-
Notifications
You must be signed in to change notification settings - Fork 21
/
optimizationResults.txt
310 lines (310 loc) · 34.3 KB
/
optimizationResults.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
Parameters used in run:
testingRunTime: 7900 Note: testingRunTime parameter passing not currently working
['minRand', 0.01, 0.5]
['maxRand', 0.51, 1.0]
['posReinfVal', 0.0, 10.0]
['negReinfVal', 0.0, 10.0]
['trainingRunTime', 33000, 67000]
TestTime: 56.679 s minWeightsRand 0.280144236851 maxWeightsRand 0.862539795195 positiveWeightReinforcement 2.8613933495 negativeWeightReinforcement 2.26851453564
PrecisionPerc 0.4871794871794871794871794872 38/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9654832347140039447731755424 TP: 38 FP: 41 TN: 1920 FN: 30
TestTime: 36.606 s minWeightsRand 0.234538180043 maxWeightsRand 0.698505892492 positiveWeightReinforcement 7.45471484886 negativeWeightReinforcement 5.72313536631
PrecisionPerc 0.4102564102564102564102564103 32/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9644970414201183431952662722 TP: 32 FP: 43 TN: 1924 FN: 45
TestTime: 50.228 s minWeightsRand 0.0749507383281 maxWeightsRand 0.574231723358 positiveWeightReinforcement 0.575306951681 negativeWeightReinforcement 6.27579985791
PrecisionPerc 0.7179487179487179487179487179 56/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9758382642998027613412228797 TP: 56 FP: 20 TN: 1923 FN: 18
TestTime: 36.575 s minWeightsRand 0.0665844957088 maxWeightsRand 0.876386533678 positiveWeightReinforcement 1.28144072034 negativeWeightReinforcement 0.874063084595
PrecisionPerc 0.5384615384615384615384615385 42/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9689349112426035502958579882 TP: 42 FP: 34 TN: 1923 FN: 31
TestTime: 50.81 s minWeightsRand 0.388667417497 maxWeightsRand 0.780552950566 positiveWeightReinforcement 0.3996297415 negativeWeightReinforcement 1.859653122
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9689349112426035502958579882 TP: 43 FP: 34 TN: 1922 FN: 31
TestTime: 62.465 s minWeightsRand 0.0303807874364 maxWeightsRand 0.627072923998 positiveWeightReinforcement 2.63144849597 negativeWeightReinforcement 1.31408478173
PrecisionPerc 0.5769230769230769230769230769 45/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 45 FP: 31 TN: 1923 FN: 29
TestTime: 52.398 s minWeightsRand 0.0515796250301 maxWeightsRand 0.987090632376 positiveWeightReinforcement 2.68259775814 negativeWeightReinforcement 6.05295237626
PrecisionPerc 0.6025641025641025641025641026 47/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9718934911242603550295857988 TP: 47 FP: 28 TN: 1924 FN: 27
TestTime: 37.815 s minWeightsRand 0.0716475951191 maxWeightsRand 0.75200246444 positiveWeightReinforcement 3.11544361128 negativeWeightReinforcement 5.54792291564
PrecisionPerc 0.5769230769230769230769230769 45/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9714003944773175542406311637 TP: 45 FP: 29 TN: 1925 FN: 28
TestTime: 55.105 s minWeightsRand 0.324235117492 maxWeightsRand 0.848350906659 positiveWeightReinforcement 9.4810916584 negativeWeightReinforcement 3.88028886784
PrecisionPerc 0.5128205128205128205128205128 40/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9684418145956607495069033531 TP: 40 FP: 35 TN: 1924 FN: 27
TestTime: 59.55 s minWeightsRand 0.393024567937 maxWeightsRand 0.902782587938 positiveWeightReinforcement 3.81144541819 negativeWeightReinforcement 8.28637641707
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9689349112426035502958579882 TP: 43 FP: 34 TN: 1922 FN: 32
TestTime: 47.263 s minWeightsRand 0.0796993222901 maxWeightsRand 0.725241385758 positiveWeightReinforcement 1.29660859285 negativeWeightReinforcement 1.09556123114
PrecisionPerc 0.4743589743589743589743589744 37/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9659763313609467455621301775 TP: 37 FP: 40 TN: 1922 FN: 36
