-03 + 0.005086 + 4.213228e-03 + 3.775828e-03 + 4.988077e-03 + 4.452329e-03 + 0.004315 + 4.088384e-03 - ANNUITY_INCOME_RATIO - 4.608128e-03 - 2.674800e-04 - 4.109909e-03 - 0.004659 - 4.384561e-03 - 5.229744e-03 - 0.004498 - 4.675866e-03 - 4.699039e-03 - 4.587039e-03 - 4.583683e-03 - 4.655119e-03 + PREV_APP_COUNT + 4.046887e-03 + 6.115407e-04 + 4.212070e-03 + 3.869078e-03 + 3.808056e-03 + 0.003668 + 4.473835e-03 + 5.416037e-03 + 3.963558e-03 + 3.995370e-03 + 0.004196 + 2.867220e-03 - CREDIT_AMT_DRAWINGS_POS_CURRENT - 4.520432e-03 - 6.948286e-04 - 4.991939e-03 - 0.004865 - 5.469924e-03 - 4.473501e-03 - 0.002833 - 4.117031e-03 - 4.489179e-03 - 4.962887e-03 - 4.068119e-03 - 4.934007e-03 + PREV_NAME_PRODUCT_TYPE_XNA + 3.747080e-03 + 3.641075e-04 + 4.011824e-03 + 3.612374e-03 + 2.981000e-03 + 0.003445 + 4.026537e-03 + 3.949828e-03 + 3.508724e-03 + 3.711573e-03 + 0.004352 + 3.871901e-03 - PREV_CODE_REJECT_REASON_XAP - 4.405146e-03 - 4.298351e-04 - 3.638918e-03 - 0.004194 - 4.048659e-03 - 3.933860e-03 - 0.004578 - 5.156236e-03 - 4.747400e-03 - 4.671535e-03 - 4.386875e-03 - 4.695938e-03 + BUREAU_CREDIT_TYPE_Credit card + 3.503213e-03 + 3.251211e-04 + 3.664207e-03 + 3.444069e-03 + 3.919898e-03 + 0.003944 + 3.117023e-03 + 2.964363e-03 + 3.095406e-03 + 3.560213e-03 + 0.003642 + 3.681632e-03 - CREDIT_CNT_DRAWINGS_POS_CURRENT - 4.386628e-03 - 5.425520e-04 - 4.790662e-03 - 0.004834 - 4.318694e-03 - 4.586667e-03 - 0.003986 - 4.808961e-03 - 3.732038e-03 - 5.243809e-03 - 3.392750e-03 - 4.173049e-03 + ANNUITY_INCOME_RATIO + 3.472170e-03 + 3.074178e-04 + 2.809602e-03 + 3.580126e-03 + 3.367650e-03 + 0.004137 + 3.402750e-03 + 3.493458e-03 + 3.585391e-03 + 3.561025e-03 + 0.003356 + 3.428822e-03 EXT_SOURCE_2 - 4.362577e-03 - 2.133307e-04 - 4.190832e-03 - 0.004216 - 4.150129e-03 - 4.215702e-03 - 0.004467 - 4.354702e-03 - 4.356886e-03 - 4.472954e-03 - 4.284218e-03 - 4.917611e-03 + 3.202155e-03 + 2.089630e-04 + 3.121016e-03 + 3.129238e-03 + 2.960895e-03 + 0.003004 + 3.242739e-03 + 3.103810e-03 + 3.174035e-03 + 3.427943e-03 + 0.003145 + 3.712905e-03 - PREV_APP_COUNT - 4.343332e-03 - 3.545965e-04 - 4.307734e-03 - 0.004255 - 4.359532e-03 - 4.164972e-03 - 0.004852 - 4.965764e-03 - 4.125878e-03 - 4.504876e-03 - 4.253242e-03 - 3.644138e-03 + PREV_SELLERPLACE_AREA + 3.177491e-03 + 3.321097e-04 + 2.860274e-03 + 3.542809e-03 + 3.432930e-03 + 0.003684 + 3.383287e-03 + 2.850697e-03 + 3.363254e-03 + 2.929642e-03 + 0.003094 + 2.633957e-03 - OVERDUE_DEBT_RATIO - 4.312535e-03 - 2.201379e-04 - 4.200936e-03 - 0.004432 - 4.181366e-03 - 4.252563e-03 - 0.004227 - 4.237640e-03 - 4.512401e-03 - 3.921575e-03 - 4.370427e-03 - 4.790083e-03 + DEBT_CREDIT_RATIO + 3.122685e-03 + 3.019347e-04 + 2.942234e-03 + 3.252788e-03 + 3.111404e-03 + 0.002950 + 3.060805e-03 + 2.982054e-03 + 3.321164e-03 + 2.595227e-03 + 0.003191 + 3.820187e-03 SK_ID_CURR - 4.290535e-03 - 2.211618e-04 - 4.199440e-03 - 0.004366 - 4.181832e-03 - 4.213597e-03 - 0.004263 - 4.147539e-03 - 4.471851e-03 - 3.913067e-03 - 4.351614e-03 - 4.797554e-03 + 3.114844e-03 + 2.527049e-04 + 2.940218e-03 + 3.265858e-03 + 3.034904e-03 + 0.003070 + 3.036196e-03 + 3.017763e-03 + 3.363216e-03 + 2.650309e-03 + 0.003122 + 3.647532e-03 - DEBT_CREDIT_RATIO - 4.287357e-03 - 2.213579e-04 - 4.167553e-03 - 0.004419 - 4.187923e-03 - 4.212963e-03 - 0.004343 - 4.124562e-03 - 4.504045e-03 - 3.857863e-03 - 4.347343e-03 - 4.709597e-03 + BUREAU_LOAN_COUNT + 3.091131e-03 + 3.492196e-04 + 2.827413e-03 + 3.201983e-03 + 2.661332e-03 + 0.003143 + 3.471851e-03 + 2.466440e-03 + 3.003761e-03 + 3.673890e-03 + 0.003351 + 3.110885e-03 - PREV_SELLERPLACE_AREA - 4.198061e-03 - 2.990913e-04 - 3.819361e-03 - 0.004282 - 4.570514e-03 - 4.582485e-03 - 0.004479 - 3.873653e-03 - 4.436092e-03 - 3.992090e-03 - 4.164120e-03 - 3.781665e-03 + OVERDUE_DEBT_RATIO + 3.084792e-03 + 2.422743e-04 + 3.068159e-03 + 3.157140e-03 + 2.993422e-03 + 0.002968 + 2.988742e-03 + 3.012473e-03 + 3.281137e-03 + 2.658009e-03 + 0.003067 + 3.653987e-03 DAYS_LAST_PHONE_CHANGE - 4.189683e-03 - 1.079834e-04 - 4.222988e-03 - 0.004123 - 4.203189e-03 - 4.350392e-03 - 0.004193 - 4.241205e-03 - 4.306655e-03 - 3.940722e-03 - 4.206057e-03 - 4.109489e-03 + 3.074603e-03 + 1.557965e-04 + 3.341902e-03 + 2.896854e-03 + 3.117814e-03 + 0.003245 + 3.087647e-03 + 3.098201e-03 + 3.215202e-03 + 2.864090e-03 + 0.002879 + 2.999690e-03 - BUREAU_CREDIT_TYPE_Credit card - 4.118448e-03 - 2.404470e-04 - 4.300485e-03 - 0.004158 - 4.379369e-03 - 4.568682e-03 - 0.003977 - 3.790465e-03 - 3.743088e-03 - 4.057374e-03 - 4.110368e-03 - 4.099202e-03 + POS_SK_DPD + 2.970486e-03 + 4.622423e-04 + 2.318327e-03 + 2.757925e-03 + 3.073788e-03 + 0.002588 + 3.562027e-03 + 2.886160e-03 + 3.629780e-03 + 2.984371e-03 + 0.003551 + 2.353758e-03 - PREV_NAME_PRODUCT_TYPE_XNA - 3.967891e-03 - 2.838817e-04 - 4.092147e-03 - 0.004122 - 3.442052e-03 - 3.550488e-03 - 0.004320 - 3.917050e-03 - 3.721635e-03 - 4.114846e-03 - 4.204127e-03 - 4.194711e-03 + PREV_AMT_DOWN_PAYMENT + 2.894677e-03 + 3.300333e-04 + 2.912976e-03 + 2.937066e-03 + 2.582465e-03 + 0.002827 + 2.448380e-03 + 3.295878e-03 + 3.614617e-03 + 2.882138e-03 + 0.002877 + 2.568924e-03 - BUREAU_LOAN_COUNT - 3.889313e-03 - 3.099724e-04 - 3.617153e-03 - 0.003922 - 3.509530e-03 - 3.955873e-03 - 0.004186 - 3.393267e-03 - 3.814183e-03 - 4.491472e-03 - 4.070518e-03 - 3.933103e-03 + PREV_NAME_YIELD_GROUP_XNA + 2.862077e-03 + 4.101943e-04 + 3.178074e-03 + 2.666373e-03 + 2.204172e-03 + 0.002619 + 3.213557e-03 + 3.099973e-03 + 2.446144e-03 + 2.467167e-03 + 0.003221 + 3.505816e-03 BUREAU_DAYS_CREDIT - 3.832787e-03 - 1.985315e-04 - 3.676593e-03 - 0.004309 - 3.868070e-03 - 3.795444e-03 - 0.003968 - 3.835562e-03 - 3.721667e-03 - 3.930684e-03 - 3.637190e-03 - 3.584900e-03 + 2.694862e-03 + 2.113821e-04 + 2.654693e-03 + 3.186994e-03 + 2.886878e-03 + 0.002634 + 2.795582e-03 + 2.610890e-03 + 2.544319e-03 + 2.735736e-03 + 0.002470 + 2.429521e-03 - REGION_POPULATION_RELATIVE - 3.826012e-03 - 1.767547e-04 - 3.562522e-03 - 0.004121 - 3.752716e-03 - 4.075075e-03 - 0.003795 - 3.849593e-03 - 3.599714e-03 - 3.682336e-03 - 3.928654e-03 - 3.892597e-03 + BUREAU_DAYS_CREDIT_UPDATE + 2.672248e-03 + 2.311974e-04 + 2.380126e-03 + 3.134986e-03 + 2.849008e-03 + 0.002664 + 2.528181e-03 + 2.487711e-03 + 2.541039e-03 + 2.970332e-03 + 0.002467 + 2.699910e-03 - BUREAU_DAYS_CREDIT_UPDATE - 3.775175e-03 - 2.041830e-04 - 3.566672e-03 - 0.004229 - 3.888341e-03 - 3.760194e-03 - 0.003649 - 3.618521e-03 - 3.678234e-03 - 4.018751e-03 - 3.562672e-03 - 3.780114e-03 + PREV_NAME_CONTRACT_TYPE_Consumer loans + 2.620219e-03 + 3.646261e-04 + 2.611115e-03 + 2.657381e-03 + 1.988699e-03 + 0.002300 + 2.667987e-03 + 2.676490e-03 + 2.350604e-03 + 2.500692e-03 + 0.003269 + 3.179947e-03 - PREV_AMT_DOWN_PAYMENT - 3.586244e-03 - 2.552558e-04 - 3.502189e-03 - 0.003605 - 3.320999e-03 - 3.597596e-03 - 0.003257 - 3.829596e-03 - 4.160650e-03 - 3.611128e-03 - 3.657113e-03 - 3.321286e-03 + REGION_POPULATION_RELATIVE + 2.595917e-03 + 1.821450e-04 + 2.417665e-03 + 2.872424e-03 + 2.548354e-03 + 0.002822 + 2.576548e-03 + 2.574231e-03 + 2.251596e-03 + 2.520748e-03 + 0.002807 + 2.568991e-03 + + + PREV_NAME_CASH_LOAN_PURPOSE_XAP + 2.529901e-03 + 1.309402e-04 + 2.471597e-03 + 2.494065e-03 + 2.576225e-03 + 0.002450 + 2.399049e-03 + 2.409795e-03 + 2.541219e-03 + 2.711655e-03 + 0.002818 + 2.427469e-03 EXT_SOURCE_3 - 3.556963e-03 - 1.716003e-04 - 3.389283e-03 - 0.003623 - 3.232705e-03 - 3.465753e-03 - 0.003466 - 3.725828e-03 - 3.617711e-03 - 3.883438e-03 - 3.574662e-03 - 3.590640e-03 + 2.459551e-03 + 2.083361e-04 + 2.344533e-03 + 2.365360e-03 + 2.188024e-03 + 0.002391 + 2.317778e-03 + 2.708877e-03 + 2.300449e-03 + 2.915856e-03 + 0.002592 + 2.472057e-03 - BUREAU_DAYS_ENDDATE_FACT - 3.330134e-03 - 1.588185e-04 - 3.189421e-03 - 0.003348 - 3.234848e-03 - 3.431307e-03 - 0.003407 - 3.284700e-03 - 3.453675e-03 - 3.671723e-03 - 3.163937e-03 - 3.117221e-03 + PREV_FLAG_LAST_APPL_PER_CONTRACT_Y + 2.382726e-03 + 3.275007e-04 + 1.952661e-03 + 2.681079e-03 + 2.245125e-03 + 0.002355 + 2.767627e-03 + 2.585950e-03 + 2.429150e-03 + 2.690877e-03 + 0.002436 + 1.683110e-03 - BUREAU_CREDIT_ACTIVE_Active - 3.127983e-03 - 1.784338e-04 - 3.041653e-03 - 0.002926 - 3.389324e-03 - 3.141924e-03 - 0.003098 - 3.125955e-03 - 2.780221e-03 - 3.249054e-03 - 3.382871e-03 - 3.144323e-03 + PREV_NAME_PORTFOLIO_POS + 2.375087e-03 + 4.549386e-04 + 3.095959e-03 + 2.192029e-03 + 2.123716e-03 + 0.001894 + 2.214257e-03 + 2.197113e-03 + 1.892937e-03 + 2.225140e-03 + 0.002619 + 3.297121e-03 - PREV_NAME_YIELD_GROUP_XNA - 3.066633e-03 - 2.852714e-04 - 3.203100e-03 - 0.002892 - 2.537235e-03 - 2.970967e-03 - 0.003337 - 3.185388e-03 - 2.934564e-03 - 2.743607e-03 - 3.424691e-03 - 3.438426e-03 + PREV_PRODUCT_COMBINATION_Card X-Sell + 2.333522e-03 + 4.855628e-04 + 3.201184e-03 + 2.918634e-03 + 2.689348e-03 + 0.001753 + 2.282614e-03 + 2.734237e-03 + 1.917420e-03 + 1.914997e-03 + 0.002037 + 1.886634e-03 - HOUR_APPR_PROCESS_START - 3.051216e-03 - 1.362268e-04 - 3.185304e-03 - 0.002923 - 2.956532e-03 - 3.231400e-03 - 0.003208 - 2.961971e-03 - 2.912411e-03 - 3.078911e-03 - 2.859969e-03 - 3.194827e-03 + BUREAU_DAYS_ENDDATE_FACT + 2.290203e-03 + 1.631958e-04 + 2.210674e-03 + 2.356643e-03 + 2.216349e-03 + 0.002351 + 2.435151e-03 + 2.192924e-03 + 2.311665e-03 + 2.648685e-03 + 0.002147 + 2.032220e-03 - BUREAU_CREDIT_TYPE_Consumer credit - 3.046903e-03 - 1.288265e-04 - 2.829615e-03 - 0.003172 - 3.278473e-03 - 3.106454e-03 - 0.003017 - 2.939192e-03 - 3.084072e-03 - 3.104937e-03 - 3.059715e-03 - 2.877602e-03 + BUREAU_CREDIT_ACTIVE_Active + 2.250459e-03 + 1.988305e-04 + 2.223594e-03 + 2.003926e-03 + 2.519647e-03 + 0.002264 + 2.166455e-03 + 2.209079e-03 + 1.876152e-03 + 2.401716e-03 + 0.002546 + 2.293301e-03 - POS_SK_DPD - 2.938540e-03 - 3.865050e-04 - 2.369530e-03 - 0.002753 - 3.078011e-03 - 2.676414e-03 - 0.003373 - 2.817252e-03 - 3.495138e-03 - 2.904044e-03 - 3.474887e-03 - 2.443562e-03 + BUREAU_CREDIT_TYPE_Consumer credit + 2.188985e-03 + 1.502954e-04 + 1.902744e-03 + 2.273660e-03 + 2.495429e-03 + 0.002194 + 2.212862e-03 + 2.218618e-03 + 2.187992e-03 + 2.166198e-03 + 0.002244 + 1.994495e-03 - PREV_NAME_CONTRACT_TYPE_Consumer loans - 2.892468e-03 - 2.318192e-04 - 2.934641e-03 - 0.002871 - 2.527699e-03 - 2.745765e-03 - 0.002972 - 3.007245e-03 - 2.725546e-03 - 2.651595e-03 - 3.361073e-03 - 3.128235e-03 + PREV_NAME_GOODS_CATEGORY_XNA + 2.182392e-03 + 2.531970e-04 + 2.272970e-03 + 2.060920e-03 + 1.812102e-03 + 0.002012 + 2.192852e-03 + 2.127685e-03 + 1.884835e-03 + 2.282851e-03 + 0.002687 + 2.490963e-03 - PREV_NAME_CASH_LOAN_PURPOSE_XAP - 2.820302e-03 - 1.275614e-04 - 2.656850e-03 - 0.002772 - 2.734035e-03 - 2.786068e-03 - 0.002913 - 2.680390e-03 - 2.834851e-03 - 3.053193e-03 - 3.016006e-03 - 2.755995e-03 + CREDIT_SK_DPD + 2.175967e-03 + 5.245822e-04 + 1.598293e-03 + 2.822637e-03 + 1.420817e-03 + 0.001774 + 2.126528e-03 + 2.404271e-03 + 1.981397e-03 + 2.572668e-03 + 0.001910 + 3.149318e-03 - PREV_NAME_PORTFOLIO_POS - 2.802312e-03 - 2.399133e-04 - 3.261918e-03 - 0.002639 - 2.654727e-03 - 2.427423e-03 - 0.002818 - 2.649444e-03 - 2.664261e-03 - 2.790576e-03 - 3.035857e-03 - 3.081837e-03 + PREV_NAME_PAYMENT_TYPE_Cash through the bank + 2.138389e-03 + 1.675811e-04 + 2.474525e-03 + 1.911057e-03 + 1.973118e-03 + 0.002206 + 1.999028e-03 + 2.087887e-03 + 2.019116e-03 + 2.292150e-03 + 0.002294 + 2.126940e-03 - PREV_RATE_DOWN_PAYMENT - 2.796506e-03 - 1.251556e-04 - 2.741842e-03 - 0.002817 - 2.653592e-03 - 2.924177e-03 - 0.002803 - 2.811048e-03 - 2.996026e-03 - 2.652560e-03 - 2.949489e-03 - 2.616709e-03 + PREV_NFLAG_LAST_APPL_IN_DAY + 2.104590e-03 + 4.990337e-04 + 1.694073e-03 + 1.647951e-03 + 2.098615e-03 + 0.001860 + 2.958134e-03 + 2.515666e-03 + 1.932810e-03 + 2.769377e-03 + 0.002274 + 1.294742e-03 - PREV_NAME_PAYMENT_TYPE_Cash through the bank - 2.687039e-03 - 1.334664e-04 - 2.881076e-03 - 0.002583 - 2.481192e-03 - 2.656278e-03 - 0.002813 - 2.563942e-03 - 2.657275e-03 - 2.647007e-03 - 2.916143e-03 - 2.671676e-03 + BUREAU_CREDIT_TYPE_Mortgage + 2.084609e-03 + 5.124480e-04 + 1.444569e-03 + 2.318163e-03 + 2.775106e-03 + 0.002086 + 2.550884e-03 + 2.830350e-03 + 1.808836e-03 + 1.658504e-03 + 0.001276 + 2.097731e-03 PREV_NAME_CLIENT_TYPE_Repeater - 2.633816e-03 - 1.927280e-04 - 2.467210e-03 - 0.002652 - 2.383033e-03 - 2.380011e-03 - 0.002676 - 2.824236e-03 - 2.869585e-03 - 2.780498e-03 - 2.876558e-03 - 2.428958e-03 + 2.030242e-03 + 2.476818e-04 + 1.786166e-03 + 2.049580e-03 + 1.815896e-03 + 0.001789 + 1.982982e-03 + 2.245995e-03 + 2.319152e-03 + 2.294846e-03 + 0.002360 + 1.658616e-03 - EXT_SOURCE_1 - 2.607396e-03 - 1.814206e-04 - 2.312066e-03 - 0.002702 - 2.495148e-03 - 2.558950e-03 - 0.002500 - 3.030400e-03 - 2.678428e-03 - 2.512045e-03 - 2.716358e-03 - 2.568684e-03 + PREV_RATE_DOWN_PAYMENT + 2.023347e-03 + 1.238363e-04 + 2.062940e-03 + 2.185872e-03 + 