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[skip ci] Fix documentation builds
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@nnansters
nnansters committed Feb 13, 2024
1 parent 24c7139 commit d31cd26
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44 changes: 25 additions & 19 deletions docs/example_notebooks/Datasets - Multiclass.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -29,6 +29,7 @@
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>id</th>\n",
" <th>acq_channel</th>\n",
" <th>app_behavioral_score</th>\n",
" <th>requested_credit_limit</th>\n",
Expand All @@ -47,6 +48,7 @@
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>Partner3</td>\n",
" <td>1.808232</td>\n",
" <td>350</td>\n",
Expand All @@ -63,6 +65,7 @@
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>Partner2</td>\n",
" <td>4.382568</td>\n",
" <td>500</td>\n",
Expand All @@ -79,6 +82,7 @@
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>Partner2</td>\n",
" <td>-0.787575</td>\n",
" <td>400</td>\n",
Expand All @@ -95,6 +99,7 @@
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3</td>\n",
" <td>Partner3</td>\n",
" <td>-2.131770</td>\n",
" <td>300</td>\n",
Expand All @@ -111,6 +116,7 @@
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>Partner3</td>\n",
" <td>-1.362938</td>\n",
" <td>450</td>\n",
Expand All @@ -130,12 +136,12 @@
"</div>"
],
"text/plain": [
" acq_channel app_behavioral_score requested_credit_limit app_channel \\\n",
"0 Partner3 1.808232 350 web \n",
"1 Partner2 4.382568 500 mobile \n",
"2 Partner2 -0.787575 400 web \n",
"3 Partner3 -2.131770 300 mobile \n",
"4 Partner3 -1.362938 450 mobile \n",
" id acq_channel app_behavioral_score requested_credit_limit app_channel \\\n",
"0 0 Partner3 1.808232 350 web \n",
"1 1 Partner2 4.382568 500 mobile \n",
"2 2 Partner2 -0.787575 400 web \n",
"3 3 Partner3 -2.131770 300 mobile \n",
"4 4 Partner3 -1.362938 450 mobile \n",
"\n",
" credit_bureau_score stated_income is_customer timestamp \\\n",
"0 309 15000 True 2020-05-02 02:01:30 \n",
Expand Down Expand Up @@ -181,19 +187,19 @@
"name": "stdout",
"output_type": "stream",
"text": [
"+----+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| | acq_channel | app_behavioral_score | requested_credit_limit | app_channel | credit_bureau_score | stated_income | is_customer | timestamp | y_pred_proba_prepaid_card | y_pred_proba_highstreet_card | y_pred_proba_upmarket_card | y_pred | y_true |\n",
"+====+===============+========================+==========================+===============+=======================+=================+===============+=====================+=============================+================================+==============================+=================+===============+\n",
"| 0 | Partner3 | 1.80823 | 350 | web | 309 | 15000 | True | 2020-05-02 02:01:30 | 0.97 | 0.03 | 0 | prepaid_card | prepaid_card |\n",
"+----+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| 1 | Partner2 | 4.38257 | 500 | mobile | 418 | 23000 | True | 2020-05-02 02:03:33 | 0.87 | 0.13 | 0 | prepaid_card | prepaid_card |\n",
"+----+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| 2 | Partner2 | -0.787575 | 400 | web | 507 | 24000 | False | 2020-05-02 02:04:49 | 0.47 | 0.35 | 0.18 | prepaid_card | upmarket_card |\n",
"+----+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| 3 | Partner3 | -2.13177 | 300 | mobile | 324 | 38000 | False | 2020-05-02 02:07:59 | 0.26 | 0.5 | 0.24 | highstreet_card | upmarket_card |\n",
"+----+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| 4 | Partner3 | -1.36294 | 450 | mobile | 736 | 38000 | True | 2020-05-02 02:20:19 | 0.03 | 0.04 | 0.93 | upmarket_card | upmarket_card |\n",
"+----+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n"
"+----+------+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| | id | acq_channel | app_behavioral_score | requested_credit_limit | app_channel | credit_bureau_score | stated_income | is_customer | timestamp | y_pred_proba_prepaid_card | y_pred_proba_highstreet_card | y_pred_proba_upmarket_card | y_pred | y_true |\n",
"+====+======+===============+========================+==========================+===============+=======================+=================+===============+=====================+=============================+================================+==============================+=================+===============+\n",
"| 0 | 0 | Partner3 | 1.80823 | 350 | web | 309 | 15000 | True | 2020-05-02 02:01:30 | 0.97 | 0.03 | 0 | prepaid_card | prepaid_card |\n",
"+----+------+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| 1 | 1 | Partner2 | 4.38257 | 500 | mobile | 418 | 23000 | True | 2020-05-02 02:03:33 | 0.87 | 0.13 | 0 | prepaid_card | prepaid_card |\n",
"+----+------+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| 2 | 2 | Partner2 | -0.787575 | 400 | web | 507 | 24000 | False | 2020-05-02 02:04:49 | 0.47 | 0.35 | 0.18 | prepaid_card | upmarket_card |\n",
"+----+------+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| 3 | 3 | Partner3 | -2.13177 | 300 | mobile | 324 | 38000 | False | 2020-05-02 02:07:59 | 0.26 | 0.5 | 0.24 | highstreet_card | upmarket_card |\n",
"+----+------+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n",
"| 4 | 4 | Partner3 | -1.36294 | 450 | mobile | 736 | 38000 | True | 2020-05-02 02:20:19 | 0.03 | 0.04 | 0.93 | upmarket_card | upmarket_card |\n",
"+----+------+---------------+------------------------+--------------------------+---------------+-----------------------+-----------------+---------------+---------------------+-----------------------------+--------------------------------+------------------------------+-----------------+---------------+\n"
]
}
],
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