TestTime: 60.587 s minWeightsRand 0.442130415407 maxWeightsRand 0.835886626048 positiveWeightReinforcement 4.47764244847 negativeWeightReinforcement 6.2774565606
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9694280078895463510848126233 TP: 43 FP: 33 TN: 1923 FN: 30
TestTime: 55.485 s minWeightsRand 0.432861333561 maxWeightsRand 0.893244807672 positiveWeightReinforcement 3.27694700301 negativeWeightReinforcement 1.95398175613
PrecisionPerc 0.5769230769230769230769230769 45/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9714003944773175542406311637 TP: 45 FP: 29 TN: 1925 FN: 26
TestTime: 38.209 s minWeightsRand 0.0846853092493 maxWeightsRand 0.628614951816 positiveWeightReinforcement 1.48167828464 negativeWeightReinforcement 2.1346188423
PrecisionPerc 0.5384615384615384615384615385 42/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9699211045364891518737672584 TP: 42 FP: 32 TN: 1925 FN: 27
TestTime: 65.09 s minWeightsRand 0.352995272828 maxWeightsRand 0.754804168977 positiveWeightReinforcement 0.885440281635 negativeWeightReinforcement 6.95370967591
PrecisionPerc 0.6923076923076923076923076923 54/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9753451676528599605522682446 TP: 54 FP: 21 TN: 1924 FN: 18
TestTime: 58.477 s minWeightsRand 0.476596835391 maxWeightsRand 0.921649404276 positiveWeightReinforcement 7.05230111514 negativeWeightReinforcement 3.24027527744
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 44 FP: 31 TN: 1924 FN: 25
TestTime: 49.692 s minWeightsRand 0.479891006286 maxWeightsRand 0.587504753575 positiveWeightReinforcement 7.53244840801 negativeWeightReinforcement 9.342233419
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9694280078895463510848126233 TP: 43 FP: 33 TN: 1923 FN: 31
TestTime: 58.428 s minWeightsRand 0.155316021331 maxWeightsRand 0.510964566161 positiveWeightReinforcement 1.08732319901 negativeWeightReinforcement 0.00984776413705
PrecisionPerc 0.1282051282051282051282051282 10/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9536489151873767258382642998 TP: 10 FP: 65 TN: 1924 FN: 65
TestTime: 64.191 s minWeightsRand 0.216479232511 maxWeightsRand 0.859961538399 positiveWeightReinforcement 5.22394897636 negativeWeightReinforcement 0.430330819722
PrecisionPerc 0.3717948717948717948717948718 29/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9635108481262327416173570020 TP: 29 FP: 45 TN: 1925 FN: 45
TestTime: 63.67 s minWeightsRand 0.417910992258 maxWeightsRand 0.607943251764 positiveWeightReinforcement 5.57807535786 negativeWeightReinforcement 6.55984705506
PrecisionPerc 0.5256410256410256410256410256 41/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9694280078895463510848126233 TP: 41 FP: 33 TN: 1925 FN: 34
TestTime: 43.884 s minWeightsRand 0.341694915973 maxWeightsRand 0.518032021457 positiveWeightReinforcement 0.0147145165762 negativeWeightReinforcement 7.70707578787
PrecisionPerc 0.4102564102564102564102564103 32/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9649901380670611439842209073 TP: 32 FP: 42 TN: 1925 FN: 40
TestTime: 43.01 s minWeightsRand 0.154796323829 maxWeightsRand 0.559154363167 positiveWeightReinforcement 0.00214172182106 negativeWeightReinforcement 4.51672773526
PrecisionPerc 0.5 39/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 39 FP: 38 TN: 1922 FN: 35
TestTime: 33.055 s minWeightsRand 0.16467489015 maxWeightsRand 0.672642249462 positiveWeightReinforcement 2.0308495653 negativeWeightReinforcement 7.3357232531
PrecisionPerc 0.4871794871794871794871794872 38/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 38 FP: 38 TN: 1923 FN: 37
TestTime: 65.869 s minWeightsRand 0.292527642986 maxWeightsRand 0.784388574254 positiveWeightReinforcement 0.555011002247 negativeWeightReinforcement 9.56623144825
PrecisionPerc 0.6282051282051282051282051282 49/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9733727810650887573964497041 TP: 49 FP: 25 TN: 1925 FN: 25