1.853459e-03 + 0.002010 + 2.046978e-03 + 1.986768e-03 + 2.067866e-03 + 1.866024e-03 + 0.002253 + 1.900649e-03 - PREV_NAME_GOODS_CATEGORY_XNA - 2.591709e-03 - 2.009849e-04 - 2.518049e-03 - 0.002453 - 2.262134e-03 - 2.336349e-03 - 0.002777 - 2.796252e-03 - 2.511459e-03 - 2.625870e-03 - 2.915238e-03 - 2.721553e-03 + PREV_NAME_PRODUCT_TYPE_x-sell + 2.011932e-03 + 2.621074e-04 + 2.209071e-03 + 1.838327e-03 + 2.017706e-03 + 0.001591 + 1.823306e-03 + 2.431296e-03 + 1.740285e-03 + 1.951289e-03 + 0.002382 + 2.134453e-03 PREV_NAME_PAYMENT_TYPE_XNA - 2.489097e-03 - 1.298220e-04 - 2.442253e-03 - 0.002306 - 2.270291e-03 - 2.403703e-03 - 0.002478 - 2.584802e-03 - 2.539642e-03 - 2.597222e-03 - 2.711035e-03 - 2.558031e-03 + 1.973923e-03 + 9.426458e-05 + 1.856130e-03 + 1.897712e-03 + 1.870516e-03 + 0.001933 + 2.036415e-03 + 2.016310e-03 + 1.967805e-03 + 1.968316e-03 + 0.002199 + 1.993961e-03 - BUREAU_CREDIT_ACTIVE_Closed - 2.479312e-03 - 4.499616e-05 - 2.437557e-03 - 0.002522 - 2.475311e-03 - 2.559253e-03 - 0.002439 - 2.409163e-03 - 2.474123e-03 - 2.535048e-03 - 2.485457e-03 - 2.455972e-03 - - - PREV_NAME_CLIENT_TYPE_New - 2.406360e-03 - 1.483284e-04 - 2.438844e-03 - 0.002294 - 2.258108e-03 - 2.378028e-03 - 0.002487 - 2.686560e-03 - 2.523777e-03 - 2.385681e-03 - 2.484636e-03 - 2.126819e-03 + HOUR_APPR_PROCESS_START + 1.954259e-03 + 1.927618e-04 + 2.145387e-03 + 1.788167e-03 + 1.860761e-03 + 0.002216 + 2.198337e-03 + 1.809991e-03 + 1.714786e-03 + 2.034583e-03 + 0.001691 + 2.083954e-03 - PREV_NAME_PRODUCT_TYPE_x-sell - 2.371322e-03 - 1.947490e-04 - 2.702372e-03 - 0.002155 - 2.273854e-03 - 2.102577e-03 - 0.002374 - 2.572306e-03 - 2.136019e-03 - 2.356836e-03 - 2.501367e-03 - 2.539289e-03 + EXT_SOURCE_1 + 1.946608e-03 + 2.016041e-04 + 1.688205e-03 + 2.053121e-03 + 1.878825e-03 + 0.001982 + 1.814991e-03 + 2.468363e-03 + 1.962164e-03 + 1.805279e-03 + 0.001975 + 1.837653e-03 PREV_NAME_PORTFOLIO_Cash - 2.219631e-03 - 1.900611e-04 - 2.257050e-03 - 0.002196 - 2.338105e-03 - 2.255132e-03 - 0.001942 - 1.958366e-03 - 2.038699e-03 - 2.219361e-03 - 2.578209e-03 - 2.413335e-03 + 1.823749e-03 + 1.726363e-04 + 1.810576e-03 + 1.875224e-03 + 1.849517e-03 + 0.001843 + 1.610366e-03 + 1.726379e-03 + 1.562010e-03 + 1.741451e-03 + 0.002123 + 2.096893e-03 - PREV_PRODUCT_COMBINATION_Card X-Sell - 2.218214e-03 - 3.592805e-04 - 2.559921e-03 - 0.002573 - 2.620367e-03 - 1.788113e-03 - 0.002669 - 2.348602e-03 - 1.816190e-03 - 1.715839e-03 - 1.984011e-03 - 2.107123e-03 + PREV_NAME_CLIENT_TYPE_New + 1.806368e-03 + 1.479488e-04 + 1.865055e-03 + 1.712554e-03 + 1.537904e-03 + 0.001703 + 1.950848e-03 + 1.979272e-03 + 1.920670e-03 + 1.924868e-03 + 0.001869 + 1.601336e-03 PREV_NAME_CONTRACT_TYPE_Cash loans - 2.189375e-03 - 1.195868e-04 - 1.952411e-03 - 0.002311 - 2.118304e-03 - 2.114244e-03 - 0.002171 - 2.087775e-03 - 2.274337e-03 - 2.227047e-03 - 2.384411e-03 - 2.253506e-03 + 1.704524e-03 + 1.833102e-04 + 1.430470e-03 + 1.854437e-03 + 1.511097e-03 + 0.001608 + 1.756526e-03 + 1.535882e-03 + 1.809693e-03 + 1.768205e-03 + 0.002086 + 1.685084e-03 PREV_NAME_SELLER_INDUSTRY_XNA - 2.132030e-03 - 1.181419e-04 - 2.087933e-03 - 0.002188 - 1.915530e-03 - 2.139460e-03 - 0.002368 - 2.056427e-03 - 2.009634e-03 - 2.201914e-03 - 2.143504e-03 - 2.209645e-03 + 1.665179e-03 + 1.276475e-04 + 1.659136e-03 + 1.745834e-03 + 1.413110e-03 + 0.001742 + 1.860605e-03 + 1.643253e-03 + 1.465338e-03 + 1.724855e-03 + 0.001735 + 1.663295e-03 - WEEKDAY_APPR_PROCESS_START - 2.111189e-03 - 5.654733e-05 - 2.109067e-03 - 0.002165 - 2.089277e-03 - 2.204387e-03 - 0.002104 - 2.076455e-03 - 2.069509e-03 - 2.201765e-03 - 2.057526e-03 - 2.034742e-03 + PREV_PRODUCT_COMBINATION_Card Street + 1.649086e-03 + 2.747595e-04 + 1.736657e-03 + 1.183296e-03 + 1.259409e-03 + 0.001702 + 1.819023e-03 + 1.497003e-03 + 1.624531e-03 + 1.803934e-03 + 0.002196 + 1.669571e-03 - PREV_FLAG_LAST_APPL_PER_CONTRACT_Y - 2.092521e-03 - 3.528700e-04 - 1.751159e-03 - 0.002075 - 2.028272e-03 - 1.943982e-03 - 0.002620 - 2.554832e-03 - 2.154680e-03 - 2.279228e-03 - 2.176686e-03 - 1.341107e-03 + BUREAU_AMT_ANNUITY + 1.644417e-03 + 2.003705e-04 + 1.595520e-03 + 1.763750e-03 + 1.288160e-03 + 0.001758 + 1.496527e-03 + 1.467537e-03 + 1.847296e-03 + 2.020501e-03 + 0.001657 + 1.549322e-03 PREV_NAME_CASH_LOAN_PURPOSE_XNA - 2.083443e-03 - 1.224116e-04 - 1.886722e-03 - 0.001910 - 2.116828e-03 - 2.078182e-03 - 0.002020 - 2.098883e-03 - 2.200457e-03 - 2.124484e-03 - 2.328769e-03 - 2.070153e-03 + 1.586329e-03 + 1.493615e-04 + 1.273094e-03 + 1.454287e-03 + 1.513851e-03 + 0.001707 + 1.581120e-03 + 1.564069e-03 + 1.804185e-03 + 1.606823e-03 + 0.001784 + 1.574700e-03 + + + BUREAU_CREDIT_ACTIVE_Closed + 1.495952e-03 + 7.207361e-05 + 1.498518e-03 + 1.541223e-03 + 1.493747e-03 + 0.001637 + 1.461685e-03 + 1.406233e-03 + 1.438487e-03 + 1.599656e-03 + 0.001420 + 1.463050e-03 PREV_NAME_YIELD_GROUP_high - 2.049241e-03 - 8.464943e-05 - 1.933959e-03 - 0.002125 - 2.076869e-03 - 2.166306e-03 - 0.001992 - 2.029793e-03 - 2.061724e-03 - 2.016402e-03 - 1.916574e-03 - 2.174354e-03 + 1.438728e-03 + 9.817765e-05 + 1.364906e-03 + 1.457418e-03 + 1.453771e-03 + 0.001512 + 1.360713e-03 + 1.448750e-03 + 1.576521e-03 + 1.478638e-03 + 0.001212 + 1.522598e-03 - PREV_NAME_TYPE_SUITE_Unaccompanied - 2.043411e-03 - 1.217706e-04 - 1.919302e-03 - 0.001853 - 2.068279e-03 - 2.225852e-03 - 0.002103 - 1.939008e-03 - 2.152179e-03 - 1.981449e-03 - 2.212140e-03 - 1.979357e-03 + PREV_CHANNEL_TYPE_Credit and cash offices + 1.418753e-03 + 9.861709e-05 + 1.288816e-03 + 1.639393e-03 + 1.498943e-03 + 0.001457 + 1.360650e-03 + 1.409200e-03 + 1.369327e-03 + 1.291159e-03 + 0.001414 + 1.459017e-03 - CREDIT_SK_DPD - 2.001653e-03 - 4.862769e-04 - 1.366839e-03 - 0.002419 - 1.463121e-03 - 1.644813e-03 - 0.002060 - 2.149547e-03 - 1.781329e-03 - 2.430248e-03 - 1.692089e-03 - 3.010094e-03 + OWN_CAR_AGE + 1.358623e-03 + 1.530498e-04 + 1.376810e-03 + 1.655544e-03 + 1.120778e-03 + 0.001451 + 1.351613e-03 + 1.186363e-03 + 1.209645e-03 + 1.314442e-03 + 0.001516 + 1.404539e-03 - PREV_CHANNEL_TYPE_Country-wide - 1.989804e-03 - 7.038568e-05 - 1.902081e-03 - 0.002041 - 2.016627e-03 - 2.022747e-03 - 0.001955 - 1.844789e-03 - 1.961653e-03 - 2.021070e-03 - 2.039015e-03 - 2.094450e-03 + PREV_NAME_CONTRACT_STATUS_Refused + 1.330143e-03 + 9.360495e-05 + 1.309060e-03 + 1.342478e-03 + 1.219248e-03 + 0.001257 + 1.443049e-03 + 1.276945e-03 + 1.383379e-03 + 1.176436e-03 + 0.001444 + 1.449499e-03 - PREV_NAME_YIELD_GROUP_middle - 1.947333e-03 - 1.192117e-04 - 1.891444e-03 - 0.001981 - 1.927142e-03 - 2.211407e-03 - 0.001982 - 1.884743e-03 - 1.751422e-03 - 1.827466e-03 - 1.973921e-03 - 2.043006e-03 + PREV_NAME_GOODS_CATEGORY_Mobile + 1.329113e-03 + 1.636645e-04 + 1.679486e-03 + 1.302856e-03 + 1.192493e-03 + 0.001428 + 1.140872e-03 + 1.322564e-03 + 1.501449e-03 + 1.128500e-03 + 0.001362 + 1.232344e-03 - PREV_NAME_YIELD_GROUP_low_normal - 1.944439e-03 - 1.318706e-04 - 1.691556e-03 - 0.001961 - 1.951763e-03 - 2.144645e-03 - 0.001950 - 2.038166e-03 - 2.054664e-03 - 1.759037e-03 - 2.030737e-03 - 1.862327e-03 + PREV_NAME_SELLER_INDUSTRY_Connectivity + 1.328259e-03 + 1.846185e-04 + 1.510942e-03 + 1.222746e-03 + 1.216398e-03 + 0.001209 + 1.182905e-03 + 1.288123e-03 + 1.760975e-03 + 1.232088e-03 + 0.001488 + 1.170746e-03 - OWN_CAR_AGE - 1.937260e-03 - 1.328288e-04 - 1.944547e-03 - 0.002166 - 1.708198e-03 - 1.948295e-03 - 0.001931 - 1.848162e-03 - 1.845534e-03 - 1.839467e-03 - 2.141255e-03 - 2.000937e-03 + PREV_NAME_YIELD_GROUP_low_normal + 1.303939e-03 + 1.528645e-04 + 1.033428e-03 + 1.204930e-03 + 1.353429e-03 + 0.001587 + 1.401109e-03 + 1.340501e-03 + 1.432309e-03 + 1.107919e-03 + 0.001320 + 1.258618e-03 - PREV_CHANNEL_TYPE_Credit and cash offices - 1.902806e-03 - 1.176373e-04 - 1.673944e-03 - 0.002005 - 2.028930e-03 - 1.981717e-03 - 0.001887 - 1.819943e-03 - 1.798347e-03 - 1.825497e-03 - 1.936236e-03 - 2.071049e-03 + BUREAU_AMT_CREDIT_MAX_OVERDUE + 1.303079e-03 + 1.086067e-04 + 1.297483e-03 + 1.486407e-03 + 1.271920e-03 + 0.001142 + 1.152058e-03 + 1.382783e-03 + 1.274387e-03 + 1.438102e-03 + 0.001360 + 1.226113e-03 - PREV_NFLAG_LAST_APPL_IN_DAY - 1.898254e-03 - 4.091023e-04 - 1.625719e-03 - 0.001670 - 1.639390e-03 - 1.873058e-03 - 0.002155 - 2.246122e-03 - 1.917630e-03 - 2.736223e-03 - 1.984635e-03 - 1.135016e-03 + PREV_CHANNEL_TYPE_Country-wide + 1.298191e-03 + 9.026203e-05 + 1.251813e-03 + 1.406744e-03 + 1.221805e-03 + 0.001181 + 1.337914e-03 + 1.183513e-03 + 1.325336e-03 + 1.264589e-03 + 0.001339 + 1.470636e-03 - BUREAU_CREDIT_TYPE_Mortgage - 1.867301e-03 - 4.273850e-04 - 1.302751e-03 - 0.002102 - 2.396226e-03 - 1.899463e-03 - 0.002239 - 2.453338e-03 - 1.709724e-03 - 1.455527e-03 - 1.167348e-03 - 1.948488e-03 + PREV_NAME_TYPE_SUITE_Unaccompanied + 1.287292e-03 + 9.656539e-05 + 1.212218e-03 + 1.176049e-03 + 1.337754e-03 + 0.001475 + 1.274703e-03 + 1.274475e-03 + 1.365933e-03 + 1.161644e-03 + 0.001385 + 1.210949e-03 - BUREAU_AMT_ANNUITY - 1.864422e-03 - 1.797446e-04 - 1.805049e-03 - 0.002009 - 1.517975e-03 - 2.004642e-03 - 0.001810 - 1.727517e-03 - 1.983551e-03 - 2.197705e-03 - 1.760749e-03 - 1.828283e-03 + PREV_PRODUCT_COMBINATION_POS mobile with interest + 1.282784e-03 + 2.194399e-04 + 1.543186e-03 + 9.842401e-04 + 1.188545e-03 + 0.001316 + 1.168045e-03 + 1.091132e-03 + 1.784786e-03 + 1.171251e-03 + 0.001281 + 1.299417e-03 - AMT_REQ_CREDIT_BUREAU_YEAR - 1.822183e-03 - 1.633721e-04 - 1.657765e-03 - 0.001835 - 1.792230e-03 - 2.231534e-03 - 0.001706 - 1.775217e-03 - 1.880124e-03 - 1.891543e-03 - 1.605833e-03 - 1.846640e-03 + PREV_NFLAG_INSURED_ON_APPROVAL + 1.256266e-03 + 1.538974e-04 + 1.384569e-03 + 1.072598e-03 + 1.012604e-03 + 0.001220 + 1.449379e-03 + 1.082765e-03 + 1.403439e-03 + 1.344749e-03 + 0.001410 + 1.182236e-03 - PREV_NAME_SELLER_INDUSTRY_Connectivity - 1.799194e-03 - 1.101801e-04 - 1.919134e-03 - 0.001688 - 1.632250e-03 - 1.776887e-03 - 0.001754 - 1.779531e-03 - 2.037238e-03 - 1.744028e-03 - 1.863877e-03 - 1.796799e-03 + BUREAU_LOAN_TYPES + 1.249917e-03 + 1.438341e-04 + 1.063512e-03 + 1.414278e-03 + 1.428276e-03 + 0.001362 + 1.381429e-03 + 1.133697e-03 + 1.361194e-03 + 1.151841e-03 + 0.001144 + 1.058365e-03 - PREV_NAME_SELLER_INDUSTRY_Consumer electronics - 1.779963e-03 - 6.792527e-05 - 1.804263e-03 - 0.001724 - 1.784970e-03 - 1.786402e-03 - 0.001864 - 1.931725e-03 - 1.737864e-03 - 1.717858e-03 - 1.736374e-03 - 1.711567e-03 + PREV_NAME_YIELD_GROUP_middle + 1.231040e-03 + 1.129833e-04 + 1.246830e-03 + 1.260334e-03 + 1.270493e-03 + 0.001439 + 1.256509e-03 + 1.092857e-03 + 1.027043e-03 + 1.125973e-03 + 0.001272 + 1.319388e-03 - PREV_NAME_GOODS_CATEGORY_Mobile - 1.771164e-03 - 1.865746e-04 - 2.168189e-03 - 0.001593 - 1.622271e-03 - 1.785941e-03 - 0.001634 - 1.766580e-03 - 2.042092e-03 - 1.590942e-03 - 1.828453e-03 - 1.680748e-03 + PREV_PRODUCT_COMBINATION_Cash X-Sell: low + 1.211147e-03 + 1.390582e-04 + 1.111645e-03 + 1.450631e-03 + 1.053076e-03 + 0.001191 + 1.103552e-03 + 1.245900e-03 + 1.178506e-03 + 1.367609e-03 + 0.001381 + 1.028256e-03 - PREV_NFLAG_INSURED_ON_APPROVAL - 1.741149e-03 - 1.253141e-04 - 1.894001e-03 - 0.001609 - 1.530588e-03 - 1.652108e-03 - 0.001864 - 1.613149e-03 - 1.864484e-03 - 1.768607e-03 - 1.869330e-03 - 1.746373e-03 + AMT_REQ_CREDIT_BUREAU_YEAR + 1.131052e-03 + 1.619846e-04 + 9.777071e-04 + 1.175590e-03 + 1.133770e-03 + 0.001546 + 1.008826e-03 + 1.105298e-03 + 1.203166e-03 + 1.126037e-03 + 0.000923 + 1.111586e-03 - PREV_PRODUCT_COMBINATION_Card Street - 1.733615e-03 - 2.267976e-04 - 1.599939e-03 - 0.001427 - 1.395619e-03 - 1.815421e-03 - 0.001947 - 1.813708e-03 - 1.826904e-03 - 1.666513e-03 - 2.191398e-03 - 1.652403e-03 + PREV_NAME_PRODUCT_TYPE_walk-in + 1.119206e-03 + 9.301648e-05 + 1.097484e-03 + 1.128683e-03 + 1.060437e-03 + 0.001029 + 1.163680e-03 + 9.538524e-04 + 1.095478e-03 + 1.182037e-03 + 0.001167 + 1.314548e-03 - PREV_NAME_CONTRACT_STATUS_Refused - 1.721071e-03 - 8.648611e-05 - 1.624776e-03 - 0.001619 - 1.736089e-03 - 1.662237e-03 - 0.001912 - 1.689421e-03 - 1.782610e-03 - 1.648914e-03 - 1.754142e-03 - 1.781374e-03 + WEEKDAY_APPR_PROCESS_START + 1.083637e-03 + 4.949188e-05 + 1.130791e-03 + 1.036823e-03 + 1.129120e-03 + 0.001141 + 1.003395e-03 + 1.082483e-03 + 1.074726e-03 + 1.150536e-03 + 0.001061 + 1.026442e-03 - BUREAU_LOAN_TYPES - 1.711653e-03 - 1.152105e-04 - 1.519065e-03 - 0.001871 - 1.779778e-03 - 1.781372e-03 - 0.001840 - 1.600151e-03 - 1.805548e-03 - 1.695631e-03 - 1.648394e-03 - 1.575112e-03 + PREV_NAME_SELLER_INDUSTRY_Consumer electronics + 1.083274e-03 + 8.030034e-05 + 1.080581e-03 + 9.656866e-04 + 1.118668e-03 + 0.001117 + 1.129854e-03 + 1.267047e-03 + 1.071709e-03 + 9.910970e-04 + 0.001065 + 1.025719e-03 - PREV_PRODUCT_COMBINATION_POS mobile with interest - 1.660696e-03 - 1.811910e-04 - 1.784247e-03 - 0.001391 - 1.584057e-03 - 1.612674e-03 - 0.001598 - 1.567455e-03 - 2.108436e-03 - 1.541879e-03 - 