TestTime: 45.761 s minWeightsRand 0.343829806065 maxWeightsRand 0.970969684539 positiveWeightReinforcement 9.2240634575 negativeWeightReinforcement 8.9282231917
PrecisionPerc 0.5 39/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 39 FP: 38 TN: 1922 FN: 34
TestTime: 40.596 s minWeightsRand 0.202324079706 maxWeightsRand 0.5390509961 positiveWeightReinforcement 2.00908060922 negativeWeightReinforcement 6.9009376011
PrecisionPerc 0.5769230769230769230769230769 45/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9709072978303747534516765286 TP: 45 FP: 30 TN: 1924 FN: 30
TestTime: 66.266 s minWeightsRand 0.263686868324 maxWeightsRand 0.664065015773 positiveWeightReinforcement 5.92055984573 negativeWeightReinforcement 4.96956243674
PrecisionPerc 0.4102564102564102564102564103 32/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9640039447731755424063116371 TP: 32 FP: 44 TN: 1923 FN: 42
TestTime: 52.549 s minWeightsRand 0.118774223839 maxWeightsRand 0.807008886375 positiveWeightReinforcement 4.40889552182 negativeWeightReinforcement 8.35296592769
PrecisionPerc 0.3974358974358974358974358974 31/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9635108481262327416173570020 TP: 31 FP: 45 TN: 1923 FN: 45
TestTime: 47.006 s minWeightsRand 0.296383357936 maxWeightsRand 0.713596905457 positiveWeightReinforcement 2.08203226795 negativeWeightReinforcement 9.96214701779
PrecisionPerc 0.6666666666666666666666666667 52/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9748520710059171597633136095 TP: 52 FP: 22 TN: 1925 FN: 23
TestTime: 34.364 s minWeightsRand 0.0173668243789 maxWeightsRand 0.665362276304 positiveWeightReinforcement 0.755192671778 negativeWeightReinforcement 3.20535425237
PrecisionPerc 0.4102564102564102564102564103 32/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9640039447731755424063116371 TP: 32 FP: 44 TN: 1923 FN: 42
TestTime: 56.486 s minWeightsRand 0.243775059351 maxWeightsRand 0.559760965727 positiveWeightReinforcement 6.33913197872 negativeWeightReinforcement 5.10628305867
PrecisionPerc 0.5 39/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9684418145956607495069033531 TP: 39 FP: 35 TN: 1925 FN: 35
TestTime: 53.861 s minWeightsRand 0.20403618461 maxWeightsRand 0.756526497927 positiveWeightReinforcement 3.61027022316 negativeWeightReinforcement 7.51276247829
PrecisionPerc 0.6410256410256410256410256410 50/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9733727810650887573964497041 TP: 50 FP: 25 TN: 1924 FN: 22
TestTime: 61.372 s minWeightsRand 0.370598037025 maxWeightsRand 0.939539525117 positiveWeightReinforcement 1.74937360962 negativeWeightReinforcement 4.02927048364
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9709072978303747534516765286 TP: 44 FP: 30 TN: 1925 FN: 33
TestTime: 49.236 s minWeightsRand 0.497749124931 maxWeightsRand 0.813187376404 positiveWeightReinforcement 8.4992535311 negativeWeightReinforcement 5.47536196632
PrecisionPerc 0.4871794871794871794871794872 38/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 38 FP: 38 TN: 1923 FN: 33
TestTime: 66.76 s minWeightsRand 0.312443546477 maxWeightsRand 0.688005194729 positiveWeightReinforcement 0.1225453063 negativeWeightReinforcement 8.19658374457
PrecisionPerc 0.6025641025641025641025641026 47/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9714003944773175542406311637 TP: 47 FP: 29 TN: 1923 FN: 25
TestTime: 42.27 s minWeightsRand 0.10839002688 maxWeightsRand 0.628308340221 positiveWeightReinforcement 2.73945096193 negativeWeightReinforcement 6.89311590839
PrecisionPerc 0.5384615384615384615384615385 42/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9694280078895463510848126233 TP: 42 FP: 33 TN: 1924 FN: 31
TestTime: 40.416 s minWeightsRand 0.274106441542 maxWeightsRand 0.736025497971 positiveWeightReinforcement 4.25818907436 negativeWeightReinforcement 6.18146727703
PrecisionPerc 0.4230769230769230769230769231 33/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9654832347140039447731755424 TP: 33 FP: 41 TN: 1925 FN: 40
TestTime: 51.022 s minWeightsRand 0.0382088543952 maxWeightsRand 0.782180143107 positiveWeightReinforcement 0.766976841113 negativeWeightReinforcement 8.83728566181
PrecisionPerc 0.7179487179487179487179487179 56/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9763313609467455621301775148 TP: 56 FP: 19 TN: 1924 FN: 18
TestTime: 51.448 s minWeightsRand 0.0344132623509 maxWeightsRand 0.78159016827 positiveWeightReinforcement 2.43607516568 negativeWeightReinforcement 8.7565227519
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 43 FP: 31 TN: 1925 FN: 29
TestTime: 48.326 s minWeightsRand 0.0456113379569 maxWeightsRand 0.838067966753 positiveWeightReinforcement 3.81632580535 negativeWeightReinforcement 2.81845767592
PrecisionPerc 0.5 39/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9684418145956607495069033531 TP: 39 FP: 35 TN: 1925 FN: 38
TestTime: 45. s minWeightsRand 0.117271249092 maxWeightsRand 0.700246004408 positiveWeightReinforcement 0.614958929533 negativeWeightReinforcement 9.7606992182
PrecisionPerc 0.5384615384615384615384615385 42/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9699211045364891518737672584 TP: 42 FP: 32 TN: 1925 FN: 35
TestTime: 53.736 s minWeightsRand 0.0180439738892 maxWeightsRand 0.874476863854 positiveWeightReinforcement 4.93753066503 negativeWeightReinforcement 7.91042636274
PrecisionPerc 0.4230769230769230769230769231 33/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9640039447731755424063116371 TP: 33 FP: 44 TN: 1922 FN: 42
TestTime: 51.692 s minWeightsRand 0.18182781377 maxWeightsRand 0.646772682586 positiveWeightReinforcement 1.46602579418 negativeWeightReinforcement 9.05259239652
PrecisionPerc 0.5384615384615384615384615385 42/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9684418145956607495069033531 TP: 42 FP: 35 TN: 1922 FN: 31
TestTime: 57.547 s minWeightsRand 0.0962392641906 maxWeightsRand 0.589788637855 positiveWeightReinforcement 2.89881343261 negativeWeightReinforcement 5.89794240528
PrecisionPerc 0.6025641025641025641025641026 47/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9709072978303747534516765286 TP: 47 FP: 30 TN: 1922 FN: 27
TestTime: 47.212 s minWeightsRand 0.0522546002313 maxWeightsRand 0.814396977559 positiveWeightReinforcement 2.38475039795 negativeWeightReinforcement 4.39234612339
PrecisionPerc 0.5 39/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 39 FP: 38 TN: 1922 FN: 33
TestTime: 50.43 s minWeightsRand 0.140849634281 maxWeightsRand 0.74691826501 positiveWeightReinforcement 9.99167784876 negativeWeightReinforcement 8.56416767376
PrecisionPerc 0.5 39/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9684418145956607495069033531 TP: 39 FP: 35 TN: 1925 FN: 34
TestTime: 55.01 s minWeightsRand 0.0713153990429 maxWeightsRand 0.954622634886 positiveWeightReinforcement 1.15519438006 negativeWeightReinforcement 5.44255755318
PrecisionPerc 0.7435897435897435897435897436 58/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9778106508875739644970414201 TP: 58 FP: 16 TN: 1925 FN: 15
TestTime: 54.62 s minWeightsRand 0.0688009595148 maxWeightsRand 0.949621757882 positiveWeightReinforcement 6.90907817041 negativeWeightReinforcement 2.84641598176
PrecisionPerc 0.4230769230769230769230769231 33/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9644970414201183431952662722 TP: 33 FP: 43 TN: 1923 FN: 40
TestTime: 60.063 s minWeightsRand 0.138323604356 maxWeightsRand 0.999547386454 positiveWeightReinforcement 3.33354913855 negativeWeightReinforcement 5.44419209869
PrecisionPerc 0.5256410256410256410256410256 41/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9679487179487179487179487179 TP: 41 FP: 36 TN: 1922 FN: 32
TestTime: 55.627 s minWeightsRand 0.0119367815678 maxWeightsRand 0.909036136518 positiveWeightReinforcement 0.252915746238 negativeWeightReinforcement 3.84218359456