1.706400e-03 - 1.713118e-03 + NAME_FAMILY_STATUS + 1.073043e-03 + 1.604970e-04 + 1.313343e-03 + 9.471832e-04 + 1.313912e-03 + 0.001120 + 1.027179e-03 + 7.977142e-04 + 1.160428e-03 + 9.180803e-04 + 0.001150 + 9.821472e-04 cnt_family - 1.655586e-03 - 1.358828e-04 - 1.468855e-03 - 0.001795 - 1.611389e-03 - 1.616981e-03 - 0.001519 - 1.525425e-03 - 1.672721e-03 - 1.738048e-03 - 1.945954e-03 - 1.662318e-03 + 1.068740e-03 + 1.040467e-04 + 1.042839e-03 + 1.245301e-03 + 9.965953e-04 + 0.001163 + 9.123099e-04 + 9.762683e-04 + 1.028736e-03 + 1.057666e-03 + 0.001231 + 1.033717e-03 - BUREAU_AMT_CREDIT_MAX_OVERDUE - 1.654632e-03 - 1.038189e-04 - 1.553610e-03 - 0.001836 - 1.620302e-03 - 1.573068e-03 - 0.001574 - 1.703139e-03 - 1.612429e-03 - 1.849304e-03 - 1.659444e-03 - 1.564814e-03 + PREV_NAME_PORTFOLIO_XNA + 1.045915e-03 + 1.027052e-04 + 1.057879e-03 + 1.130910e-03 + 1.138222e-03 + 0.001078 + 9.969420e-04 + 8.530306e-04 + 9.411444e-04 + 1.178427e-03 + 0.001143 + 9.412586e-04 PREV_WEEKDAY_APPR_PROCESS_START_FRIDAY - 1.587300e-03 - 8.933124e-05 - 1.594341e-03 - 0.001526 - 1.705528e-03 - 1.609707e-03 - 0.001567 - 1.556536e-03 - 1.427141e-03 - 1.645327e-03 - 1.740791e-03 - 1.499993e-03 + 1.038730e-03 + 9.064731e-05 + 1.099895e-03 + 9.785099e-04 + 1.198213e-03 + 0.001069 + 1.022786e-03 + 1.076417e-03 + 8.566022e-04 + 9.868582e-04 + 0.001123 + 9.765248e-04 PREV_WEEKDAY_APPR_PROCESS_START_TUESDAY - 1.569856e-03 - 1.169269e-04 - 1.680395e-03 - 0.001644 - 1.450063e-03 - 1.769453e-03 - 0.001446 - 1.549688e-03 - 1.451711e-03 - 1.496703e-03 - 1.488928e-03 - 1.721696e-03 + 1.016797e-03 + 1.290312e-04 + 1.087818e-03 + 1.076121e-03 + 8.409562e-04 + 0.001289 + 9.551524e-04 + 8.940482e-04 + 9.019947e-04 + 9.872569e-04 + 0.000982 + 1.154141e-03 - NAME_FAMILY_STATUS - 1.560860e-03 - 1.314569e-04 - 1.665097e-03 - 0.001569 - 1.736523e-03 - 1.620185e-03 - 0.001412 - 1.327283e-03 - 1.612962e-03 - 1.376609e-03 - 1.645236e-03 - 1.644002e-03 + cnt_child + 1.007911e-03 + 1.231175e-04 + 8.875360e-04 + 1.263682e-03 + 8.848322e-04 + 0.000880 + 9.643689e-04 + 8.901587e-04 + 1.137817e-03 + 1.060140e-03 + 0.001044 + 1.066541e-03 PREV_WEEKDAY_APPR_PROCESS_START_MONDAY - 1.557157e-03 - 8.615626e-05 - 1.495751e-03 - 0.001550 - 1.476008e-03 - 1.636883e-03 - 0.001676 - 1.532326e-03 - 1.422530e-03 - 1.694017e-03 - 1.491294e-03 - 1.597469e-03 - - - PREV_PRODUCT_COMBINATION_POS household with in... - 1.554013e-03 - 5.423500e-05 - 1.502079e-03 - 0.001495 - 1.613917e-03 - 1.619962e-03 - 0.001545 - 1.615818e-03 - 1.591271e-03 - 1.464105e-03 - 1.516295e-03 - 1.576741e-03 + 1.002269e-03 + 1.011562e-04 + 9.572173e-04 + 9.241953e-04 + 9.378952e-04 + 0.001095 + 1.135860e-03 + 1.042567e-03 + 8.422928e-04 + 1.180021e-03 + 0.000949 + 9.582137e-04 - PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY - 1.548260e-03 - 7.414006e-05 - 1.530724e-03 - 0.001480 - 1.576159e-03 - 1.598782e-03 - 0.001676 - 1.595826e-03 - 1.431088e-03 - 1.508075e-03 - 1.622209e-03 - 1.463172e-03 + PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY + 1.000989e-03 + 7.567631e-05 + 1.020673e-03 + 9.832179e-04 + 9.604877e-04 + 0.001080 + 9.584467e-04 + 8.462328e-04 + 9.319785e-04 + 1.085629e-03 + 0.001049 + 1.094540e-03 - PREV_WEEKDAY_APPR_PROCESS_START_WEDNESDAY - 1.543629e-03 - 8.857966e-05 - 1.531734e-03 - 0.001521 - 1.420888e-03 - 1.649645e-03 - 0.001486 - 1.410042e-03 - 1.544877e-03 - 1.676259e-03 - 1.540112e-03 - 1.656263e-03 + BUREAU_CREDIT_DAY_OVERDUE + 1.000106e-03 + 3.548653e-04 + 5.370528e-04 + 8.879180e-04 + 1.463507e-03 + 0.000865 + 1.628827e-03 + 1.201666e-03 + 1.178493e-03 + 1.022406e-03 + 0.000499 + 7.175987e-04 PREV_WEEKDAY_APPR_PROCESS_START_THURSDAY - 1.538452e-03 - 8.521209e-05 - 1.439206e-03 - 0.001457 - 1.540856e-03 - 1.541709e-03 - 0.001758 - 1.486757e-03 - 1.549936e-03 - 1.488101e-03 - 1.535753e-03 - 1.586890e-03 + 9.996418e-04 + 9.654530e-05 + 9.609783e-04 + 8.968150e-04 + 1.012668e-03 + 0.001010 + 1.249470e-03 + 9.379514e-04 + 9.777334e-04 + 8.941026e-04 + 0.001002 + 1.054615e-03 - PREV_NAME_PORTFOLIO_XNA - 1.503251e-03 - 8.016882e-05 - 1.536553e-03 - 0.001560 - 1.634951e-03 - 1.516972e-03 - 0.001477 - 1.346461e-03 - 1.445652e-03 - 1.595118e-03 - 1.488979e-03 - 1.430805e-03 + PREV_WEEKDAY_APPR_PROCESS_START_SATURDAY + 9.891607e-04 + 6.544265e-05 + 1.040825e-03 + 8.775258e-04 + 1.033284e-03 + 0.001005 + 1.113103e-03 + 9.985286e-04 + 9.378994e-04 + 9.661887e-04 + 0.001011 + 9.089087e-04 - PREV_NAME_TYPE_SUITE_Family - 1.462416e-03 - 4.923950e-05 - 1.499312e-03 - 0.001419 - 1.485468e-03 - 1.495175e-03 - 0.001473 - 1.497953e-03 - 1.467319e-03 - 1.432260e-03 - 1.341582e-03 - 1.512423e-03 + PREV_CODE_REJECT_REASON_HC + 9.852328e-04 + 5.659484e-05 + 9.335140e-04 + 9.327272e-04 + 1.036019e-03 + 0.000944 + 1.031407e-03 + 9.511069e-04 + 9.667921e-04 + 9.957352e-04 + 0.001116 + 9.452266e-04 - PREV_CHANNEL_TYPE_Stone - 1.411134e-03 - 4.850901e-05 - 1.381371e-03 - 0.001435 - 1.434963e-03 - 1.456175e-03 - 0.001365 - 1.358882e-03 - 1.332588e-03 - 1.442622e-03 - 1.497566e-03 - 1.406446e-03 + PREV_PRODUCT_COMBINATION_POS household with in... + 9.693122e-04 + 6.936975e-05 + 9.619707e-04 + 9.008370e-04 + 1.066118e-03 + 0.001061 + 9.050601e-04 + 1.004943e-03 + 9.704118e-04 + 8.321495e-04 + 0.000989 + 1.002504e-03 - PREV_PRODUCT_COMBINATION_Cash X-Sell: low - 1.366241e-03 - 1.126046e-04 - 1.264331e-03 - 0.001525 - 1.197260e-03 - 1.399991e-03 - 0.001295 - 1.396692e-03 - 1.358931e-03 - 1.403877e-03 - 1.569234e-03 - 1.252469e-03 + POS_NAME_CONTRACT_STATUS_Signed + 9.660412e-04 + 1.499803e-04 + 8.695715e-04 + 8.233198e-04 + 1.006309e-03 + 0.001336 + 1.035867e-03 + 9.845409e-04 + 9.850213e-04 + 9.591855e-04 + 0.000916 + 7.451764e-04 PREV_NAME_CONTRACT_STATUS_Canceled - 1.365742e-03 - 5.640517e-05 - 1.298166e-03 - 0.001431 - 1.421063e-03 - 1.396284e-03 - 0.001298 - 1.296626e-03 - 1.404512e-03 - 1.444066e-03 - 1.333959e-03 - 1.334295e-03 + 9.649653e-04 + 9.566249e-05 + 7.904288e-04 + 1.057102e-03 + 1.039796e-03 + 0.001010 + 8.654458e-04 + 8.924741e-04 + 1.037131e-03 + 1.107579e-03 + 0.000903 + 9.462423e-04 - PREV_NAME_PRODUCT_TYPE_walk-in - 1.358954e-03 - 9.736046e-05 - 1.339931e-03 - 0.001403 - 1.331040e-03 - 1.166549e-03 - 0.001396 - 1.230041e-03 - 1.331178e-03 - 1.432050e-03 - 1.454505e-03 - 1.505508e-03 + PREV_NAME_TYPE_SUITE_Family + 9.362959e-04 + 6.189384e-05 + 1.022023e-03 + 8.270167e-04 + 1.007638e-03 + 0.000919 + 9.691237e-04 + 9.906061e-04 + 9.268374e-04 + 8.686118e-04 + 0.000871 + 9.613053e-04 - PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY - 1.335495e-03 - 8.265547e-05 - 1.281898e-03 - 0.001467 - 1.322681e-03 - 1.230755e-03 - 0.001476 - 1.333851e-03 - 1.249745e-03 - 1.249631e-03 - 1.367124e-03 - 1.376886e-03 + PREV_CHANNEL_TYPE_Stone + 9.170297e-04 + 4.941205e-05 + 8.450320e-04 + 9.286638e-04 + 9.090276e-04 + 0.000975 + 9.180342e-04 + 8.480675e-04 + 8.905603e-04 + 9.043355e-04 + 0.001015 + 9.361353e-04 PREV_PRODUCT_COMBINATION_Cash - 1.285822e-03 - 6.187159e-05 - 1.348463e-03 - 0.001315 - 1.277995e-03 - 1.278129e-03 - 0.001289 - 1.156674e-03 - 1.223816e-03 - 1.398439e-03 - 1.275938e-03 - 1.295315e-03 + 9.006081e-04 + 6.855708e-05 + 9.322485e-04 + 9.135470e-04 + 9.552738e-04 + 0.000826 + 9.534193e-04 + 7.531190e-04 + 8.739202e-04 + 1.004311e-03 + 0.000922 + 8.726347e-04 - PREV_CODE_REJECT_REASON_HC - 1.251516e-03 - 6.462604e-05 - 1.199700e-03 - 0.001180 - 1.314558e-03 - 1.219799e-03 - 0.001370 - 1.154220e-03 - 1.248766e-03 - 1.230721e-03 - 1.281237e-03 - 1.316746e-03 - - - POS_NAME_CONTRACT_STATUS_Signed - 1.200153e-03 - 1.371654e-04 - 1.101098e-03 - 0.001158 - 1.226893e-03 - 1.529375e-03 - 0.001298 - 1.251543e-03 - 1.219578e-03 - 1.130251e-03 - 1.059720e-03 - 1.026342e-03 - - - PREV_NAME_CLIENT_TYPE_Refreshed - 1.176810e-03 - 1.074179e-04 - 1.046682e-03 - 0.001223 - 1.278605e-03 - 1.209752e-03 - 0.001237 - 1.379948e-03 - 1.195728e-03 - 1.033701e-03 - 1.105137e-03 - 1.058500e-03 - - - PREV_NAME_GOODS_CATEGORY_Consumer Electronics - 1.167710e-03 - 9.623660e-05 - 1.127420e-03 - 0.001235 - 1.278260e-03 - 1.318728e-03 - 0.001093 - 1.214508e-03 - 1.238828e-03 - 1.077193e-03 - 1.073860e-03 - 1.020435e-03 - - - cnt_child - 1.160101e-03 - 1.151659e-04 - 1.041038e-03 - 0.001275 - 1.024682e-03 - 1.133471e-03 - 0.001092 - 1.105703e-03 - 1.291725e-03 - 1.035133e-03 - 1.356125e-03 - 1.245740e-03 + PREV_WEEKDAY_APPR_PROCESS_START_SUNDAY + 8.939486e-04 + 1.038915e-04 + 8.609479e-04 + 1.062990e-03 + 8.493447e-04 + 0.000802 + 1.086727e-03 + 8.865640e-04 + 7.433987e-04 + 8.115436e-04 + 0.000919 + 9.173267e-04 PREV_PRODUCT_COMBINATION_Cash X-Sell: middle - 1.148238e-03 - 7.214318e-05 - 1.179637e-03 - 0.001059 - 1.149165e-03 - 1.122782e-03 - 0.001201 - 1.223930e-03 - 9.800692e-04 - 1.174633e-03 - 1.209760e-03 - 1.182176e-03 + 8.784379e-04 + 8.975833e-05 + 9.193482e-04 + 7.822945e-04 + 8.828337e-04 + 0.000877 + 9.213667e-04 + 8.675802e-04 + 6.845137e-04 + 1.000161e-03 + 0.000999 + 8.504761e-04 PREV_PRODUCT_COMBINATION_POS industry with int... - 1.118836e-03 - 8.663580e-05 - 9.613296e-04 - 0.001018 - 1.107660e-03 - 1.119971e-03 - 0.001095 - 1.129303e-03 - 1.261132e-03 - 1.090441e-03 - 1.155679e-03 - 1.249055e-03 - - - PREV_CHANNEL_TYPE_Regional / Local - 1.070628e-03 - 7.950242e-05 - 9.375997e-04 - 0.001134 - 1.099844e-03 - 1.172066e-03 - 0.001100 - 1.113429e-03 - 1.008537e-03 - 1.099944e-03 - 9.258362e-04 - 1.115532e-03 + 8.497732e-04 + 9.393142e-05 + 6.800314e-04 + 7.633923e-04 + 8.077556e-04 + 0.000890 + 8.890876e-04 + 8.039313e-04 + 1.040523e-03 + 8.111633e-04 + 0.000887 + 9.252188e-04 - PREV_NAME_YIELD_GROUP_low_action - 1.044040e-03 - 8.184152e-05 - 8.781692e-04 - 0.001117 - 1.036367e-03 - 1.184323e-03 - 0.001047 - 1.025491e-03 - 9.770262e-04 - 1.071668e-03 - 1.117788e-03 - 9.858789e-04 + PREV_NAME_CLIENT_TYPE_Refreshed + 8.457890e-04 + 1.075960e-04 + 6.786679e-04 + 9.353205e-04 + 8.881219e-04 + 0.000812 + 9.478481e-04 + 1.040937e-03 + 8.470621e-04 + 7.453894e-04 + 0.000852 + 7.105010e-04 - PREV_NAME_GOODS_CATEGORY_Computers - 1.041596e-03 - 1.013261e-04 - 1.024949e-03 - 0.001216 - 8.861951e-04 - 1.120576e-03 - 0.001076 - 1.139763e-03 - 8.814803e-04 - 9.799071e-04 - 1.019347e-03 - 1.072369e-03 + PREV_NAME_GOODS_CATEGORY_Consumer Electronics + 8.302007e-04 + 8.425145e-05 + 7.615630e-04 + 8.912377e-04 + 9.582395e-04 + 0.000912 + 7.449263e-04 + 8.780443e-04 + 9.206806e-04 + 7.430156e-04 + 0.000747 + 7.455218e-04 - PREV_NAME_GOODS_CATEGORY_Audio/Video - 1.007439e-03 - 8.076526e-05 - 1.159410e-03 - 0.000990 - 1.113270e-03 - 9.519479e-04 - 0.000993 - 9.232747e-04 - 8.793554e-04 - 9.983673e-04 - 1.068021e-03 - 9.983697e-04 + PREV_NAME_YIELD_GROUP_low_action + 7.770746e-04 + 8.694033e-05 + 6.196205e-04 + 8.482503e-04 + 7.774516e-04 + 0.000919 + 8.405041e-04 + 6.804834e-04 + 7.450748e-04 + 7.561804e-04 + 0.000863 + 7.203813e-04 - NAME_EDUCATION_TYPE - 1.007367e-03 - 1.009390e-04 - 1.014866e-03 - 0.001116 - 1.015438e-03 - 9.655188e-04 - 0.001077 - 8.849245e-04 - 8.990518e-04 - 9.899384e-04 - 8.946677e-04 - 1.216208e-03 + PREV_CHANNEL_TYPE_Regional / Local + 7.737648e-04 + 1.055449e-04 + 5.994409e-04 + 8.760915e-04 + 7.972778e-04 + 0.000936 + 7.863120e-04 + 8.223030e-04 + 6.849768e-04 + 8.079382e-04 + 0.000602 + 8.244982e-04 - REG_CITY_NOT_WORK_CITY - 9.814819e-04 - 8.048915e-05 - 9.105151e-04 - 0.001108 - 1.041827e-03 - 9.974054e-04 - 0.000894 - 8.877984e-04 - 9.024080e-04 - 1.036924e-03 - 9.425335e-04 - 1.093375e-03 + BUREAU_CREDIT_TYPE_Car loan + 7.479384e-04 + 1.906643e-04 + 5.366561e-04 + 1.127303e-03 + 7.212900e-04 + 0.000564 + 5.883969e-04 + 8.754415e-04 + 9.827360e-04 + 6.321549e-04 + 0.000847 + 6.043318e-04 - REGION_RATING_CLIENT_W_CITY - 9.646245e-04 - 7.223699e-05 - 9.070345e-04 - 0.001011 - 8.523373e-04 - 8.439451e-04 - 0.000960 - 1.050536e-03 - 9.521988e-04 - 9.897948e-04 - 1.033027e-03 - 1.046531e-03 + BUREAU_CNT_CREDIT_PROLONG + 7.384723e-04 + 1.966661e-04 + 6.668468e-04 + 1.222120e-03 + 8.638185e-04 + 0.000488 + 7.255225e-04 + 7.741396e-04 + 5.523150e-04 + 5.694463e-04 + 0.000802 + 7.206508e-04 - REGION_RATING_CLIENT - 9.595108e-04 - 7.934193e-05 - 8.641787e-04 - 0.001020 - 8.400166e-04 - 8.354715e-04 - 0.000966 - 1.025868e-03 - 1.014587e-03 - 9.492867e-04 - 1.039638e-03 - 1.040467e-03 + REG_CITY_NOT_WORK_CITY + 7.383097e-04 + 1.103581e-04 + 6.226758e-04 + 7.923329e-04 + 7.630788e-04 + 0.000722 + 6.677198e-04 + 5.673639e-04 + 6.656226e-04 + 8.678340e-04 + 0.000757 + 9.574507e-04 - AMT_REQ_CREDIT_BUREAU_MON - 9.260734e-04 - 1.839971e-04 - 7.624088e-04 - 0.000764 - 7.566571e-04 - 1.236191e-03 - 0.000794 - 1.101257e-03 - 1.110306e-03 - 7.425942e-04 - 1.128861e-03 - 8.641998e-04 + POS_SK_DPD_DEF + 7.366443e-04 + 6.879767e-05 + 7.643988e-04 + 6.760515e-04 + 8.441334e-04 + 0.000677 + 7.089990e-04 + 5.973125e-04 + 7.505077e-04 + 7.772631e-04 + 0.000808 + 7.626137e-04 - FLAG_DOCUMENT_3 - 9.124586e-04 - 8.237006e-05 - 8.401243e-04 - 0.000925 - 9.667919e-04 - 8.683995e-04 - 0.000777 - 1.044804e-03 - 1.043147e-03 - 9.161255e-04 - 8.968547e-04 - 8.471319e-04 + PREV_NAME_GOODS_CATEGORY_Audio/Video + 7.335618e-04 + 6.789276e-05 + 8.352184e-04 + 7.202079e-04 + 8.375599e-04 + 0.000728 + 7.231377e-04 + 6.549065e-04 + 6.167640e-04 + 6.962549e-04 + 0.000792 + 7.320573e-04 - FLAG_WORK_PHONE - 9.035328e-04 - 9.463591e-05 - 9.851244e-04 - 0.001050 - 8.754986e-04 - 9.869077e-04 - 0.000748 - 8.270666e-04 - 8.437755e-04 - 7.901635e-04 - 9.707379e-04 - 9.579231e-04 + PREV_NAME_GOODS_CATEGORY_Computers + 7.308132e-04 + 9.327634e-05 + 7.320057e-04 + 8.442487e-04 + 5.458484e-04 + 0.000855 + 7.656774e-04 + 8.148113e-04 + 6.489848e-04 + 6.364774e-04 + 0.000714 + 7.507893e-04 - PREV_PRODUCT_COMBINATION_POS household without... - 8.943051e-04 - 7.085627e-05 - 7.432295e-04 - 0.001023 - 8.892805e-04 - 9.447271e-04 - 0.000921 - 8.884399e-04 - 8.113449e-04 - 9.176977e-04 - 9.009910e-04 - 9.033870e-04 + AMT_REQ_CREDIT_BUREAU_MON + 7.255039e-04 + 2.026233e-04 + 5.630984e-04 + 5.605082e-04 + 5.396829e-04 + 0.001102 + 5.895822e-04 + 8.256595e-04 + 9.130261e-04 + 5.151055e-04 + 0.000988 + 6.592155e-04 - POS_SK_DPD_DEF - 8.881447e-04 - 7.040649e-05 - 9.137608e-04 - 0.000858 - 9.943496e-04 - 8.352819e-04 - 0.000856 - 7.405526e-04 - 8.534825e-04 - 9.274426e-04 - 9.650802e-04 - 9.375948e-04 + PREV_PRODUCT_COMBINATION_Cash X-Sell: high + 6.888879e-04 + 1.599020e-04 + 1.080999e-03 + 5.092501e-04 + 6.885694e-04 + 0.000619 + 7.319972e-04 + 5.517768e-04 + 5.529974e-04 + 7.386650e-04 + 0.000602 + 8.137690e-04 - BUREAU_CREDIT_DAY_OVERDUE - 8.851027e-04 - 3.060940e-04 - 4.935912e-04 - 0.000774 - 1.306821e-03 - 7.777087e-04 - 0.001467 - 9.844274e-04 - 1.042309e-03 - 8.519628e-04 - 4.828599e-04 - 6.701722e-04 + PREV_NAME_SELLER_INDUSTRY_Furniture + 6.696139e-04 + 9.509570e-05 + 5.196605e-04 + 6.196504e-04 + 7.734388e-04 + 0.000672 + 7.478288e-04 + 5.495720e-04 + 7.004285e-04 + 5.873420e-04 + 0.000830 + 6.959193e-04 PREV_NAME_TYPE_SUITE_Spouse, partner - 8.361627e-04 - 7.323611e-05 - 8.707281e-04 - 0.000788 - 9.182645e-04 - 8.013292e-04 - 0.000980 - 7.950861e-04 - 7.827427e-04 - 9.066746e-04 - 7.693290e-04 - 7.492262e-04 - - - NAME_TYPE_SUITE - 8.295506e-04 - 9.427200e-05 - 7.536477e-04 - 0.000940 - 8.208468e-04 - 9.000038e-04 - 0.001020 - 7.838674e-04 - 7.670853e-04 - 6.922679e-04 - 7.655540e-04 - 8.516716e-04 + 6.690584e-04 + 7.322604e-05 + 7.093123e-04 + 6.041230e-04 + 7.384193e-04 + 0.000601 + 8.248643e-04 + 6.258826e-04 + 6.150558e-04 + 7.249792e-04 + 0.000655 + 5.922028e-04 - PREV_NAME_SELLER_INDUSTRY_Furniture - 8.268614e-04 - 8.894197e-05 - 6.959071e-04 - 0.000759 - 8.704608e-04 - 8.387030e-04 - 0.000927 - 7.024969e-04 - 8.151503e-04 - 7.969570e-04 - 9.906156e-04 - 8.718346e-04 + PREV_NAME_GOODS_CATEGORY_Furniture + 6.660798e-04 + 1.062723e-04 + 6.202638e-04 + 5.864069e-04 + 7.916212e-04 + 0.000583 + 7.889244e-04 + 5.343927e-04 + 7.028840e-04 + 5.422205e-04 + 0.000847 + 6.648511e-04 - PREV_PRODUCT_COMBINATION_Cash X-Sell: high - 8.253903e-04 - 1.256454e-04 - 1.146587e-03 - 0.000663 - 8.335230e-04 - 7.792050e-04 - 0.000888 - 7.742063e-04 - 6.950071e-04 - 8.222199e-04 - 7.890514e-04 - 8.624042e-04 + PREV_PRODUCT_COMBINATION_POS household without... + 6.527099e-04 + 7.310016e-05 + 4.826213e-04 + 7.434870e-04 + 6.653544e-04 + 0.000745 + 6.667920e-04 + 6.251998e-04 + 5.824149e-04 + 6.649896e-04 + 0.000690 + 6.608181e-04 - BUREAU_CREDIT_TYPE_Car loan - 8.247534e-04 - 1.885150e-04 - 6.142861e-04 - 0.001177 - 7.718217e-04 - 6.192948e-04 - 0.000709 - 9.468229e-04 - 1.066144e-03 - 7.395243e-04 - 9.552774e-04 - 6.479279e-04 + DEF_30_CNT_SOCIAL_CIRCLE + 6.479293e-04 + 1.205846e-04 + 6.704437e-04 + 8.194788e-04 + 5.703662e-04 + 0.000520 + 6.017022e-04 + 5.363512e-04 + 5.417654e-04 + 6.774025e-04 + 0.000636 + 9.053380e-04 - PREV_NAME_GOODS_CATEGORY_Furniture - 8.053802e-04 - 1.021330e-04 - 7.653519e-04 + FLAG_WORK_PHONE + 6.345858e-04 + 1.046693e-04 + 7.256622e-04 + 8.466989e-04 + 5.261893e-04 0.000725 - 9.612306e-04 - 7.412710e-04 - 0.000901 - 6.645617e-04 - 7.863620e-04 - 7.162975e-04 - 9.798063e-04 - 8.126939e-04 + 5.966951e-04 + 5.097714e-04 + 6.499317e-04 + 5.308994e-04 + 0.000555 + 6.792857e-04 PREV_CHANNEL_TYPE_Contact center - 7.972454e-04 - 6.822430e-05 - 6.854271e-04 - 0.000823 - 6.824262e-04 - 7.905013e-04 - 0.000816 - 8.722927e-04 - 7.931729e-04 - 8.719768e-04 - 7.570576e-04 - 8.806358e-04 - - - DEF_30_CNT_SOCIAL_CIRCLE - 7.840404e-04 - 1.133157e-04 - 8.142941e-04 - 0.000951 - 7.412060e-04 - 6.548343e-04 - 0.000729 - 6.427328e-04 - 7.117392e-04 - 8.152381e-04 - 7.693229e-04 - 1.011232e-03 + 6.199419e-04 + 7.619221e-05 + 4.841073e-04 + 6.975486e-04 + 4.878238e-04 + 0.000579 + 6.342173e-04 + 6.845054e-04 + 6.224627e-04 + 6.608451e-04 + 0.000640 + 7.090885e-04 - AMT_REQ_CREDIT_BUREAU_QRT - 7.340457e-04 - 6.501588e-05 - 6.758029e-04 - 0.000712 - 7.624865e-04 - 7.866736e-04 - 0.000676 - 7.017940e-04 - 7.561649e-04 - 8.686899e-04 - 7.691067e-04 - 6.309623e-04 + PREV_PRODUCT_COMBINATION_Cash Street: middle + 5.957700e-04 + 1.367903e-04 + 4.930264e-04 + 4.535845e-04 + 6.191907e-04 + 0.000844 + 7.594340e-04 + 5.929603e-04 + 5.320066e-04 + 4.755032e-04 + 0.000750 + 4.378122e-04 - NAME_HOUSING_TYPE - 7.215970e-04 - 7.481189e-05 - 8.224145e-04 - 0.000693 - 6.816059e-04 - 6.789594e-04 - 0.000764 - 5.522359e-04 - 8.141788e-04 - 7.023262e-04 - 7.448861e-04 - 7.621294e-04 + REGION_RATING_CLIENT_W_CITY + 5.933216e-04 + 7.798950e-05 + 5.520977e-04 + 6.178691e-04 + 4.786376e-04 + 0.000467 + 6.656146e-04 + 6.911126e-04 + 5.578848e-04 + 5.654572e-04 + 0.000645 + 6.926794e-04 - BUREAU_CNT_CREDIT_PROLONG - 7.155287e-04 - 1.717214e-04 - 6.649101e-04 - 0.001138 - 8.060975e-04 - 5.196903e-04 - 0.000739 - 7.056347e-04 - 5.472577e-04 - 5.385431e-04 - 7.983874e-04 - 6.980580e-04 + NAME_EDUCATION_TYPE + 5.907530e-04 + 1.041241e-04 + 6.330604e-04 + 7.126394e-04 + 6.077413e-04 + 0.000523 + 6.732403e-04 + 4.045882e-04 + 4.683839e-04 + 6.471589e-04 + 0.000505 + 7.321967e-04 - FLAG_OWN_CAR - 7.087974e-04 - 3.343866e-05 - 7.190450e-04 - 0.000756 - 6.396903e-04 - 7.219704e-04 - 0.000697 - 7.088952e-04 - 7.100189e-04 - 6.621090e-04 - 7.373141e-04 - 7.355673e-04 + FLAG_DOCUMENT_3 + 5.847670e-04 + 7.368052e-05 + 5.471663e-04 + 5.062003e-04 + 6.507652e-04 + 0.000494 + 4.897018e-04 + 6.989684e-04 + 6.903332e-04 + 5.993425e-04 + 0.000568 + 6.035613e-04 - CODE_GENDER - 7.064546e-04 - 3.639652e-05 - 6.494520e-04 - 0.000726 - 6.887603e-04 - 7.514861e-04 - 0.000705 - 6.864879e-04 - 6.508240e-04 - 7.560597e-04 - 7.427544e-04 - 7.078435e-04 + PREV_PRODUCT_COMBINATION_Cash Street: low + 5.803234e-04 + 1.267925e-04 + 6.799400e-04 + 8.812360e-04 + 5.780458e-04 + 0.000564 + 4.341049e-04 + 5.266644e-04 + 6.463544e-04 + 5.359498e-04 + 0.000545 + 4.125168e-04 - LIVE_CITY_NOT_WORK_CITY - 7.058713e-04 - 5.499609e-05 - 7.451956e-04 - 0.000708 - 6.808263e-04 - 6.957849e-04 - 0.000783 - 6.215591e-04 - 6.042434e-04 - 7.442781e-04 - 7.152631e-04 - 7.612782e-04 + REGION_RATING_CLIENT + 5.700026e-04 + 6.617625e-05 + 5.546023e-04 + 5.771532e-04 + 4.378226e-04 + 0.000466 + 6.276459e-04 + 6.186962e-04 + 5.786466e-04 + 5.765046e-04 + 0.000602 + 6.614679e-04 PREV_CODE_REJECT_REASON_LIMIT - 6.706487e-04 - 4.669927e-05 - 6.177071e-04 - 0.000662 - 5.729149e-04 - 6.513610e-04 - 0.000701 - 7.041706e-04 - 7.122533e-04 - 6.889125e-04 - 7.395083e-04 - 6.571656e-04 + 5.596538e-04 + 4.752046e-05 + 5.244808e-04 + 6.086695e-04 + 4.612532e-04 + 0.000512 + 5.750843e-04 + 6.031567e-04 + 6.067154e-04 + 5.356845e-04 + 0.000604 + 5.654923e-04 - PREV_PRODUCT_COMBINATION_Cash Street: high - 6.664749e-04 - 6.511500e-05 - 6.721531e-04 - 0.000652 - 7.493484e-04 - 6.356868e-04 - 0.000640 - 5.931409e-04 - 5.828306e-04 - 6.726229e-04 - 6.553252e-04 - 8.117009e-04 + PREV_NAME_GOODS_CATEGORY_Clothing and Accessories + 5.542532e-04 + 7.835349e-05 + 4.256819e-04 + 5.230985e-04 + 4.652726e-04 + 0.000616 + 6.423939e-04 + 6.130796e-04 + 5.595023e-04 + 5.978895e-04 + 0.000452 + 6.470397e-04 - FLAG_OWN_REALTY - 6.615525e-04 - 5.304317e-05 - 5.853024e-04 - 0.000636 - 6.769120e-04 - 6.727541e-04 - 0.000724 - 6.058124e-04 - 5.832340e-04 - 7.334473e-04 - 7.088199e-04 - 6.891389e-04 + NAME_HOUSING_TYPE + 5.530138e-04 + 7.663286e-05 + 6.582917e-04 + 4.797756e-04 + 5.157504e-04 + 0.000503 + 5.737717e-04 + 3.933204e-04 + 6.333029e-04 + 5.968548e-04 + 0.000559 + 6.167921e-04 - FLAG_PHONE - 6.465458e-04 - 4.857241e-05 - 5.768331e-04 - 0.000686 - 6.187550e-04 - 6.644226e-04 - 0.000635 - 6.417407e-04 - 7.065839e-04 - 5.579458e-04 - 6.679886e-04 - 7.100064e-04 + PREV_CODE_REJECT_REASON_SCO + 5.524763e-04 + 1.037376e-04 + 4.408517e-04 + 5.648538e-04 + 4.863739e-04 + 0.000725 + 3.772627e-04 + 6.199321e-04 + 6.719283e-04 + 6.102333e-04 + 0.000565 + 4.636848e-04 - PREV_PRODUCT_COMBINATION_Cash Street: middle - 6.438552e-04 - 1.046971e-04 - 5.433246e-04 - 0.000570 - 7.236103e-04 - 8.552087e-04 - 0.000755 - 6.438129e-04 - 6.044839e-04 - 5.272311e-04 - 6.888669e-04 - 5.276651e-04 + PREV_PRODUCT_COMBINATION_Cash Street: high + 5.417241e-04 + 6.838644e-05 + 5.095006e-04 + 4.817145e-04 + 5.813440e-04 + 0.000522 + 4.879195e-04 + 5.131773e-04 + 4.999163e-04 + 5.842711e-04 + 0.000516 + 7.212928e-04 CREDIT_SK_DPD_DEF - 6.330660e-04 - 1.340879e-04 - 4.874336e-04 - 0.000515 - 7.275449e-04 - 6.844817e-04 - 0.000607 - 4.682655e-04 - 6.656339e-04 - 7.367720e-04 - 5.216003e-04 - 9.174699e-04 + 5.406020e-04 + 1.332056e-04 + 4.242513e-04 + 4.058325e-04 + 5.793389e-04 + 0.000604 + 5.935696e-04 + 4.419180e-04 + 4.513995e-04 + 6.374287e-04 + 0.000418 + 8.494381e-04 - PREV_PRODUCT_COMBINATION_Cash Street: low - 6.133554e-04 - 9.568480e-05 - 6.790870e-04 - 0.000833 - 6.236920e-04 - 6.008759e-04 - 0.000499 - 5.663978e-04 - 6.213727e-04 - 6.238019e-04 - 6.249867e-04 - 4.615648e-04 + PREV_NAME_SELLER_INDUSTRY_Clothing + 5.348716e-04 + 1.021395e-04 + 4.003318e-04 + 5.211049e-04 + 4.175471e-04 + 0.000541 + 7.761847e-04 + 5.258121e-04 + 5.971121e-04 + 5.567961e-04 + 0.000443 + 5.695327e-04 - DEF_60_CNT_SOCIAL_CIRCLE - 5.994446e-04 - 8.189564e-05 - 5.324651e-04 - 0.000652 - 5.019632e-04 - 5.020416e-04 - 0.000756 - 5.171007e-04 - 6.054373e-04 - 5.979671e-04 - 6.857069e-04 - 6.433714e-04 + NAME_TYPE_SUITE + 5.344819e-04 + 8.365572e-05 + 5.228168e-04 + 6.438670e-04 + 5.328962e-04 + 0.000610 + 6.841336e-04 + 4.845746e-04 + 4.629454e-04 + 3.916126e-04 + 0.000511 + 5.008403e-04 - PREV_CODE_REJECT_REASON_SCO - 5.952389e-04 - 9.819618e-05 - 4.742286e-04 - 0.000590 - 5.690696e-04 - 7.117609e-04 - 0.000399 - 6.436708e-04 - 6.961285e-04 - 6.866017e-04 - 6.546734e-04 - 5.274543e-04 + DEF_60_CNT_SOCIAL_CIRCLE + 5.128727e-04 + 1.029183e-04 + 4.243699e-04 + 5.592666e-04 + 4.217804e-04 + 0.000383 + 7.195340e-04 + 4.114324e-04 + 5.255600e-04 + 4.951784e-04 + 0.000640 + 5.488461e-04 - PREV_NAME_GOODS_CATEGORY_Clothing and Accessories - 5.885344e-04 - 6.000793e-05 - 4.894837e-04 - 0.000562 - 5.360342e-04 - 6.328668e-04 - 0.000646 - 6.077341e-04 - 5.970722e-04 - 6.242439e-04 - 5.068136e-04 - 6.837839e-04 + AMT_REQ_CREDIT_BUREAU_QRT + 5.071302e-04 + 8.514759e-05 + 4.479424e-04 + 4.823266e-04 + 5.523822e-04 + 0.000582 + 4.265157e-04 + 4.525037e-04 + 4.877177e-04 + 6.634037e-04 + 0.000602 + 3.748049e-04 - PREV_NAME_SELLER_INDUSTRY_Clothing - 5.839860e-04 - 7.569724e-05 - 4.434888e-04 - 0.000576 - 5.190349e-04 - 6.306000e-04 - 0.000741 - 5.777722e-04 - 6.120638e-04 - 6.242410e-04 - 5.219141e-04 - 5.932393e-04 + PREV_NAME_SELLER_INDUSTRY_Construction + 4.704402e-04 + 7.149345e-05 + 4.366547e-04 + 3.772808e-04 + 5.728171e-04 + 0.000512 + 4.223809e-04 + 4.592672e-04 + 3.958702e-04 + 5.872381e-04 + 0.000409 + 5.311827e-04 - PREV_NAME_SELLER_INDUSTRY_Construction - 5.472444e-04 - 7.561930e-05 - 5.215642e-04 - 0.000434 - 6.139879e-04 - 5.725081e-04 - 0.000504 - 5.603798e-04 - 4.720114e-04 - 6.883575e-04 - 4.788358e-04 - 6.266502e-04 + LIVE_CITY_NOT_WORK_CITY + 4.659786e-04 + 6.621761e-05 + 5.124399e-04 + 4.450973e-04 + 4.734020e-04 + 0.000473 + 6.132776e-04 + 4.220110e-04 + 3.400632e-04 + 4.347217e-04 + 0.000490 + 4.558506e-04 PREV_PRODUCT_COMBINATION_POS mobile without in... - 5.223900e-04 - 9.510420e-05 - 4.203409e-04 - 0.000610 - 4.117879e-04 - 5.087231e-04 - 0.000523 - 5.449060e-04 - 6.519653e-04 - 3.529523e-04 - 5.701455e-04 - 6.306086e-04 + 4.634277e-04 + 1.165134e-04 + 3.174668e-04 + 6.279964e-04 + 3.261470e-04 + 0.000458 + 4.404688e-04 + 4.642486e-04 + 5.855231e-04 + 2.948707e-04 + 0.000505 + 6.149087e-04 - NAME_CONTRACT_TYPE - 4.992126e-04 - 6.126971e-05 - 3.804220e-04 - 0.000587 - 5.310378e-04 - 5.649260e-04 - 0.000540 - 4.689538e-04 - 4.594965e-04 - 5.212769e-04 - 4.245058e-04 - 5.149343e-04 + PREV_NAME_GOODS_CATEGORY_Construction Materials + 4.361747e-04 + 3.063211e-05 + 4.100340e-04 + 4.548103e-04 + 4.336475e-04 + 0.000473 + 4.195547e-04 + 4.006080e-04 + 4.767105e-04 + 4.727002e-04 + 0.000387 + 4.338932e-04 PREV_CHANNEL_TYPE_AP+ (Cash loan) - 4.990754e-04 - 7.451680e-05 - 4.921230e-04 - 0.000427 - 5.284979e-04 - 5.476159e-04 - 0.000635 - 3.722517e-04 - 4.581137e-04 - 4.541425e-04 - 4.844281e-04 - 5.915102e-04 + 4.281232e-04 + 7.371950e-05 + 4.585160e-04 + 3.322870e-04 + 4.811217e-04 + 0.000475 + 5.658142e-04 + 3.043629e-04 + 4.141307e-04 + 3.853200e-04 + 0.000394 + 4.700474e-04 PREV_NAME_GOODS_CATEGORY_Photo / Cinema Equipment - 4.953223e-04 - 5.334508e-05 - 4.717691e-04 - 0.000517 - 4.538951e-04 - 4.667625e-04 - 0.000576 - 4.790956e-04 - 4.955666e-04 - 4.386635e-04 - 6.072672e-04 - 4.468982e-04 - - - PREV_NAME_GOODS_CATEGORY_Construction Materials - 4.913953e-04 - 3.951559e-05 - 4.593577e-04 - 0.000522 - 4.628621e-04 - 5.619211e-04 - 0.000459 - 4.896479e-04 - 4.806653e-04 - 5.561865e-04 - 4.424977e-04 - 4.805804e-04 + 4.273761e-04 + 5.568220e-05 + 4.130866e-04 + 4.665315e-04 + 3.806953e-04 + 0.000390 + 5.015515e-04 + 3.931865e-04 + 4.430125e-04 + 3.423814e-04 + 0.000533 + 4.100497e-04 - PREV_NAME_TYPE_SUITE_Children - 4.767006e-04 - 4.801072e-05 - 5.789334e-04 - 0.000422 - 4.213051e-04 - 4.174182e-04 - 0.000484 - 4.625073e-04 - 4.750269e-04 - 5.010302e-04 - 5.229592e-04 - 4.815633e-04 + PREV_NAME_SELLER_INDUSTRY_Industry + 4.254995e-04 + 5.727527e-05 + 3.993013e-04 + 3.246564e-04 + 4.132538e-04 + 0.000406 + 3.828139e-04 + 4.718882e-04 + 5.069504e-04 + 3.757532e-04 + 0.000506 + 4.685385e-04 PREV_PRODUCT_COMBINATION_POS other with interest - 4.583145e-04 - 7.410608e-05 - 4.569898e-04 - 0.000416 - 4.422595e-04 - 4.071562e-04 - 0.000409 - 5.278236e-04 - 4.096343e-04 - 4.813752e-04 - 3.870375e-04 - 6.455034e-04 + 4.106772e-04 + 7.191710e-05 + 3.991193e-04 + 3.543702e-04 + 3.915862e-04 + 0.000354 + 3.555134e-04 + 5.017182e-04 + 3.616298e-04 + 4.641099e-04 + 0.000356 + 5.693763e-04 - PREV_NAME_SELLER_INDUSTRY_Industry - 4.571744e-04 - 5.455245e-05 - 4.362782e-04 - 0.000379 - 4.178829e-04 - 4.548451e-04 - 0.000452 - 4.763629e-04 - 5.352638e-04 - 3.811119e-04 - 5.483822e-04 - 4.905828e-04 + PREV_NAME_TYPE_SUITE_Children + 4.064170e-04 + 5.110334e-05 + 4.897813e-04 + 3.330708e-04 + 3.253183e-04 + 0.000364 + 4.359280e-04 + 4.403824e-04 + 4.106609e-04 + 3.816361e-04 + 0.000453 + 4.309995e-04 - FLAG_DOCUMENT_8 - 4.486222e-04 - 8.835459e-05 - 3.803672e-04 - 0.000662 - 3.735886e-04 - 4.018294e-04 - 0.000432 - 4.966109e-04 - 3.885494e-04 - 5.464246e-04 - 3.980799e-04 - 4.065128e-04 + BUREAU_AMT_CREDIT_SUM_OVERDUE + 4.016104e-04 + 1.259850e-04 + 2.130900e-04 + 3.604904e-04 + 2.718023e-04 + 0.000387 + 5.829888e-04 + 6.389891e-04 + 3.680396e-04 + 3.504258e-04 + 0.000349 + 4.945570e-04 - BUREAU_CREDIT_CURRENCY_currency 1 - 4.261227e-04 - 5.156939e-05 - 4.160951e-04 - 0.000449 - 3.904321e-04 - 4.519012e-04 - 0.000360 - 4.442865e-04 - 3.396437e-04 - 5.270817e-04 - 4.664071e-04 - 4.160931e-04 + PREV_NAME_CASH_LOAN_PURPOSE_Repairs + 3.773738e-04 + 6.004115e-05 + 4.448848e-04 + 3.628666e-04 + 4.190636e-04 + 0.000261 + 4.390603e-04 + 3.910216e-04 + 3.399914e-04 + 2.946959e-04 + 0.000382 + 4.392754e-04 - PREV_CODE_REJECT_REASON_CLIENT - 4.227551e-04 - 3.320274e-05 - 3.754195e-04 - 0.000374 - 4.908499e-04 - 4.218791e-04 - 0.000417 - 4.300565e-04 - 4.276899e-04 - 4.251927e-04 - 4.596875e-04 - 4.052576e-04 + PREV_NAME_CONTRACT_STATUS_Unused offer + 3.730326e-04 + 3.254948e-05 + 3.043924e-04 + 3.407787e-04 + 4.121783e-04 + 0.000383 + 3.749902e-04 + 3.424837e-04 + 4.013964e-04 + 3.746009e-04 + 0.000408 + 3.886580e-04 - PREV_NAME_CASH_LOAN_PURPOSE_Repairs - 4.219160e-04 - 4.785107e-05 - 4.966407e-04 - 0.000407 - 4.508093e-04 - 3.463750e-04 - 0.000420 - 4.177916e-04 - 3.883911e-04 - 3.628868e-04 - 4.307739e-04 - 4.983906e-04 + PREV_CODE_REJECT_REASON_CLIENT + 3.723117e-04 + 3.442821e-05 + 3.511474e-04 + 3.357174e-04 + 4.070799e-04 + 0.000337 + 3.357662e-04 + 3.964558e-04 + 4.122089e-04 + 3.750921e-04 + 0.000429 + 3.433726e-04 - PREV_NAME_CONTRACT_STATUS_Unused offer - 4.216211e-04 - 2.869176e-05 - 3.809928e-04 - 0.000388 - 4.518734e-04 - 4.016782e-04 - 0.000426 - 4.412339e-04 - 4.685651e-04 - 4.160110e-04 - 4.486164e-04 - 3.934420e-04 + NAME_CONTRACT_TYPE + 3.719731e-04 + 5.450114e-05 + 2.800560e-04 + 4.135633e-04 + 3.483289e-04 + 0.000471 + 4.435542e-04 + 3.496253e-04 + 3.319086e-04 + 3.634878e-04 + 0.000331 + 3.867003e-04 PREV_NAME_TYPE_SUITE_Other_B - 3.982863e-04 - 7.638403e-05 - 4.555920e-04 - 0.000296 - 4.103548e-04 - 4.141557e-04 - 0.000441 - 4.688694e-04 - 2.159345e-04 - 4.017123e-04 - 4.579866e-04 - 4.213505e-04 - - - TARGET - 3.843717e-04 - 4.974430e-05 - 4.409788e-04 - 0.000380 - 3.417400e-04 - 4.651551e-04 - 0.000397 - 3.658243e-04 - 2.800767e-04 - 4.118230e-04 - 3.582102e-04 - 4.032813e-04 + 3.656233e-04 + 7.531156e-05 + 4.213401e-04 + 2.560721e-04 + 4.071613e-04 + 0.000374 + 3.668318e-04 + 4.602562e-04 + 1.979837e-04 + 3.945985e-04 + 0.000409 + 3.684640e-04 PREV_PRODUCT_COMBINATION_POS industry without ... - 3.827423e-04 - 7.588086e-05 - 3.332658e-04 - 0.000355 - 4.031242e-04 - 4.650701e-04 - 0.000548 - 2.744863e-04 - 3.852101e-04 - 3.262460e-04 - 4.155031e-04 - 3.210084e-04 + 3.629290e-04 + 9.115792e-05 + 3.116105e-04 + 3.201940e-04 + 3.858601e-04 + 0.000488 + 5.592338e-04 + 2.684151e-04 + 3.541617e-04 + 2.962652e-04 + 0.000383 + 2.624824e-04 PREV_NAME_CASH_LOAN_PURPOSE_Other - 3.738036e-04 - 8.548623e-05 - 4.586099e-04 - 0.000269 - 4.478933e-04 - 3.317762e-04 - 0.000315 - 3.719091e-04 - 5.467831e-04 - 2.567455e-04 - 3.868602e-04 - 3.533147e-04 + 3.548910e-04 + 9.615008e-05 + 4.401488e-04 + 2.182712e-04 + 4.442887e-04 + 0.000284 + 2.782131e-04 + 3.733402e-04 + 5.315701e-04 + 2.334569e-04 + 0.000390 + 3.558317e-04 - BUREAU_AMT_CREDIT_SUM_OVERDUE - 3.717631e-04 - 1.111880e-04 - 2.225749e-04 - 0.000351 - 2.274372e-04 - 3.330098e-04 - 0.000509 - 5.972496e-04 - 3.522071e-04 - 3.454774e-04 - 3.301471e-04 - 4.500654e-04 + FLAG_DOCUMENT_8 + 3.296403e-04 + 7.406445e-05 + 3.028083e-04 + 4.931711e-04 + 2.424942e-04 + 0.000299 + 2.696632e-04 + 3.556969e-04 + 2.838843e-04 + 4.350496e-04 + 0.000321 + 2.934643e-04 CREDIT_NAME_CONTRACT_STATUS_Completed - 3.673972e-04 - 3.999644e-05 - 3.598104e-04 - 0.000369 - 4.421350e-04 - 3.641706e-04 - 0.000380 - 2.826007e-04 - 4.055087e-04 - 3.650004e-04 - 3.761593e-04 - 3.293595e-04 + 3.268270e-04 + 4.096574e-05 + 2.946710e-04 + 3.342689e-04 + 3.278618e-04 + 0.000375 + 2.751941e-04 + 2.611544e-04 + 3.856963e-04 + 3.267339e-04 + 0.000378 + 3.095755e-04 - FLAG_EMAIL - 3.621457e-04 - 7.845052e-05 - 4.237551e-04 - 0.000360 - 2.752343e-04 - 5.568109e-04 - 0.000366 - 2.929587e-04 - 2.794374e-04 - 3.594916e-04 - 3.699737e-04 - 3.380227e-04 + CREDIT_AMT_DRAWINGS_OTHER_CURRENT + 3.211026e-04 + 1.309991e-04 + 5.968533e-04 + 2.640532e-04 + 3.371623e-04 + 0.000224 + 4.264498e-04 + 2.737759e-04 + 1.362356e-04 + 4.587186e-04 + 0.000298 + 1.964322e-04 - REG_CITY_NOT_LIVE_CITY - 3.542731e-04 - 5.968440e-05 - 3.598813e-04 - 0.000395 - 3.866145e-04 - 2.945799e-04 - 0.000354 - 2.978355e-04 - 2.911895e-04 - 3.316297e-04 - 3.318277e-04 - 4.995605e-04 + FLAG_OWN_CAR + 3.194633e-04 + 4.070987e-05 + 2.666056e-04 + 3.482354e-04 + 2.448968e-04 + 0.000376 + 3.196954e-04 + 3.374912e-04 + 3.244067e-04 + 3.169027e-04 + 0.000373 + 2.877262e-04 - CREDIT_AMT_DRAWINGS_OTHER_CURRENT - 3.333191e-04 - 1.264310e-04 - 5.716157e-04 - 0.000277 - 3.356181e-04 - 2.447148e-04 - 0.000458 - 3.032100e-04 - 1.595294e-04 - 4.989259e-04 - 2.671485e-04 - 2.168605e-04 + BUREAU_CREDIT_ACTIVE_Sold + 3.057846e-04 + 7.540333e-05 + 2.239029e-04 + 2.670722e-04 + 3.319814e-04 + 0.000288 + 2.123124e-04 + 3.687135e-04 + 2.837243e-04 + 4.722147e-04 + 0.000363 + 2.468672e-04 - REG_REGION_NOT_WORK_REGION - 3.075309e-04 - 4.664647e-05 - 2.682479e-04 - 0.000316 - 2.255877e-04 - 2.862260e-04 - 0.000301 - 3.747532e-04 - 2.932781e-04 - 3.393580e-04 - 2.827700e-04 - 3.886817e-04 + PREV_NAME_TYPE_SUITE_Other_A + 2.966889e-04 + 1.245208e-04 + 5.698820e-04 + 2.828738e-04 + 2.503181e-04 + 0.000393 + 1.755497e-04 + 2.469174e-04 + 1.843855e-04 + 1.635915e-04 + 0.000262 + 4.381419e-04 - BUREAU_CREDIT_ACTIVE_Sold - 3.024436e-04 - 7.120751e-05 - 2.085943e-04 + CODE_GENDER + 2.888611e-04 + 5.026641e-05 + 2.629947e-04 + 3.902060e-04 + 2.632448e-04 0.000334 - 3.214014e-04 - 2.927140e-04 - 0.000198 - 3.414371e-04 - 2.894374e-04 - 4.512549e-04 - 3.458968e-04 - 2.417410e-04 + 2.919725e-04 + 2.212170e-04 + 2.445235e-04 + 3.315847e-04 + 0.000312 + 2.368223e-04 - PREV_NAME_TYPE_SUITE_Other_A - 2.944444e-04 - 1.078245e-04 - 5.307296e-04 - 0.000292 - 2.439314e-04 - 4.069605e-04 - 0.000205 - 2.494041e-04 - 1.834633e-04 - 1.846302e-04 - 2.570023e-04 - 3.914613e-04 + FLAG_EMAIL + 2.835858e-04 + 8.236295e-05 + 3.684964e-04 + 2.919668e-04 + 2.017767e-04 + 0.000478 + 2.554355e-04 + 2.483317e-04 + 1.703136e-04 + 2.619547e-04 + 0.000296 + 2.631777e-04 + + + BUREAU_CREDIT_CURRENCY_currency 1 + 2.790684e-04 + 6.249229e-05 + 2.939242e-04 + 3.112266e-04 + 2.636372e-04 + 0.000271 + 2.151399e-04 + 3.024526e-04 + 1.848451e-04 + 4.283749e-04 + 0.000282 + 2.381002e-04 PREV_CODE_REJECT_REASON_SCOFR - 2.909284e-04 - 6.447273e-05 - 3.615106e-04 - 0.000294 - 3.439537e-04 - 1.893585e-04 - 0.000306 - 1.801502e-04 - 3.253231e-04 - 3.195454e-04 - 3.616299e-04 - 2.280619e-04 + 2.771747e-04 + 6.773215e-05 + 3.400649e-04 + 2.942094e-04 + 3.007210e-04 + 0.000193 + 2.800864e-04 + 1.425103e-04 + 3.428404e-04 + 2.911072e-04 + 0.000367 + 2.207028e-04 - LIVE_REGION_NOT_WORK_REGION - 2.694294e-04 - 4.132171e-05 - 2.150998e-04 - 0.000291 - 1.848072e-04 - 3.075696e-04 - 0.000233 - 2.956266e-04 - 2.824324e-04 - 2.797703e-04 - 2.859998e-04 - 3.193312e-04 + FLAG_OWN_REALTY + 2.731544e-04 + 4.744072e-05 + 2.037957e-04 + 2.319208e-04 + 2.935300e-04 + 0.000266 + 3.496038e-04 + 2.312417e-04 + 2.226652e-04 + 3.257424e-04 + 0.000323 + 2.842911e-04 - CREDIT_CNT_DRAWINGS_OTHER_CURRENT - 2.593111e-04 - 9.044866e-05 - 3.230299e-04 - 0.000194 - 2.711755e-04 - 1.749371e-04 - 0.000426 - 2.669601e-04 - 1.180147e-04 - 3.797283e-04 - 2.399918e-04 - 1.991978e-04 + FLAG_PHONE + 2.618946e-04 + 3.126259e-05 + 2.371998e-04 + 2.756770e-04 + 2.681221e-04 + 0.000256 + 2.647334e-04 + 2.585517e-04 + 3.086928e-04 + 1.921201e-04 + 0.000254 + 3.038398e-04 POS_NAME_CONTRACT_STATUS_Returned to the store - 2.523282e-04 - 5.866697e-05 - 1.825491e-04 - 0.000268 - 3.693453e-04 - 2.691334e-04 - 0.000286 - 2.929734e-04 - 1.986176e-04 - 2.686953e-04 - 2.297714e-04 - 1.580876e-04 + 2.576217e-04 + 6.965976e-05 + 1.859085e-04 + 2.779647e-04 + 3.961783e-04 + 0.000277 + 2.717005e-04 + 3.295739e-04 + 2.136683e-04 + 2.657940e-04 + 0.000222 + 1.361464e-04 - PREV_RATE_INTEREST_PRIMARY - 2.229755e-04 - 5.651958e-05 - 1.315871e-04 - 0.000285 - 2.893530e-04 - 2.771153e-04 - 0.000150 - 2.161295e-04 - 1.480176e-04 - 2.464336e-04 - 2.482872e-04 - 2.377709e-04 + TARGET + 2.566496e-04 + 5.600194e-05 + 2.738563e-04 + 2.582900e-04 + 2.174065e-04 + 0.000396 + 2.623600e-04 + 2.397167e-04 + 1.637993e-04 + 2.650399e-04 + 0.000223 + 2.670314e-04 - PREV_NAME_CASH_LOAN_PURPOSE_Urgent needs - 2.211174e-04 - 5.459757e-05 - 2.608627e-04 - 0.000204 - 3.117358e-04 - 2.491371e-04 - 0.000189 - 1.577104e-04 - 2.332758e-04 - 2.056584e-04 - 1.203324e-04 - 2.790430e-04 + CREDIT_CNT_DRAWINGS_OTHER_CURRENT + 2.531377e-04 + 1.015334e-04 + 3.235080e-04 + 1.602794e-04 + 2.696902e-04 + 0.000152 + 4.235470e-04 + 2.575880e-04 + 1.097541e-04 + 4.079450e-04 + 0.000247 + 1.802133e-04 - AMT_REQ_CREDIT_BUREAU_WEEK - 2.195204e-04 - 2.819607e-05 - 2.455420e-04 - 0.000197 - 2.107885e-04 - 2.164908e-04 - 0.000260 - 2.077368e-04 - 1.680450e-04 - 2.173872e-04 - 2.072846e-04 - 2.654894e-04 + REG_CITY_NOT_LIVE_CITY + 2.314995e-04 + 5.113551e-05 + 2.211193e-04 + 2.575525e-04 + 2.552043e-04 + 0.000208 + 2.307378e-04 + 1.849842e-04 + 1.640757e-04 + 2.198609e-04 + 0.000212 + 3.618952e-04 - PREV_NAME_PAYMENT_TYPE_Non-cash from your account - 2.092541e-04 - 5.922542e-05 - 2.508460e-04 - 0.000109 - 2.021908e-04 - 2.687695e-04 - 0.000323 - 1.741429e-04 - 1.390181e-04 - 2.045080e-04 - 2.262430e-04 - 1.944892e-04 + REG_REGION_NOT_WORK_REGION + 2.213827e-04 + 4.494232e-05 + 1.605486e-04 + 2.072247e-04 + 1.363173e-04 + 0.000240 + 2.338276e-04 + 2.797500e-04 + 1.980644e-04 + 2.569504e-04 + 0.000222 + 2.790453e-04 + + + PREV_RATE_INTEREST_PRIMARY + 2.140146e-04 + 5.989948e-05 + 1.118608e-04 + 2.433919e-04 + 3.003071e-04 + 0.000220 + 1.393152e-04 + 2.200015e-04 + 1.365134e-04 + 2.519134e-04 + 0.000265 + 2.524721e-04 + + + PREV_NAME_CASH_LOAN_PURPOSE_Urgent needs + 2.030164e-04 + 5.290026e-05 + 2.620112e-04 + 1.743616e-04 + 2.606233e-04 + 0.000236 + 1.757168e-04 + 1.486801e-04 + 2.109931e-04 + 2.079427e-04 + 0.000093 + 2.607105e-04 PREV_NAME_GOODS_CATEGORY_Jewelry - 1.981968e-04 - 5.496719e-05 - 2.581956e-04 - 0.000196 - 1.648767e-04 - 1.935057e-04 - 0.000101 - 1.289558e-04 - 2.316682e-04 - 2.073709e-04 - 2.013630e-04 - 2.985458e-04 + 1.985835e-04 + 5.666553e-05 + 2.605006e-04 + 2.281023e-04 + 1.677167e-04 + 0.000186 + 8.893821e-05 + 1.171517e-04 + 2.383695e-04 + 2.066326e-04 + 0.000219 + 2.731217e-04 + + + PREV_NAME_PAYMENT_TYPE_Non-cash from your account + 1.947676e-04 + 6.039648e-05 + 2.554795e-04 + 1.053365e-04 + 1.845875e-04 + 0.000274 + 2.940528e-04 + 1.444742e-04 + 1.215607e-04 + 1.787319e-04 + 0.000210 + 1.798429e-04 PREV_RATE_INTEREST_PRIVILEGED - 1.972056e-04 - 4.739925e-05 - 1.337274e-04 - 0.000271 - 2.166008e-04 - 2.689743e-04 - 0.000142 - 2.087222e-04 - 1.367878e-04 - 1.803507e-04 - 2.149604e-04 - 1.993011e-04 + 1.944400e-04 + 4.926168e-05 + 1.103948e-04 + 2.528978e-04 + 2.106413e-04 + 0.000263 + 1.563472e-04 + 1.857697e-04 + 1.283684e-04 + 1.792425e-04 + 0.000241 + 2.161823e-04 POS_NAME_CONTRACT_STATUS_Approved - 1.941659e-04 - 3.618349e-05 - 1.858201e-04 - 0.000224 - 2.541865e-04 - 1.427264e-04 - 0.000210 - 2.402101e-04 - 1.469901e-04 - 1.595695e-04 - 1.945315e-04 - 1.839398e-04 + 1.940807e-04 + 3.406526e-05 + 1.910314e-04 + 2.212251e-04 + 2.686972e-04 + 0.000174 + 2.108113e-04 + 2.179788e-04 + 1.569132e-04 + 1.596212e-04 + 0.000183 + 1.572842e-04 - PREV_NAME_GOODS_CATEGORY_Homewares - 1.882589e-04 - 7.276007e-05 - 2.033590e-04 - 0.000060 - 1.471617e-04 - 2.230905e-04 - 0.000084 - 1.821903e-04 - 2.358498e-04 - 2.273628e-04 - 1.946421e-04 - 3.248263e-04 + LIVE_REGION_NOT_WORK_REGION + 1.939464e-04 + 4.208642e-05 + 1.733133e-04 + 2.021304e-04 + 1.133194e-04 + 0.000256 + 1.523207e-04 + 2.279331e-04 + 1.591725e-04 + 2.166280e-04 + 0.000197 + 2.409560e-04 - PREV_NAME_GOODS_CATEGORY_Auto Accessories - 1.880269e-04 - 4.547907e-05 - 1.586971e-04 - 0.000125 - 1.919817e-04 - 1.438597e-04 + AMT_REQ_CREDIT_BUREAU_WEEK + 1.923578e-04 + 2.982289e-05 + 2.391582e-04 + 1.694495e-04 + 1.646329e-04 + 0.000204 + 2.109704e-04 + 1.748033e-04 + 1.499369e-04 + 2.032523e-04 + 0.000169 + 2.385183e-04 + + + PREV_NAME_GOODS_CATEGORY_Homewares + 1.908741e-04 + 7.276626e-05 + 1.944617e-04 + 4.752056e-05 + 1.687855e-04 0.000204 - 2.237081e-04 - 2.001762e-04 - 2.731983e-04 - 1.307757e-04 - 2.287748e-04 + 8.262001e-05 + 2.092534e-04 + 2.556743e-04 + 2.445322e-04 + 0.000200 + 3.027992e-04 PREV_NAME_GOODS_CATEGORY_Sport and Leisure - 1.692632e-04 - 9.934469e-05 - 3.017068e-05 - 0.000108 - 8.623068e-05 - 1.321781e-04 - 0.000364 - 1.427640e-04 - 1.366225e-04 - 1.308121e-04 - 3.045525e-04 - 2.580155e-04 + 1.895317e-04 + 1.210861e-04 + 2.285720e-05 + 1.181590e-04 + 8.623624e-05 + 0.000128 + 4.011887e-04 + 1.505738e-04 + 1.696877e-04 + 1.306526e-04 + 0.000372 + 3.153324e-04 - PREV_NAME_SELLER_INDUSTRY_Jewelry - 1.636179e-04 - 7.418935e-05 - 1.608024e-04 - 0.000163 - 1.293854e-04 - 1.160980e-04 - 0.000037 - 9.236804e-05 - 3.188068e-04 - 2.071685e-04 - 1.816646e-04 - 2.292892e-04 + PREV_NAME_GOODS_CATEGORY_Auto Accessories + 1.806710e-04 + 4.933035e-05 + 1.451965e-04 + 1.081233e-04 + 1.965271e-04 + 0.000150 + 2.203152e-04 + 2.043984e-04 + 1.871158e-04 + 2.725218e-04 + 0.000110 + 2.124926e-04 - PREV_NAME_SELLER_INDUSTRY_Auto technology - 1.570819e-04 - 4.934185e-05 - 8.809844e-05 - 0.000097 - 1.378625e-04 - 1.477229e-04 - 0.000157 - 2.448168e-04 - 1.226463e-04 - 2.274734e-04 - 1.979124e-04 - 1.498439e-04 + PREV_NAME_SELLER_INDUSTRY_Jewelry + 1.746155e-04 + 8.192726e-05 + 1.779869e-04 + 1.716649e-04 + 1.402265e-04 + 0.000113 + 2.565719e-05 + 1.091217e-04 + 3.444663e-04 + 2.322532e-04 + 0.000207 + 2.245507e-04 PREV_NAME_GOODS_CATEGORY_Vehicles - 1.555115e-04 - 5.743754e-05 - 1.741049e-04 - 0.000128 - 2.592124e-04 - 2.157176e-04 - 0.000105 - 1.658883e-04 - 7.229748e-05 - 2.096581e-04 - 8.724524e-05 - 1.385076e-04 + 1.618391e-04 + 6.613890e-05 + 2.010657e-04 + 1.358799e-04 + 2.597161e-04 + 0.000247 + 9.406065e-05 + 1.630152e-04 + 5.999583e-05 + 2.210539e-04 + 0.000083 + 1.541465e-04 - PREV_FLAG_LAST_APPL_PER_CONTRACT_N - 1.546806e-04 - 3.258718e-05 - 1.986609e-04 - 0.000156 - 1.545331e-04 - 1.422190e-04 - 0.000146 - 1.195108e-04 - 2.301688e-04 - 1.289420e-04 - 1.414399e-04 - 1.284761e-04 + PREV_NAME_SELLER_INDUSTRY_Auto technology + 1.594777e-04 + 5.698300e-05 + 8.362027e-05 + 8.899491e-05 + 1.231839e-04 + 0.000163 + 1.620396e-04 + 2.713091e-04 + 1.242692e-04 + 2.372962e-04 + 0.000184 + 1.569498e-04 - REG_REGION_NOT_LIVE_REGION - 1.541420e-04 - 1.823056e-05 - 1.352141e-04 - 0.000189 - 1.583505e-04 - 1.625910e-04 - 0.000167 - 1.586145e-04 - 1.335455e-04 - 1.503231e-04 - 1.631823e-04 - 1.233809e-04 + PREV_CODE_REJECT_REASON_VERIF + 1.580045e-04 + 5.089396e-05 + 1.468211e-04 + 1.279489e-04 + 1.829676e-04 + 0.000176 + 9.106417e-05 + 1.931773e-04 + 2.181194e-04 + 8.040560e-05 + 0.000243 + 1.207351e-04 - PREV_PRODUCT_COMBINATION_POS others without in... - 1.499922e-04 - 5.987900e-05 - 1.457721e-04 - 0.000105 - 8.411060e-05 - 8.368619e-05 - 0.000082 - 1.510525e-04 - 2.445170e-04 - 2.361692e-04 - 2.134297e-04 - 1.546489e-04 + PREV_NAME_GOODS_CATEGORY_Medical Supplies + 1.538664e-04 + 8.537764e-05 + 8.246280e-05 + 4.566730e-05 + 5.817219e-05 + 0.000278 + 1.991950e-04 + 2.013720e-04 + 2.798245e-04 + 1.095676e-04 + 0.000210 + 7.461296e-05 - PREV_CODE_REJECT_REASON_VERIF - 1.486828e-04 - 4.027536e-05 - 1.425086e-04 - 0.000134 - 1.644894e-04 - 1.595960e-04 - 0.000101 - 1.553377e-04 - 1.924948e-04 - 8.256086e-05 - 2.291635e-04 - 1.249079e-04 + PREV_PRODUCT_COMBINATION_POS others without in... + 1.532776e-04 + 7.023047e-05 + 1.291393e-04 + 1.093038e-04 + 6.293484e-05 + 0.000086 + 7.845810e-05 + 1.631858e-04 + 2.629908e-04 + 2.686166e-04 + 0.000208 + 1.642178e-04 - PREV_NAME_GOODS_CATEGORY_Medical Supplies - 1.481273e-04 - 7.487584e-05 - 8.486603e-05 - 0.000053 - 7.506524e-05 - 2.737131e-04 - 0.000189 - 1.826865e-04 - 2.295341e-04 - 9.984295e-05 - 2.176847e-04 - 7.586241e-05 + PREV_FLAG_LAST_APPL_PER_CONTRACT_N + 1.520479e-04 + 3.523426e-05 + 1.886928e-04 + 1.356372e-04 + 1.542401e-04 + 0.000148 + 1.587670e-04 + 1.372282e-04 + 2.354989e-04 + 1.405175e-04 + 0.000117 + 1.052009e-04 BUREAU_CREDIT_TYPE_Microloan - 1.472268e-04 - 4.962267e-05 - 8.010309e-05 - 0.000140 - 2.062571e-04 - 2.400827e-04 - 0.000125 - 1.004800e-04 - 1.624699e-04 - 1.233268e-04 - 1.945908e-04 - 9.992210e-05 + 1.482085e-04 + 5.703443e-05 + 7.594787e-05 + 1.380090e-04 + 2.164861e-04 + 0.000244 + 1.105843e-04 + 1.040508e-04 + 1.861550e-04 + 1.191679e-04 + 0.000205 + 8.200766e-05 + + + REG_REGION_NOT_LIVE_REGION + 1.383299e-04 + 2.693199e-05 + 1.214588e-04 + 1.879004e-04 + 1.462214e-04 + 0.000169 + 1.423660e-04 + 1.191490e-04 + 1.079195e-04 + 1.450876e-04 + 0.000150 + 9.373725e-05 PREV_CODE_REJECT_REASON_XNA - 1.374313e-04 - 3.935174e-05 - 1.474927e-04 - 0.000141 - 4.321038e-05 - 1.647451e-04 - 0.000127 - 1.516680e-04 - 9.896691e-05 - 1.471916e-04 - 1.969223e-04 - 1.556547e-04 + 1.318194e-04 + 3.850483e-05 + 1.563686e-04 + 1.445838e-04 + 3.931543e-05 + 0.000173 + 1.139005e-04 + 1.603834e-04 + 9.815211e-05 + 1.342739e-04 + 0.000170 + 1.275263e-04 FLAG_DOCUMENT_5 - 1.360007e-04 - 4.059355e-05 - 2.376427e-04 - 0.000136 - 1.377750e-04 - 9.169603e-05 - 0.000105 - 1.054737e-04 - 9.718878e-05 - 1.580829e-04 - 1.387799e-04 - 1.527316e-04 + 1.209753e-04 + 4.006803e-05 + 2.146922e-04 + 1.379994e-04 + 1.275773e-04 + 0.000083 + 8.730866e-05 + 1.000459e-04 + 6.782468e-05 + 1.357564e-04 + 0.000108 + 1.477000e-04 FLAG_DOCUMENT_16 - 1.347829e-04 - 2.981204e-05 - 1.111773e-04 - 0.000117 - 1.437799e-04 - 1.860109e-04 - 0.000105 - 9.952677e-05 - 1.355926e-04 - 1.458440e-04 - 1.166090e-04 - 1.871298e-04 - - - CREDIT_NAME_CONTRACT_STATUS_Signed - 1.105533e-04 - 4.096835e-05 - 1.583275e-04 - 0.000085 - 1.686690e-04 - 5.773811e-05 - 0.000158 - 7.906693e-05 - 7.828758e-05 - 1.411607e-04 - 6.162903e-05 - 1.175723e-04 + 1.157085e-04 + 2.843877e-05 + 9.509076e-05 + 1.021997e-04 + 1.465095e-04 + 0.000175 + 8.727369e-05 + 7.939882e-05 + 1.134703e-04 + 1.113301e-04 + 0.000104 + 1.434283e-04 PREV_NAME_GOODS_CATEGORY_Medicine - 1.099215e-04 - 4.130692e-05 - 5.392903e-05 - 0.000085 - 1.711808e-04 - 7.384484e-05 - 0.000084 - 8.263560e-05 - 1.654779e-04 - 1.508354e-04 - 1.477620e-04 - 8.440016e-05 - - - FLAG_DOCUMENT_18 - 1.052927e-04 - 3.742952e-05 - 1.156572e-04 - 0.000199 - 7.145074e-05 - 7.512510e-05 - 0.000064 - 8.227482e-05 - 1.318799e-04 - 1.112382e-04 - 9.321045e-05 - 1.096259e-04 + 1.133144e-04 + 4.991857e-05 + 5.067352e-05 + 7.936146e-05 + 2.199400e-04 + 0.000093 + 7.879564e-05 + 8.005932e-05 + 1.595520e-04 + 1.435046e-04 + 0.000151 + 7.732350e-05 PREV_NAME_GOODS_CATEGORY_Gardening - 1.051279e-04 - 1.719227e-05 - 8.230297e-05 - 0.000087 - 1.236035e-04 - 9.481272e-05 - 0.000135 - 1.095178e-04 - 8.260629e-05 - 1.051979e-04 - 1.161537e-04 - 1.154969e-04 + 1.102778e-04 + 2.465680e-05 + 7.152992e-05 + 9.118525e-05 + 1.077989e-04 + 0.000083 + 1.414443e-04 + 1.543465e-04 + 9.826490e-05 + 1.274359e-04 + 0.000108 + 1.198116e-04 - PREV_CHANNEL_TYPE_Channel of corporate sales - 1.035918e-04 - 2.488357e-05 - 1.013948e-04 - 0.000105 - 1.276167e-04 - 1.140522e-04 - 0.000115 - 1.298240e-04 - 8.470757e-05 - 5.559215e-05 - 1.329512e-04 - 6.966900e-05 + CREDIT_NAME_CONTRACT_STATUS_Signed + 1.072817e-04 + 4.374176e-05 + 1.665737e-04 + 7.763415e-05 + 1.601289e-04 + 0.000048 + 1.487403e-04 + 7.541736e-05 + 7.978962e-05 + 1.522977e-04 + 0.000054 + 1.108085e-04 BUREAU_CREDIT_CURRENCY_currency 2 - 1.005959e-04 - 7.312131e-05 - 2.063268e-04 - 0.000032 - 2.811178e-05 - 1.582808e-05 - 0.000046 - 1.954617e-04 - 5.074766e-05 - 1.444525e-04 - 1.939848e-04 - 9.275713e-05 + 1.070702e-04 + 8.375884e-05 + 2.237256e-04 + 2.625441e-05 + 2.648306e-05 + 0.000007 + 3.519175e-05 + 2.153198e-04 + 5.635288e-05 + 1.684083e-04 + 0.000208 + 1.042769e-04 - AMT_REQ_CREDIT_BUREAU_HOUR - 9.742130e-05 - 4.861236e-05 - 4.664797e-05 - 0.000056 - 1.792335e-04 - 1.435361e-04 - 0.000083 - 1.340874e-04 - 1.096597e-04 - 1.432979e-04 - 4.229919e-05 - 3.711753e-05 + PREV_NAME_GOODS_CATEGORY_Tourism + 1.015347e-04 + 5.705820e-05 + 1.379671e-04 + 4.447827e-05 + 1.016375e-04 + 0.000024 + 1.023056e-04 + 6.748252e-05 + 9.021550e-05 + 9.967650e-05 + 0.000103 + 2.451947e-04 AMT_REQ_CREDIT_BUREAU_DAY - 9.666052e-05 - 5.858083e-05 - 2.258526e-04 - 0.000053 - 6.768670e-05 - 1.792291e-04 - 0.000063 - 4.303059e-05 - 4.563262e-05 - 1.224042e-04 - 6.941155e-05 - 9.794723e-05 + 9.755828e-05 + 6.615170e-05 + 2.321136e-04 + 4.846166e-05 + 6.644319e-05 + 0.000216 + 5.425559e-05 + 5.105425e-05 + 4.766226e-05 + 1.127125e-04 + 0.000061 + 8.579414e-05 PREV_NAME_CASH_LOAN_PURPOSE_Buying a used car - 9.327314e-05 - 4.457901e-05 - 4.215235e-05 - 0.000097 - 1.270164e-04 - 5.874889e-05 - 0.000172 - 4.218541e-05 - 6.373665e-05 - 1.197590e-04 - 1.515975e-04 - 5.875614e-05 + 9.719727e-05 + 5.160578e-05 + 3.641731e-05 + 8.486715e-05 + 1.450131e-04 + 0.000067 + 2.141560e-04 + 5.180416e-05 + 8.015635e-05 + 1.051973e-04 + 0.000135 + 5.182834e-05 - PREV_NAME_GOODS_CATEGORY_Tourism - 9.254587e-05 - 4.709477e-05 - 1.279105e-04 - 0.000044 - 9.742391e-05 - 2.009010e-05 - 0.000099 - 6.032360e-05 - 7.822775e-05 - 8.445336e-05 - 1.150787e-04 - 1.992964e-04 + AMT_REQ_CREDIT_BUREAU_HOUR + 9.696829e-05 + 5.437402e-05 + 4.437337e-05 + 4.998956e-05 + 1.840103e-04 + 0.000156 + 8.733938e-05 + 1.393637e-04 + 8.758478e-05 + 1.549275e-04 + 0.000035 + 3.128892e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Building a house o... - 9.222160e-05 - 4.339420e-05 - 7.294483e-05 - 0.000065 - 6.875003e-05 - 5.077429e-05 + BUREAU_CREDIT_TYPE_Loan for business development + 9.234551e-05 + 5.784726e-05 + 8.589268e-05 + 9.300699e-05 + 4.438049e-05 + 0.000059 + 2.009348e-04 + 6.557038e-05 + 1.955815e-04 + 5.004293e-05 0.000106 - 1.331147e-04 - 7.000017e-05 - 1.033792e-04 - 5.292780e-05 - 1.990090e-04 + 2.261994e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Everyday expenses - 9.081832e-05 - 3.640594e-05 - 6.845329e-05 - 0.000099 - 1.093513e-04 - 4.762988e-05 - 0.000133 - 5.420773e-05 - 1.121251e-04 - 5.181091e-05 - 7.094495e-05 - 1.613755e-04 + PREV_CHANNEL_TYPE_Channel of corporate sales + 9.207383e-05 + 2.783136e-05 + 7.822032e-05 + 9.765017e-05 + 1.046233e-04 + 0.000093 + 1.190849e-04 + 1.338837e-04 + 7.857529e-05 + 4.168149e-05 + 0.000119 + 5.445676e-05 - BUREAU_CREDIT_TYPE_Loan for business development - 8.991534e-05 - 4.885111e-05 - 7.567653e-05 - 0.000090 - 4.340979e-05 - 6.621851e-05 - 0.000182 - 7.506626e-05 - 1.650642e-04 - 5.193371e-05 - 1.236509e-04 - 2.623783e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Everyday expenses + 9.201221e-05 + 3.853462e-05 + 8.276801e-05 + 9.451751e-05 + 8.499795e-05 + 0.000050 + 1.486623e-04 + 6.230469e-05 + 1.209398e-04 + 4.579434e-05 + 0.000066 + 1.641490e-04 PREV_NAME_GOODS_CATEGORY_Office Appliances - 8.922774e-05 - 2.673612e-05 - 9.539088e-05 - 0.000065 - 8.091988e-05 - 1.107860e-04 - 0.000127 - 1.008353e-04 - 5.894544e-05 - 6.969631e-05 - 