PrecisionPerc 0.5128205128205128205128205128 40/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9684418145956607495069033531 TP: 40 FP: 35 TN: 1924 FN: 34
TestTime: 52.681 s minWeightsRand 0.183812174239 maxWeightsRand 0.886732882404 positiveWeightReinforcement 1.17311517684 negativeWeightReinforcement 1.62117916573
PrecisionPerc 0.5384615384615384615384615385 42/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9689349112426035502958579882 TP: 42 FP: 34 TN: 1923 FN: 28
TestTime: 61.994 s minWeightsRand 0.082597774177 maxWeightsRand 0.969200629608 positiveWeightReinforcement 4.96064351072 negativeWeightReinforcement 4.91737740929
PrecisionPerc 0.5256410256410256410256410256 41/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9694280078895463510848126233 TP: 41 FP: 33 TN: 1925 FN: 32
TestTime: 63.33 s minWeightsRand 0.236243420163 maxWeightsRand 0.528129914848 positiveWeightReinforcement 4.06144580726 negativeWeightReinforcement 6.5190135369
PrecisionPerc 0.5769230769230769230769230769 45/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 45 FP: 31 TN: 1923 FN: 29
TestTime: 57.787 s minWeightsRand 0.0568270872955 maxWeightsRand 0.604873864774 positiveWeightReinforcement 8.27037913469 negativeWeightReinforcement 3.59393981626
PrecisionPerc 0.4615384615384615384615384615 36/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9659763313609467455621301775 TP: 36 FP: 40 TN: 1923 FN: 30
TestTime: 48.614 s minWeightsRand 0.100618829378 maxWeightsRand 0.548414644925 positiveWeightReinforcement 3.14150163193 negativeWeightReinforcement 4.55590809005
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9709072978303747534516765286 TP: 44 FP: 30 TN: 1925 FN: 33
TestTime: 59.136 s minWeightsRand 0.135876986969 maxWeightsRand 0.576701156017 positiveWeightReinforcement 0.319675108684 negativeWeightReinforcement 7.15969382718
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9689349112426035502958579882 TP: 44 FP: 34 TN: 1921 FN: 28
TestTime: 40.188 s minWeightsRand 0.219973377879 maxWeightsRand 0.645097001363 positiveWeightReinforcement 1.13192663249 negativeWeightReinforcement 5.82236585716
PrecisionPerc 0.5769230769230769230769230769 45/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9714003944773175542406311637 TP: 45 FP: 29 TN: 1925 FN: 31
TestTime: 35.435 s minWeightsRand 0.163337813693 maxWeightsRand 0.855613034791 positiveWeightReinforcement 1.65446866386 negativeWeightReinforcement 2.32542647058
PrecisionPerc 0.5384615384615384615384615385 42/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9699211045364891518737672584 TP: 42 FP: 32 TN: 1925 FN: 31
TestTime: 56.44 s minWeightsRand 0.0347695057675 maxWeightsRand 0.921026731423 positiveWeightReinforcement 0.924150440716 negativeWeightReinforcement 0.510899511362
PrecisionPerc 0.6025641025641025641025641026 47/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9718934911242603550295857988 TP: 47 FP: 28 TN: 1924 FN: 29
TestTime: 45.766 s minWeightsRand 0.0104287796326 maxWeightsRand 0.99310872018 positiveWeightReinforcement 4.67986859824 negativeWeightReinforcement 9.31750313867
PrecisionPerc 0.7435897435897435897435897436 58/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9778106508875739644970414201 TP: 58 FP: 16 TN: 1925 FN: 18
TestTime: 38.777 s minWeightsRand 0.0893020076497 maxWeightsRand 0.995954722799 positiveWeightReinforcement 6.25097328468 negativeWeightReinforcement 9.31386474563
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9684418145956607495069033531 TP: 43 FP: 35 TN: 1921 FN: 29
TestTime: 44.058 s minWeightsRand 0.0647558904421 maxWeightsRand 0.971839251449 positiveWeightReinforcement 7.95089221438 negativeWeightReinforcement 9.98568334438
PrecisionPerc 0.6025641025641025641025641026 47/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9718934911242603550295857988 TP: 47 FP: 28 TN: 1924 FN: 26
TestTime: 41.64 s minWeightsRand 0.416735165819 maxWeightsRand 0.952623438219 positiveWeightReinforcement 6.68263583502 negativeWeightReinforcement 1.29174507174
PrecisionPerc 0.4743589743589743589743589744 37/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 37 FP: 38 TN: 1924 FN: 34
TestTime: 46.402 s minWeightsRand 0.014733343898 maxWeightsRand 0.982365242099 positiveWeightReinforcement 4.67997895131 negativeWeightReinforcement 7.97621368508
PrecisionPerc 0.6282051282051282051282051282 49/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9733727810650887573964497041 TP: 49 FP: 25 TN: 1925 FN: 26
TestTime: 37.511 s minWeightsRand 0.122933833169 maxWeightsRand 0.930928503618 positiveWeightReinforcement 5.77236873091 negativeWeightReinforcement 2.61422392968
PrecisionPerc 0.4358974358974358974358974359 34/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9644970414201183431952662722 TP: 34 FP: 43 TN: 1922 FN: 36
TestTime: 49.712 s minWeightsRand 0.0704105954859 maxWeightsRand 0.906790214459 positiveWeightReinforcement 2.24201357129 negativeWeightReinforcement 6.57078833716
PrecisionPerc 0.7564102564102564102564102564 59/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9778106508875739644970414201 TP: 59 FP: 16 TN: 1924 FN: 18
TestTime: 44.838 s minWeightsRand 0.0755957588278 maxWeightsRand 0.90423775309 positiveWeightReinforcement 5.45163478655 negativeWeightReinforcement 6.5530084288
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9699211045364891518737672584 TP: 43 FP: 32 TN: 1924 FN: 30
TestTime: 48.322 s minWeightsRand 0.180565483972 maxWeightsRand 0.877893856098 positiveWeightReinforcement 3.67134295564 negativeWeightReinforcement 7.42413254688
PrecisionPerc 0.5897435897435897435897435897 46/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9718934911242603550295857988 TP: 46 FP: 28 TN: 1925 FN: 28
TestTime: 49.727 s minWeightsRand 0.0508368987057 maxWeightsRand 0.918457781152 positiveWeightReinforcement 2.3542339268 negativeWeightReinforcement 5.22929611962
PrecisionPerc 0.6153846153846153846153846154 48/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9723865877712031558185404339 TP: 48 FP: 27 TN: 1924 FN: 29
TestTime: 53.506 s minWeightsRand 0.0252489830176 maxWeightsRand 0.950200946172 positiveWeightReinforcement 3.40306143316 negativeWeightReinforcement 4.69595056959
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 44 FP: 31 TN: 1924 FN: 30
TestTime: 43.104 s minWeightsRand 0.106217333628 maxWeightsRand 0.983802630263 positiveWeightReinforcement 1.90429871163 negativeWeightReinforcement 4.27919403254
PrecisionPerc 0.6410256410256410256410256410 50/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9738658777120315581854043393 TP: 50 FP: 24 TN: 1925 FN: 22
TestTime: 45.495 s minWeightsRand 0.153591033214 maxWeightsRand 0.836448286145 positiveWeightReinforcement 4.06563684295 negativeWeightReinforcement 6.13687998061
PrecisionPerc 0.6410256410256410256410256410 50/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9738658777120315581854043393 TP: 50 FP: 24 TN: 1925 FN: 23
TestTime: 39.211 s minWeightsRand 0.197322540908 maxWeightsRand 0.800989355747 positiveWeightReinforcement 2.94561211365 negativeWeightReinforcement 3.47291610032
PrecisionPerc 0.4871794871794871794871794872 38/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9674556213017751479289940828 TP: 38 FP: 37 TN: 1924 FN: 31
TestTime: 52.242 s minWeightsRand 0.25830505138 maxWeightsRand 0.866189635477 positiveWeightReinforcement 4.7503895359 negativeWeightReinforcement 7.67173415808
PrecisionPerc 0.4743589743589743589743589744 37/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 37 FP: 38 TN: 1924 FN: 39
TestTime: 54.625 s minWeightsRand 0.219857308622 maxWeightsRand 0.894758071723 positiveWeightReinforcement 1.44436404978 negativeWeightReinforcement 6.99290002718
PrecisionPerc 0.6410256410256410256410256410 50/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9738658777120315581854043393 TP: 50 FP: 24 TN: 1925 FN: 24