5.280893e-05 - 1.316351e-04 + 8.913769e-05 + 2.860397e-05 + 9.799986e-05 + 7.022568e-05 + 8.397352e-05 + 0.000116 + 1.461757e-04 + 8.147825e-05 + 5.595059e-05 + 6.095469e-05 + 0.000059 + 1.193303e-04 - PREV_NAME_GOODS_CATEGORY_Other - 8.187892e-05 - 3.806478e-05 - 5.931710e-05 - 0.000075 - 1.368292e-04 - 8.489856e-05 - 0.000062 - 1.483275e-04 - 1.078318e-04 - 2.713375e-05 - 8.471186e-05 - 3.279638e-05 + FLAG_DOCUMENT_18 + 8.599664e-05 + 4.171243e-05 + 9.322017e-05 + 1.877166e-04 + 4.427664e-05 + 0.000076 + 2.939974e-05 + 5.745365e-05 + 1.158583e-04 + 8.881955e-05 + 0.000073 + 9.438151e-05 - FLAG_DOCUMENT_13 - 7.702818e-05 - 3.316778e-05 - 1.062769e-04 - 0.000130 - 5.001724e-05 - 1.278847e-04 - 0.000076 - 6.931987e-05 - 2.106676e-05 - 6.023884e-05 - 7.488373e-05 - 5.448287e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Building a house o... + 8.581359e-05 + 3.981016e-05 + 7.658949e-05 + 6.019909e-05 + 6.625746e-05 + 0.000053 + 9.744697e-05 + 1.256962e-04 + 5.660057e-05 + 9.235031e-05 + 0.000047 + 1.832814e-04 - PREV_NAME_TYPE_SUITE_Group of people - 7.460885e-05 - 3.671629e-05 - 2.237261e-05 - 0.000033 - 6.113951e-05 - 8.134179e-05 - 0.000126 - 1.504059e-04 - 7.107435e-05 - 5.749145e-05 - 6.475546e-05 - 7.916704e-05 + PREV_NAME_GOODS_CATEGORY_Other + 8.367458e-05 + 4.309480e-05 + 6.362480e-05 + 8.238471e-05 + 1.505209e-04 + 0.000074 + 4.765873e-05 + 1.505774e-04 + 1.280266e-04 + 2.836576e-05 + 0.000081 + 3.078361e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Medicine - 6.627461e-05 - 2.501170e-05 - 9.387565e-05 - 0.000072 - 8.210930e-05 - 7.346212e-05 - 0.000023 - 1.034148e-04 - 5.924946e-05 - 2.781132e-05 - 5.028219e-05 - 7.734536e-05 + PREV_NAME_TYPE_SUITE_Group of people + 7.318460e-05 + 3.876196e-05 + 1.907370e-05 + 3.213680e-05 + 5.245205e-05 + 0.000066 + 1.265902e-04 + 1.524526e-04 + 7.096276e-05 + 5.717192e-05 + 0.000062 + 9.330865e-05 - PREV_NAME_CLIENT_TYPE_XNA - 6.408740e-05 - 3.240218e-05 - 1.124727e-04 - 0.000008 - 1.050658e-04 - 9.662112e-05 - 0.000084 - 5.372560e-05 - 6.110076e-05 - 4.098136e-05 - 4.296774e-05 - 3.570498e-05 + FLAG_DOCUMENT_13 + 7.012677e-05 + 3.990049e-05 + 1.151658e-04 + 1.371418e-04 + 3.129240e-05 + 0.000129 + 6.386238e-05 + 4.680648e-05 + 1.679947e-05 + 4.993745e-05 + 0.000066 + 4.589385e-05 PREV_NAME_CASH_LOAN_PURPOSE_Payments on other ... - 6.393749e-05 - 4.293969e-05 - 4.968954e-05 - 0.000051 - 6.158537e-05 - 4.993949e-05 - 0.000037 - 4.310351e-05 - 6.881730e-05 - 5.819056e-05 - 1.887795e-04 - 3.168466e-05 + 6.909937e-05 + 5.589609e-05 + 6.439226e-05 + 4.180707e-05 + 7.380786e-05 + 0.000044 + 4.247269e-05 + 5.200447e-05 + 4.605663e-05 + 5.648795e-05 + 0.000234 + 3.630425e-05 + + + PREV_NAME_CLIENT_TYPE_XNA + 6.678307e-05 + 3.776224e-05 + 1.348566e-04 + 5.930937e-06 + 1.147236e-04 + 0.000091 + 7.103584e-05 + 4.067064e-05 + 8.276338e-05 + 5.431255e-05 + 0.000043 + 2.973415e-05 PREV_NAME_CASH_LOAN_PURPOSE_Education - 6.132343e-05 - 2.724820e-05 - 7.900338e-05 - 0.000022 - 6.408557e-05 - 1.255321e-05 - 0.000089 - 6.540795e-05 - 8.829969e-05 - 6.035561e-05 - 3.827609e-05 - 9.466674e-05 + 6.468227e-05 + 3.309077e-05 + 6.975386e-05 + 1.719141e-05 + 6.732347e-05 + 0.000015 + 1.158959e-04 + 6.925596e-05 + 8.209483e-05 + 6.668665e-05 + 0.000033 + 1.113596e-04 - PREV_NAME_CASH_LOAN_PURPOSE_Journey - 5.654469e-05 - 5.137378e-05 - 5.289484e-05 - 0.000035 - 2.076663e-04 - 2.448050e-05 - 0.000045 - 5.219003e-05 - 4.376976e-05 - 3.539426e-05 - 2.214742e-05 - 4.726611e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Medicine + 6.307134e-05 + 2.806793e-05 + 7.625606e-05 + 8.332332e-05 + 8.704161e-05 + 0.000069 + 1.432200e-05 + 1.037846e-04 + 4.495659e-05 + 2.068126e-05 + 0.000050 + 8.175700e-05 - FLAG_DOCUMENT_11 - 5.553435e-05 - 2.083536e-05 - 4.594672e-05 - 0.000076 - 9.805552e-05 - 5.533949e-05 - 0.000056 - 7.602094e-05 - 4.117997e-05 - 2.534644e-05 - 4.427710e-05 - 3.675149e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Journey + 5.959662e-05 + 5.918343e-05 + 6.495490e-05 + 3.622718e-05 + 2.331500e-04 + 0.000028 + 4.994929e-05 + 5.426916e-05 + 3.496436e-05 + 2.634911e-05 + 0.000024 + 4.380208e-05 FLAG_DOCUMENT_9 - 5.418208e-05 - 2.652771e-05 - 2.531314e-05 - 0.000058 - 1.250326e-04 - 4.392305e-05 - 0.000037 - 6.324210e-05 - 6.135246e-05 - 5.294742e-05 - 3.178360e-05 - 4.274504e-05 + 5.353756e-05 + 2.820147e-05 + 2.491858e-05 + 5.412635e-05 + 1.263740e-04 + 0.000042 + 3.241451e-05 + 7.503355e-05 + 5.464622e-05 + 5.362553e-05 + 0.000027 + 4.548659e-05 + + + FLAG_DOCUMENT_11 + 5.286503e-05 + 2.804011e-05 + 2.830498e-05 + 6.854369e-05 + 1.077807e-04 + 0.000062 + 5.407985e-05 + 9.092965e-05 + 3.854831e-05 + 2.125194e-05 + 0.000034 + 2.269622e-05 PREV_NAME_CASH_LOAN_PURPOSE_Purchase of electr... - 4.353354e-05 - 4.586062e-05 - 3.280414e-05 - 0.000027 - 6.701037e-05 - 7.137212e-06 - 0.000022 - 2.428182e-05 - 1.700759e-04 - 2.445493e-06 - 3.179719e-05 - 5.155681e-05 + 4.297004e-05 + 5.225046e-05 + 2.817230e-05 + 2.254276e-05 + 7.707894e-05 + 0.000008 + 2.174477e-05 + 1.425522e-05 + 1.880585e-04 + 1.384173e-06 + 0.000028 + 4.065360e-05 PREV_NAME_CASH_LOAN_PURPOSE_Furniture - 4.167074e-05 - 2.048039e-05 - 1.149238e-05 - 0.000021 - 7.317832e-05 - 6.315717e-05 - 0.000064 - 5.053543e-05 - 3.723871e-05 - 3.619813e-05 - 4.540029e-05 - 1.388477e-05 + 4.136775e-05 + 2.186441e-05 + 8.693820e-06 + 1.314849e-05 + 6.830821e-05 + 0.000060 + 7.024398e-05 + 5.494843e-05 + 3.144118e-05 + 4.241925e-05 + 0.000049 + 1.546423e-05 FLAG_DOCUMENT_14 - 3.874491e-05 - 2.332590e-05 - 7.094963e-05 - 0.000050 - 1.890786e-05 - 2.600200e-05 - 0.000034 - 1.440261e-05 - 1.665306e-05 - 2.948530e-05 - 8.910334e-05 - 3.754084e-05 - - - PREV_NAME_PAYMENT_TYPE_Cashless from the accou... - 3.734130e-05 - 2.528751e-05 - 4.753120e-05 - 0.000020 - 1.692890e-05 - 5.830830e-05 - 0.000027 - 9.630746e-05 - 1.559278e-05 - 5.117616e-05 - 7.984874e-06 - 3.253056e-05 + 3.727573e-05 + 2.496147e-05 + 7.661270e-05 + 5.526801e-05 + 1.397027e-05 + 0.000019 + 3.429962e-05 + 1.684838e-05 + 1.241555e-05 + 2.339077e-05 + 0.000085 + 3.583293e-05 BUREAU_CREDIT_TYPE_Another type of loan - 3.613876e-05 - 2.351645e-05 - 2.611252e-05 - 0.000014 - 6.591296e-05 - 1.300149e-05 - 0.000027 - 6.503411e-05 - 7.704928e-05 - 2.816256e-05 - 7.077673e-06 - 3.821003e-05 + 3.545686e-05 + 2.720965e-05 + 2.439112e-05 + 1.261073e-05 + 6.594979e-05 + 0.000007 + 2.025244e-05 + 7.070431e-05 + 8.428188e-05 + 3.092101e-05 + 0.000001 + 3.671532e-05 - FLAG_CONT_MOBILE - 3.398949e-05 - 1.543463e-05 - 1.219840e-05 - 0.000058 - 3.227408e-05 - 3.592084e-05 - 0.000011 - 3.289820e-05 - 2.282600e-05 - 4.911895e-05 - 3.003732e-05 - 5.491671e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Buying a new car + 3.457627e-05 + 2.394215e-05 + 1.934167e-05 + 5.405705e-05 + 8.988315e-05 + 0.000009 + 3.926948e-05 + 2.466093e-05 + 3.946633e-05 + 1.835670e-05 + 0.000046 + 5.185915e-06 - POS_NAME_CONTRACT_STATUS_Demand - 3.219012e-05 - 2.156573e-05 - 0.000000e+00 - 0.000048 - 4.398239e-05 - 6.317395e-05 - 0.000012 - 5.652311e-05 - 2.356165e-06 - 2.520716e-05 - 4.747457e-05 - 2.307079e-05 + PREV_NAME_PAYMENT_TYPE_Cashless from the accou... + 3.400554e-05 + 2.639660e-05 + 4.342367e-05 + 1.739383e-05 + 1.632329e-05 + 0.000054 + 1.654570e-05 + 9.882158e-05 + 1.119256e-05 + 4.627676e-05 + 0.000008 + 2.795114e-05 PREV_NAME_CONTRACT_TYPE_XNA - 3.108923e-05 - 2.185500e-05 - 4.196619e-05 - 0.000021 - 8.255024e-05 - 4.863878e-05 - 0.000010 - 1.172844e-05 - 3.407079e-05 - 2.525792e-05 - 3.955234e-06 - 3.190184e-05 + 3.248639e-05 + 2.623782e-05 + 4.261396e-05 + 2.110253e-05 + 9.527543e-05 + 0.000060 + 9.361726e-06 + 1.253898e-05 + 2.646387e-05 + 2.551452e-05 + 0.000002 + 2.980013e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Buying a new car - 3.100827e-05 - 2.021656e-05 - 1.563157e-05 - 0.000038 - 7.936616e-05 - 1.162643e-05 - 0.000033 - 2.943759e-05 - 3.181874e-05 - 1.621831e-05 - 4.792728e-05 - 6.955262e-06 + POS_NAME_CONTRACT_STATUS_Demand + 3.234944e-05 + 2.142141e-05 + 0.000000e+00 + 5.393989e-05 + 3.140221e-05 + 0.000055 + 1.333781e-05 + 6.407516e-05 + 0.000000e+00 + 3.106074e-05 + 0.000044 + 3.046989e-05 PREV_NAME_CASH_LOAN_PURPOSE_Car repairs - 3.087875e-05 - 3.046974e-05 - 2.156231e-05 + 3.184786e-05 + 3.438549e-05 + 1.863915e-05 + 1.524534e-05 + 8.863221e-06 0.000018 - 1.172354e-05 - 1.492055e-05 - 0.000034 - 1.183283e-04 - 1.154410e-05 - 1.167274e-05 - 3.506925e-05 - 3.155458e-05 + 2.518879e-05 + 1.313273e-04 + 2.349109e-05 + 7.959946e-06 + 0.000040 + 2.922970e-05 - FLAG_DOCUMENT_19 - 3.038297e-05 - 3.926667e-05 - 8.781434e-06 - 0.000041 - 2.683961e-06 - 8.888167e-06 - 0.000027 - 9.422401e-06 - 2.265418e-05 - 8.794156e-06 - 3.214601e-05 - 1.427644e-04 + BUREAU_CREDIT_TYPE_Loan for working capital re... + 3.146493e-05 + 2.791496e-05 + 6.494489e-07 + 3.436814e-05 + 9.860640e-05 + 0.000053 + 1.319713e-05 + 2.903675e-05 + 1.410286e-05 + 2.302669e-05 + 0.000001 + 4.699368e-05 - BUREAU_CREDIT_TYPE_Loan for working capital re... - 3.013571e-05 - 2.517916e-05 - 1.092684e-06 - 0.000036 - 8.268543e-05 - 5.032768e-05 - 0.000013 - 2.431208e-05 - 1.100764e-05 - 2.069351e-05 - 3.414634e-06 - 5.852010e-05 + FLAG_DOCUMENT_19 + 3.072085e-05 + 4.192504e-05 + 4.166965e-06 + 4.669451e-05 + 1.207154e-06 + 0.000009 + 1.974589e-05 + 1.116210e-05 + 1.656880e-05 + 1.019352e-05 + 0.000039 + 1.494332e-04 - FLAG_DOCUMENT_15 - 2.690101e-05 - 2.439529e-05 - 1.510048e-05 - 0.000040 - 8.199220e-06 - 4.944500e-06 - 0.000020 - 9.216932e-06 - 8.641096e-05 - 1.103129e-05 - 2.189655e-05 - 5.207237e-05 + FLAG_CONT_MOBILE + 2.972646e-05 + 1.509993e-05 + 1.093431e-05 + 5.099970e-05 + 3.811499e-05 + 0.000028 + 7.966673e-06 + 2.733020e-05 + 1.536507e-05 + 4.925284e-05 + 0.000023 + 4.669247e-05 - PREV_NAME_SELLER_INDUSTRY_MLM partners - 2.631844e-05 - 1.429230e-05 - 2.559043e-05 + FLAG_DOCUMENT_15 + 2.735404e-05 + 2.515411e-05 + 1.800795e-05 + 3.875280e-05 + 6.689166e-06 0.000008 - 1.701294e-05 - 3.895205e-05 - 0.000027 - 6.146265e-05 - 1.448838e-05 - 3.023506e-05 - 1.989367e-05 - 2.079457e-05 + 2.608093e-05 + 8.259578e-06 + 8.814102e-05 + 1.096595e-05 + 0.000013 + 5.535684e-05 PREV_NAME_CASH_LOAN_PURPOSE_Buying a home - 2.552305e-05 - 1.610784e-05 - 2.927520e-05 - 0.000037 - 2.026856e-05 - 6.685086e-06 - 0.000021 - 6.634551e-05 - 1.357250e-05 - 1.297093e-05 - 2.959225e-05 - 1.818736e-05 + 2.628538e-05 + 1.651967e-05 + 2.328045e-05 + 5.265809e-05 + 2.232216e-05 + 0.000007 + 1.560435e-05 + 6.145080e-05 + 1.572693e-05 + 1.491533e-05 + 0.000030 + 1.963003e-05 BUREAU_CREDIT_TYPE_Unknown type of loan - 2.333801e-05 - 1.962264e-05 - 5.849654e-06 - 0.000002 - 6.386738e-05 - 1.202431e-05 - 0.000027 - 4.392799e-05 - 4.060822e-06 - 8.330850e-06 - 2.596531e-05 - 4.015382e-05 + 2.500220e-05 + 1.964825e-05 + 1.088873e-05 + 2.174821e-06 + 5.217634e-05 + 0.000010 + 3.647296e-05 + 4.406841e-05 + 2.353599e-06 + 6.543747e-06 + 0.000034 + 5.222449e-05 PREV_NAME_SELLER_INDUSTRY_Tourism - 2.167409e-05 - 1.615647e-05 - 2.773965e-05 - 0.000018 - 9.237906e-06 - 1.121205e-06 - 0.000015 - 5.989020e-05 - 5.221431e-06 - 1.822969e-05 - 3.298805e-05 - 2.966121e-05 - - - PREV_NAME_PORTFOLIO_Cars - 1.966423e-05 - 1.178490e-05 - 1.829343e-05 + 2.285547e-05 + 1.574686e-05 + 2.665396e-05 + 1.532524e-05 + 1.171733e-05 0.000001 - 2.791982e-05 - 3.501141e-05 - 0.000010 - 3.867170e-05 - 2.121676e-05 - 6.389031e-06 - 1.176645e-05 - 2.632075e-05 + 2.497216e-05 + 5.155900e-05 + 1.730239e-06 + 1.839849e-05 + 0.000042 + 3.498915e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Wedding / gift / h... - 1.946038e-05 - 9.467448e-06 - 2.018706e-05 - 0.000011 - 1.703253e-05 - 2.916846e-05 - 0.000020 - 5.311342e-06 - 3.650567e-05 - 6.292483e-06 - 2.281442e-05 - 2.605706e-05 + PREV_NAME_SELLER_INDUSTRY_MLM partners + 2.263370e-05 + 1.316402e-05 + 1.562797e-05 + 9.839595e-06 + 1.736690e-05 + 0.000038 + 2.752955e-05 + 5.200945e-05 + 1.255479e-05 + 2.837827e-05 + 0.000015 + 9.404838e-06 - PREV_CHANNEL_TYPE_Car dealer - 1.933892e-05 - 1.061651e-05 - 2.024521e-05 - 0.000001 - 2.800347e-05 - 2.972045e-05 - 0.000007 - 2.885486e-05 - 2.350857e-05 - 5.214896e-06 - 1.731715e-05 - 3.196260e-05 + PREV_NAME_PORTFOLIO_Cars + 2.053161e-05 + 1.127091e-05 + 1.957876e-05 + 3.211887e-06 + 2.393712e-05 + 0.000026 + 8.784008e-06 + 3.658053e-05 + 2.805707e-05 + 4.355821e-06 + 0.000020 + 3.503098e-05 PREV_NAME_GOODS_CATEGORY_Additional Service - 1.755292e-05 - 3.703946e-05 - 5.508063e-05 - 0.000002 - 9.587594e-07 - 2.459573e-07 - 0.000117 - 0.000000e+00 - 3.163966e-07 + 1.929339e-05 + 4.185416e-05 + 5.168542e-05 + 3.679176e-06 + 1.358870e-06 + 0.000000 + 1.362105e-04 0.000000e+00 0.000000e+00 0.000000e+00 - - - PREV_NAME_GOODS_CATEGORY_Direct Sales - 1.647744e-05 - 1.477167e-05 - 1.213786e-05 - 0.000011 - 9.627576e-06 - 4.431799e-05 - 0.000001 - 2.787875e-05 - 4.030382e-05 - 1.062838e-05 + 