TestTime: 47.681 s minWeightsRand 0.126298994761 maxWeightsRand 0.935075269724 positiveWeightReinforcement 2.29145871907 negativeWeightReinforcement 6.73228390352
PrecisionPerc 0.6923076923076923076923076923 54/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9748520710059171597633136095 TP: 54 FP: 22 TN: 1923 FN: 23
TestTime: 50.65 s minWeightsRand 0.0284274133535 maxWeightsRand 0.963360895439 positiveWeightReinforcement 7.4117114784 negativeWeightReinforcement 5.71312956369
PrecisionPerc 0.4743589743589743589743589744 37/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 37 FP: 38 TN: 1924 FN: 38
TestTime: 46.008 s minWeightsRand 0.0657458770019 maxWeightsRand 0.844757017478 positiveWeightReinforcement 5.17364638392 negativeWeightReinforcement 9.192524949
PrecisionPerc 0.4230769230769230769230769231 33/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9654832347140039447731755424 TP: 33 FP: 41 TN: 1925 FN: 40
TestTime: 41.694 s minWeightsRand 0.0943398088882 maxWeightsRand 0.821882309335 positiveWeightReinforcement 4.41228648109 negativeWeightReinforcement 9.66855192578
PrecisionPerc 0.6282051282051282051282051282 49/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9723865877712031558185404339 TP: 49 FP: 27 TN: 1923 FN: 24
TestTime: 43.811 s minWeightsRand 0.0413617456916 maxWeightsRand 0.764251397826 positiveWeightReinforcement 2.58981500115 negativeWeightReinforcement 8.31020841764
PrecisionPerc 0.7564102564102564102564102564 59/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9778106508875739644970414201 TP: 59 FP: 16 TN: 1924 FN: 16
TestTime: 33.397 s minWeightsRand 0.0430119101912 maxWeightsRand 0.764849003785 positiveWeightReinforcement 0.56380420832 negativeWeightReinforcement 8.37075787196
PrecisionPerc 0.4230769230769230769230769231 33/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9649901380670611439842209073 TP: 33 FP: 42 TN: 1924 FN: 37
TestTime: 35.615 s minWeightsRand 0.10945125135 maxWeightsRand 0.705329570803 positiveWeightReinforcement 2.63534936714 negativeWeightReinforcement 8.04709293615
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 44 FP: 31 TN: 1924 FN: 28
TestTime: 49.143 s minWeightsRand 0.464359405365 maxWeightsRand 0.793866977747 positiveWeightReinforcement 1.6818717677 negativeWeightReinforcement 8.57904228078
PrecisionPerc 0.5769230769230769230769230769 45/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9709072978303747534516765286 TP: 45 FP: 30 TN: 1924 FN: 28
TestTime: 46.694 s minWeightsRand 0.0185076548706 maxWeightsRand 0.679251622077 positiveWeightReinforcement 3.96712483454 negativeWeightReinforcement 9.43607469867
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9699211045364891518737672584 TP: 43 FP: 32 TN: 1924 FN: 32
TestTime: 43.928 s minWeightsRand 0.326131415807 maxWeightsRand 0.766630869484 positiveWeightReinforcement 6.23474309589 negativeWeightReinforcement 7.20426453677
PrecisionPerc 0.3589743589743589743589743590 28/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9620315581854043392504930966 TP: 28 FP: 48 TN: 1923 FN: 39
TestTime: 40.969 s minWeightsRand 0.0839211219174 maxWeightsRand 0.726788231566 positiveWeightReinforcement 5.4627458332 negativeWeightReinforcement 8.60744360675
PrecisionPerc 0.6282051282051282051282051282 49/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9718934911242603550295857988 TP: 49 FP: 28 TN: 1922 FN: 26
TestTime: 55.688 s minWeightsRand 0.148844819543 maxWeightsRand 0.740719093416 positiveWeightReinforcement 2.15517908752 negativeWeightReinforcement 6.28521854666
PrecisionPerc 0.6282051282051282051282051282 49/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9733727810650887573964497041 TP: 49 FP: 25 TN: 1925 FN: 27
TestTime: 42.89 s minWeightsRand 0.375826720877 maxWeightsRand 0.826513612341 positiveWeightReinforcement 3.46862837055 negativeWeightReinforcement 7.61020997556