0.000000 0.000000e+00 - 7.380244e-06 - PREV_NAME_GOODS_CATEGORY_Fitness - 1.647526e-05 - 2.640287e-05 - 1.986687e-06 - 0.000005 - 5.205137e-07 - 8.646683e-07 - 0.000036 - 8.974578e-05 - 3.082919e-06 - 1.176733e-05 - 9.169741e-06 - 6.491034e-06 + PREV_CHANNEL_TYPE_Car dealer + 1.901910e-05 + 1.065447e-05 + 2.157663e-05 + 6.103299e-07 + 2.147343e-05 + 0.000028 + 9.790037e-06 + 3.451684e-05 + 1.807610e-05 + 4.345210e-06 + 0.000020 + 3.145877e-05 - PREV_NAME_CASH_LOAN_PURPOSE_Buying a holiday h... - 1.612561e-05 - 1.538636e-05 - 9.225178e-06 - 0.000019 - 1.560927e-05 - 1.302800e-05 - 0.000058 - 2.864183e-06 - 8.630551e-06 - 5.739671e-06 - 4.432090e-06 - 2.490849e-05 + PREV_NAME_CASH_LOAN_PURPOSE_Wedding / gift / h... + 1.750927e-05 + 1.247206e-05 + 1.213662e-05 + 7.034310e-06 + 1.467137e-05 + 0.000026 + 2.069117e-05 + 6.184342e-06 + 4.949712e-05 + 4.534295e-06 + 0.000017 + 1.735708e-05 - PREV_CODE_REJECT_REASON_SYSTEM - 1.547012e-05 - 8.847596e-06 - 8.162316e-06 - 0.000011 - 1.391773e-05 - 2.867484e-05 + PREV_NAME_GOODS_CATEGORY_Fitness + 1.742428e-05 + 3.094220e-05 + 1.791058e-06 + 5.061807e-06 + 7.942129e-07 0.000000 - 2.613070e-05 - 1.826785e-05 - 6.341060e-06 - 1.721237e-05 - 2.480430e-05 + 3.390827e-05 + 1.058623e-04 + 1.403878e-06 + 1.060279e-05 + 0.000007 + 7.460798e-06 FLAG_DOCUMENT_20 - 1.465130e-05 - 1.744165e-05 - 9.675571e-07 - 0.000001 - 1.946572e-06 - 8.826567e-06 - 0.000009 + 1.624566e-05 + 2.049519e-05 + 0.000000e+00 + 8.325060e-07 + 2.055815e-06 + 0.000007 + 7.382705e-06 0.000000e+00 - 1.540075e-05 - 5.949989e-05 - 2.365558e-05 - 2.629721e-05 + 2.410533e-05 + 6.723066e-05 + 0.000018 + 3.618575e-05 + + + PREV_NAME_GOODS_CATEGORY_Direct Sales + 1.490701e-05 + 1.526275e-05 + 1.266909e-05 + 3.661479e-06 + 4.954500e-06 + 0.000044 + 5.864716e-07 + 3.338966e-05 + 3.464810e-05 + 8.038149e-06 + 0.000000 + 7.310768e-06 CREDIT_NAME_CONTRACT_STATUS_Sent proposal - 1.357220e-05 - 9.794925e-06 - 4.100678e-06 - 0.000009 - 3.548541e-05 - 6.868036e-06 - 0.000008 - 8.614951e-06 - 2.236407e-05 - 2.470731e-05 - 6.106791e-06 - 1.067142e-05 + 1.437963e-05 + 1.095671e-05 + 1.930396e-06 + 7.045081e-06 + 4.030380e-05 + 0.000006 + 9.014804e-06 + 7.290268e-06 + 2.370048e-05 + 2.302808e-05 + 0.000011 + 1.431036e-05 + + + PREV_NAME_CASH_LOAN_PURPOSE_Buying a holiday h... + 1.417983e-05 + 1.206462e-05 + 6.799638e-06 + 9.409002e-06 + 1.517530e-05 + 0.000020 + 4.644776e-05 + 3.066469e-06 + 1.097820e-05 + 6.068247e-06 + 0.000005 + 1.923480e-05 + + + PREV_CODE_REJECT_REASON_SYSTEM + 1.378631e-05 + 7.871865e-06 + 6.664295e-06 + 1.050008e-05 + 1.170684e-05 + 0.000023 + 7.376485e-07 + 2.308787e-05 + 1.468677e-05 + 4.746821e-06 + 0.000019 + 2.418393e-05 FLAG_DOCUMENT_17 - 1.245100e-05 - 1.585628e-05 + 1.314785e-05 + 1.900528e-05 0.000000e+00 - 0.000008 - 5.089165e-06 - 1.030781e-05 - 0.000022 - 2.351312e-05 + 1.339885e-05 + 2.337694e-06 + 0.000006 + 1.996460e-05 + 2.386613e-05 0.000000e+00 - 5.298889e-05 - 1.096630e-06 - 1.023698e-06 + 6.440289e-05 + 0.000000 + 1.348522e-06 PREV_NAME_CASH_LOAN_PURPOSE_Business development - 1.164357e-05 - 1.168933e-05 - 1.700028e-06 + 1.235615e-05 + 1.264045e-05 + 2.718716e-06 + 4.524653e-06 + 3.706363e-06 0.000005 - 3.602946e-06 - 5.196573e-06 - 0.000042 - 7.856685e-06 - 6.653253e-06 - 1.255058e-05 - 2.382407e-05 - 8.228573e-06 + 4.469457e-05 + 5.117217e-06 + 7.724626e-06 + 1.671888e-05 + 0.000025 + 8.557626e-06 - PREV_NAME_CASH_LOAN_PURPOSE_Gasification / wat... - 8.990443e-06 - 8.610848e-06 - 3.759238e-06 - 0.000009 - 2.406558e-06 - 3.100530e-05 - 0.000005 - 7.666655e-06 - 1.767765e-05 - 5.447321e-06 - 8.241150e-06 + PREV_NAME_GOODS_CATEGORY_Insurance + 9.141070e-06 + 1.934919e-05 + 1.089090e-05 0.000000e+00 - - - FLAG_DOCUMENT_7 - 8.426274e-06 - 1.700185e-05 - 2.768215e-07 - 0.000000 - 4.914268e-05 0.000000e+00 0.000000 - 2.062280e-07 + 4.237335e-06 + 6.626801e-05 0.000000e+00 - 2.061501e-07 + 5.826450e-06 + 0.000000 + 4.188001e-06 + + + PREV_NAME_CASH_LOAN_PURPOSE_Gasification / wat... + 8.222975e-06 + 9.704383e-06 + 2.119767e-06 + 8.226835e-06 + 5.009499e-06 + 0.000035 + 5.333798e-06 + 3.723904e-06 + 1.506567e-05 + 2.083523e-06 + 0.000006 0.000000e+00 - 3.443086e-05 - PREV_NAME_GOODS_CATEGORY_Insurance - 8.394398e-06 - 1.489154e-05 - 1.631240e-05 + FLAG_DOCUMENT_7 + 7.586830e-06 + 1.516950e-05 + 0.000000e+00 + 0.000000e+00 + 4.254046e-05 0.000000 0.000000e+00 - 1.983840e-06 - 0.000004 - 5.065434e-05 0.000000e+00 - 7.894879e-06 - 2.741430e-07 - 2.839042e-06 + 0.000000e+00 + 6.690155e-07 + 0.000000 + 3.265882e-05 BUREAU_CREDIT_CURRENCY_currency 3 - 5.541528e-06 - 8.481326e-06 - 1.808685e-06 - 0.000001 - 4.912451e-06 - 2.811587e-05 - 0.000014 - 0.000000e+00 + 5.557853e-06 + 1.057283e-05 + 1.011553e-06 0.000000e+00 - 1.929392e-06 - 3.270971e-06 - 3.300659e-07 - - - PREV_NAME_GOODS_CATEGORY_Education - 4.968316e-06 - 8.786517e-06 - 1.853715e-07 - 0.000013 + 2.650525e-06 + 0.000035 + 1.218287e-05 0.000000e+00 - 1.502005e-06 - 0.000002 - 9.391558e-07 0.000000e+00 + 8.192694e-07 + 0.000003 0.000000e+00 - 3.361770e-06 - 2.885617e-05 - FLAG_DOCUMENT_21 - 3.671197e-06 - 6.332440e-06 + PREV_NAME_GOODS_CATEGORY_Education + 5.362322e-06 + 1.122855e-05 0.000000e+00 - 0.000000 - 7.997786e-06 + 6.381191e-06 0.000000e+00 - 0.000006 - 1.526232e-06 - 2.089175e-05 - 4.353016e-07 + 0.000005 + 7.237920e-07 + 2.796508e-07 + 6.123922e-07 0.000000e+00 - 1.330428e-07 + 0.000003 + 3.845638e-05 BUREAU_CREDIT_ACTIVE_Bad debt - 2.967729e-06 - 8.516562e-06 + 3.218093e-06 + 9.654280e-06 + 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 - 8.978480e-07 0.000000 0.000000e+00 - 2.850457e-05 - 2.748667e-07 0.000000e+00 + 3.218093e-05 + 0.000000e+00 + 0.000000 0.000000e+00 - CREDIT_NAME_CONTRACT_STATUS_Refused - 2.894604e-06 - 7.242421e-06 + FLAG_DOCUMENT_21 + 2.950828e-06 + 5.349222e-06 + 0.000000e+00 0.000000e+00 + 3.358249e-06 0.000000 + 8.695788e-06 + 5.419001e-07 + 1.691235e-05 0.000000e+00 + 0.000000 0.000000e+00 - 0.000004 + + + PREV_NAME_CASH_LOAN_PURPOSE_Buying a garage + 2.209419e-06 + 2.962350e-06 + 2.004896e-06 + 4.143898e-06 + 9.331258e-06 + 0.000000 + 1.513580e-06 0.000000e+00 - 2.432427e-05 - 5.840918e-07 + 5.100554e-06 0.000000e+00 + 0.000000 0.000000e+00 POS_NAME_CONTRACT_STATUS_Amortized debt - 2.252037e-06 - 4.661347e-06 + 2.084044e-06 + 4.433058e-06 0.000000e+00 - 0.000000 0.000000e+00 - 8.575538e-06 - 0.000014 0.000000e+00 + 0.000007 + 1.379591e-05 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 - BUREAU_CREDIT_CURRENCY_currency 4 - 2.165452e-06 - 4.817078e-06 + CREDIT_NAME_CONTRACT_STATUS_Refused + 1.918790e-06 + 5.591297e-06 0.000000e+00 - 0.000016 0.000000e+00 0.000000e+00 0.000000 - 3.535337e-07 + 5.012092e-07 + 0.000000e+00 + 1.868669e-05 0.000000e+00 + 0.000000 0.000000e+00 - 4.112145e-07 - 4.947211e-06 - PREV_NAME_CASH_LOAN_PURPOSE_Buying a garage - 2.083339e-06 - 2.452063e-06 - 1.128800e-06 - 0.000004 - 7.237106e-06 + PREV_NAME_CASH_LOAN_PURPOSE_Refusal to name th... + 1.772336e-06 + 2.307101e-06 + 3.462442e-06 + 3.692141e-06 + 0.000000e+00 + 0.000000 0.000000e+00 - 0.000002 0.000000e+00 - 5.334254e-06 0.000000e+00 - 1.158899e-06 0.000000e+00 + 0.000007 + 4.025629e-06 - CREDIT_NAME_CONTRACT_STATUS_Demand - 1.671477e-06 - 3.388022e-06 + BUREAU_CREDIT_CURRENCY_currency 4 + 1.715555e-06 + 3.764049e-06 + 7.515078e-07 + 1.244471e-05 0.000000e+00 0.000000 0.000000e+00 0.000000e+00 - 0.000007 - 0.000000e+00 - 0.000000e+00 0.000000e+00 - 9.588955e-06 0.000000e+00 + 0.000000 + 3.959332e-06 - FLAG_DOCUMENT_4 - 1.626019e-06 - 2.019584e-06 - 5.516554e-06 - 0.000002 + BUREAU_CREDIT_TYPE_Real estate loan + 1.617276e-06 + 3.757519e-06 0.000000e+00 0.000000e+00 - 0.000000 - 4.977683e-06 0.000000e+00 - 1.133069e-06 + 0.000001 + 0.000000e+00 + 1.269042e-05 + 0.000000e+00 + 0.000000e+00 + 0.000002 0.000000e+00 - 2.291745e-06 - BUREAU_CREDIT_TYPE_Cash loan (non-earmarked) - 1.600161e-06 - 4.259286e-06 + CREDIT_NAME_CONTRACT_STATUS_Demand + 1.498730e-06 + 3.088450e-06 + 0.000000e+00 0.000000e+00 - 0.000014 0.000000e+00 - 1.485563e-06 0.000000 - 2.062280e-07 + 9.157622e-06 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000006 0.000000e+00 - PREV_NAME_CASH_LOAN_PURPOSE_Refusal to name th... - 1.499118e-06 - 1.972321e-06 - 5.647446e-06 - 0.000003 + BUREAU_CREDIT_TYPE_Cash loan (non-earmarked) + 1.478664e-06 + 3.756742e-06 0.000000e+00 + 1.257373e-05 + 0.000000e+00 + 0.000002 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000e+00 - 3.604221e-06 - 2.967178e-06 + 0.000000 + 0.000000e+00 PREV_NAME_GOODS_CATEGORY_Weapon - 1.394781e-06 - 2.828573e-06 - 2.076161e-07 - 0.000000 + 1.268239e-06 + 2.798572e-06 + 0.000000e+00 0.000000e+00 0.000000e+00 0.000000 - 6.115642e-07 0.000000e+00 - 4.028089e-06 + 6.446309e-07 0.000000e+00 - 9.100537e-06 + 2.737492e-06 + 0.000000 + 9.300264e-06 - BUREAU_CREDIT_TYPE_Real estate loan - 1.325465e-06 - 3.006911e-06 - 6.673376e-07 - 0.000000 + FLAG_DOCUMENT_10 + 8.803351e-07 + 2.641005e-06 + 0.000000e+00 + 0.000000e+00 0.000000e+00 - 1.211258e-06 0.000000 - 1.023577e-05 + 8.803351e-06 0.000000e+00 0.000000e+00 - 1.140291e-06 + 0.000000e+00 + 0.000000 0.000000e+00 - FLAG_DOCUMENT_10 - 1.239150e-06 - 3.717451e-06 + FLAG_DOCUMENT_4 + 7.842132e-07 + 1.312327e-06 + 7.307535e-07 + 2.142692e-06 0.000000e+00 0.000000 0.000000e+00 - 0.000000e+00 - 0.000012 - 0.000000e+00 - 0.000000e+00 - 0.000000e+00 + 4.202316e-06 0.000000e+00 0.000000e+00 + 0.000000 + 7.663708e-07 - FLAG_DOCUMENT_2 - 9.251245e-07 - 2.775373e-06 + PREV_NAME_CASH_LOAN_PURPOSE_Hobby + 7.743526e-07 + 1.556071e-06 0.000000e+00 - 0.000009 0.000000e+00 0.000000e+00 0.000000 0.000000e+00 0.000000e+00 + 3.533605e-06 0.000000e+00 - 0.000000e+00 - 0.000000e+00 + 0.000000 + 4.209921e-06 - PREV_NAME_CASH_LOAN_PURPOSE_Hobby - 8.394376e-07 - 2.108276e-06 + FLAG_DOCUMENT_2 + 6.102303e-07 + 1.830691e-06 + 0.000000e+00 + 6.102303e-06 0.000000e+00 0.000000 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 - 7.118489e-06 - 7.012225e-07 0.000000e+00 - 5.746646e-07 + 0.000000 + 0.000000e+00 PREV_NAME_CASH_LOAN_PURPOSE_Money for a third ... - 8.157384e-07 - 2.339147e-06 + 5.276874e-07 + 1.178680e-06 0.000000e+00 - 0.000000 - 7.826953e-06 0.000000e+00 + 3.812046e-06 0.000000 0.000000e+00 - 3.304310e-07 0.000000e+00 + 1.464829e-06 0.000000e+00 + 0.000000 0.000000e+00 - BUREAU_CREDIT_TYPE_Loan for the purchase of eq... - 5.719339e-07 - 1.418310e-06 - 9.846102e-07 - 0.000000 + BUREAU_CREDIT_TYPE_Loan for purchase of shares... + 4.522693e-07 + 1.356808e-06 0.000000e+00 0.000000e+00 + 4.522693e-06 0.000000 - 4.734729e-06 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 + 0.000000e+00 - BUREAU_CREDIT_TYPE_Loan for purchase of shares... - 2.047742e-07 - 6.143226e-07 + BUREAU_CREDIT_TYPE_Loan for the purchase of eq... + 1.998875e-07 + 4.446582e-07 + 1.434758e-06 0.000000e+00 - 0.000000 - 2.047742e-06 0.000000e+00 0.000000 0.000000e+00 + 5.641164e-07 0.000000e+00 0.000000e+00 - 0.000000e+00 + 0.000000 0.000000e+00 POS_NAME_CONTRACT_STATUS_Canceled - 4.832913e-08 - 1.449874e-07 0.000000e+00 - 0.000000 - 4.832913e-07 + 0.000000e+00 + 0.000000e+00 + 0.000000e+00 0.000000e+00 0.000000 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 @@ -4837,7 +4837,6 @@ 0.000000e+00 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000 @@ -4845,14 +4844,14 @@ 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 - PREV_NAME_GOODS_CATEGORY_House Construction + BUREAU_CREDIT_TYPE_Mobile operator loan 0.000000e+00 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000 @@ -4860,14 +4859,14 @@ 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 - BUREAU_CREDIT_TYPE_Interbank credit + PREV_NAME_GOODS_CATEGORY_Animals 0.000000e+00 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000 @@ -4875,14 +4874,14 @@ 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 - POS_NAME_CONTRACT_STATUS_XNA + PREV_NAME_GOODS_CATEGORY_House Construction 0.000000e+00 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000 @@ -4890,6 +4889,7 @@ 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 @@ -4897,7 +4897,6 @@ 0.000000e+00 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000 @@ -4905,6 +4904,7 @@ 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 @@ -4912,7 +4912,6 @@ 0.000000e+00 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000 @@ -4920,14 +4919,14 @@ 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 - BUREAU_CREDIT_TYPE_Mobile operator loan + POS_NAME_CONTRACT_STATUS_XNA 0.000000e+00 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000 @@ -4935,14 +4934,14 @@ 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00 - PREV_NAME_GOODS_CATEGORY_Animals + BUREAU_CREDIT_TYPE_Interbank credit 0.000000e+00 0.000000e+00 0.000000e+00 - 0.000000 0.000000e+00 0.000000e+00 0.000000 @@ -4950,6 +4949,7 @@ 0.000000e+00 0.000000e+00 0.000000e+00 + 0.000000 0.000000e+00