PrecisionPerc 0.5 39/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9679487179487179487179487179 TP: 39 FP: 36 TN: 1924 FN: 34
TestTime: 37.16 s minWeightsRand 0.12936282925 maxWeightsRand 0.71513786084 positiveWeightReinforcement 3.00796058176 negativeWeightReinforcement 8.9052505891
PrecisionPerc 0.5384615384615384615384615385 42/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9694280078895463510848126233 TP: 42 FP: 33 TN: 1924 FN: 33
TestTime: 39.829 s minWeightsRand 0.0567968209413 maxWeightsRand 0.997965724823 positiveWeightReinforcement 9.03692093343 negativeWeightReinforcement 9.80153458168
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 44 FP: 31 TN: 1924 FN: 28
TestTime: 38.191 s minWeightsRand 0.16940196499 maxWeightsRand 0.887657707596 positiveWeightReinforcement 4.64125654814 negativeWeightReinforcement 7.886158314
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 44 FP: 31 TN: 1924 FN: 33
TestTime: 33. s minWeightsRand 0.0413 maxWeightsRand 0.7648 positiveWeightReinforcement 2.589815 negativeWeightReinforcement 8.310208
PrecisionPerc 0.4871794871794871794871794872 38/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9679487179487179487179487179 TP: 38 FP: 36 TN: 1925 FN: 36
TestTime: 7.9 s minWeightsRand 0.0704 maxWeightsRand 0.9042 positiveWeightReinforcement 2.24201 negativeWeightReinforcement 6.57078
PrecisionPerc 0.5641025641025641025641025641 44/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9704142011834319526627218935 TP: 44 FP: 31 TN: 1924 FN: 31
TestTime: 7.9 s minWeightsRand 0.0713 maxWeightsRand 0.9546 positiveWeightReinforcement 1.15519 negativeWeightReinforcement 5.44256
PrecisionPerc 0.6282051282051282051282051282 49/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9728796844181459566074950690 TP: 49 FP: 26 TN: 1924 FN: 28
TestTime: 7.9 s minWeightsRand 0.0713 maxWeightsRand 0.9546 positiveWeightReinforcement 1.15519 negativeWeightReinforcement 5.44256
PrecisionPerc 0.7820512820512820512820512821 61/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9787968441814595660749506903 TP: 61 FP: 14 TN: 1924 FN: 13
TestTime: 7.9 s minWeightsRand 0.0713 maxWeightsRand 0.9546 positiveWeightReinforcement 1.15519 negativeWeightReinforcement 5.44256
PrecisionPerc 0.5769230769230769230769230769 45/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9699211045364891518737672584 TP: 45 FP: 32 TN: 1922 FN: 29
TestTime: 7.9 s minWeightsRand 0.0713 maxWeightsRand 0.9546 positiveWeightReinforcement 1.15519 negativeWeightReinforcement 5.44256
PrecisionPerc 0.4615384615384615384615384615 36/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9669625246548323471400394477 TP: 36 FP: 38 TN: 1925 FN: 35
TestTime: 7.9 s minWeightsRand 0.0713 maxWeightsRand 0.9546 positiveWeightReinforcement 1.15519 negativeWeightReinforcement 5.44256
PrecisionPerc 0.6923076923076923076923076923 54/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9753451676528599605522682446 TP: 54 FP: 21 TN: 1924 FN: 23
TestTime: 7.9 s minWeightsRand 0.0713 maxWeightsRand 0.9546 positiveWeightReinforcement 1.15519 negativeWeightReinforcement 5.44256
PrecisionPerc 0.5512820512820512820512820513 43/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9694280078895463510848126233 TP: 43 FP: 33 TN: 1923 FN: 32
TestTime: 7.9 s minWeightsRand 0.0713 maxWeightsRand 0.9546 positiveWeightReinforcement 1.15519 negativeWeightReinforcement 5.44256
PrecisionPerc 0.6538461538461538461538461538 51/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9743589743589743589743589744 TP: 51 FP: 23 TN: 1925 FN: 24
TestTime: 7.9 s minWeightsRand 0.0713 maxWeightsRand 0.9546 positiveWeightReinforcement 1.15519 negativeWeightReinforcement 5.44256
PrecisionPerc 0.5897435897435897435897435897 46/78 (this is the percentage of all true positves that were found)
AccuracyPerc 0.9714003944773175542406311637 TP: 46 FP: 29 TN: 1924 FN: 30