Nothing
tests/testthat/_snaps/model_evaluation.md
In RprobitB: Bayesian Probit Choice Modeling
choice probabilities can be computed
Code
choice_probabilities(model_train)
Output
id idc A B
1 1 1 9.147686e-01 0.0852313663
2 1 2 6.367320e-01 0.3632680370
3 1 3 7.903149e-01 0.2096850859
4 1 4 1.806368e-01 0.8193632328
5 1 5 5.486119e-01 0.4513880615
6 1 6 1.315697e-01 0.8684303160
7 1 7 5.390419e-01 0.4609580701
8 1 8 7.609910e-01 0.2390089637
9 1 9 5.515433e-01 0.4484566859
10 1 10 5.871328e-01 0.4128672302
11 2 1 8.908620e-01 0.1091379634
12 2 2 4.548420e-01 0.5451579701
13 2 3 5.371805e-01 0.4628195306
14 2 4 4.215028e-01 0.5784971573
15 2 5 2.935305e-01 0.7064695043
16 2 6 4.084195e-01 0.5915805217
17 2 7 5.784972e-01 0.4215028427
18 2 8 5.451580e-01 0.4548420299
19 2 9 4.084195e-01 0.5915805217
20 2 10 3.777151e-01 0.6222849363
21 2 11 3.650285e-01 0.6349714637
22 3 1 8.350759e-01 0.1649241199
23 3 2 4.038461e-01 0.5961539438
24 3 3 4.395980e-01 0.5604020038
25 3 4 7.105157e-01 0.2894843285
26 3 5 5.633621e-01 0.4366379229
27 3 6 4.936880e-01 0.5063120392
28 3 7 6.537235e-01 0.3462764567
29 3 8 4.366379e-01 0.5633620771
30 3 9 4.428781e-01 0.5571219476
31 3 10 3.777151e-01 0.6222849363
32 3 11 7.161751e-01 0.2838248572
33 4 1 3.685779e-01 0.6314221194
34 4 2 5.077657e-01 0.4922342847
35 4 3 6.627925e-01 0.3372075000
36 4 4 7.572557e-01 0.2427443409
37 4 5 3.091727e-01 0.6908273427
38 4 6 4.503497e-01 0.5496503271
39 4 7 4.126275e-01 0.5873725182
40 4 8 5.315049e-01 0.4684950746
41 4 9 3.587209e-01 0.6412790662
42 4 10 3.106837e-01 0.6893163077
43 4 11 3.632938e-01 0.6367062137
44 4 12 3.175908e-01 0.6824091752
45 4 13 4.740841e-01 0.5259158771
46 4 14 6.773855e-01 0.3226145047
47 4 15 3.907344e-01 0.6092656457
48 5 1 4.430163e-02 0.9556983724
49 5 2 5.507306e-01 0.4492694149
50 5 3 3.639304e-01 0.6360696435
51 5 4 5.145523e-01 0.4854477105
52 5 5 1.896032e-01 0.8103967526
53 5 6 5.759307e-02 0.9424069264
54 5 7 2.432315e-01 0.7567684656
55 5 8 1.282002e-01 0.8717997920
56 5 9 7.764874e-01 0.2235125739
57 5 10 5.599304e-01 0.4400695710
58 5 11 7.466958e-01 0.2533042275
59 5 12 3.639304e-01 0.6360696435
60 5 13 6.599810e-01 0.3400190168
61 5 14 3.089723e-01 0.6910277007
62 5 15 1.811011e-01 0.8188988671
63 6 1 5.612427e-02 0.9438757304
64 6 2 9.507944e-01 0.0492055635
65 6 3 6.847230e-01 0.3152770292
66 6 4 6.149711e-01 0.3850288964
67 6 5 3.385189e-01 0.6614810577
68 6 6 8.983156e-01 0.1016844368
69 6 7 5.256895e-01 0.4743105114
70 6 8 1.390198e-01 0.8609802235
71 6 9 1.252424e-01 0.8747575527
72 7 1 8.996844e-01 0.1003155645
73 7 2 6.878922e-01 0.3121077829
74 7 3 4.292055e-01 0.5707944770
75 7 4 4.803861e-01 0.5196139206
76 7 5 3.965440e-01 0.6034559825
77 7 6 2.622176e-01 0.7377823744
78 7 7 4.903725e-01 0.5096274718
79 7 8 3.777151e-01 0.6222849363
80 8 1 9.366183e-01 0.0633816881
81 8 2 3.922411e-02 0.9607758941
82 8 3 9.443021e-01 0.0556978988
83 8 4 3.443638e-01 0.6556361858
84 8 5 2.308031e-01 0.7691969020
85 8 6 9.137742e-01 0.0862257614
86 8 7 7.869768e-01 0.2130231913
87 8 8 7.350518e-01 0.2649481889
88 9 1 2.394929e-02 0.9760507080
89 9 2 7.591325e-01 0.2408674795
90 9 3 5.834634e-01 0.4165365882
91 9 4 7.110793e-01 0.2889207181
92 9 5 7.542939e-01 0.2457060752
93 9 6 5.808616e-01 0.4191383906
94 9 7 3.622533e-01 0.6377467068
95 9 8 9.272161e-01 0.0727838772
96 9 9 2.321861e-01 0.7678138799
97 9 10 2.200661e-01 0.7799339255
98 9 11 2.471781e-01 0.7528218906
99 9 12 5.018622e-01 0.4981378061
100 10 1 3.674357e-02 0.9632564264
101 10 2 7.652079e-01 0.2347920555
102 10 3 9.641802e-01 0.0358198484
103 10 4 9.172091e-01 0.0827908738
104 10 5 9.845306e-01 0.0154693600
105 10 6 5.160745e-01 0.4839254901
106 10 7 2.408133e-01 0.7591867347
107 10 8 8.082594e-01 0.1917405977
108 10 9 2.800574e-01 0.7199426176
109 10 10 5.077657e-01 0.4922342847
110 10 11 7.652079e-01 0.2347920555
111 10 12 2.288550e-01 0.7711449863
112 11 1 1.310205e-01 0.8689794948
113 11 2 5.256895e-01 0.4743105114
114 11 3 1.573489e-01 0.8426511378
115 11 4 5.811749e-01 0.4188251052
116 11 5 5.475134e-01 0.4524866456
117 11 6 5.424418e-01 0.4575581840
118 11 7 3.734126e-01 0.6265873523
119 12 1 7.612033e-01 0.2387967462
120 12 2 3.630112e-01 0.6369887554
121 12 3 3.391222e-01 0.6608777806
122 12 4 5.251441e-01 0.4748558524
123 12 5 6.296917e-01 0.3703083083
124 12 6 6.942799e-01 0.3057201250
125 12 7 6.056381e-01 0.3943619452
126 12 8 1.361524e-01 0.8638476350
127 12 9 5.476095e-01 0.4523905210
128 12 10 8.119184e-01 0.1880816110
129 12 11 7.035251e-01 0.2964748587
130 12 12 5.256895e-01 0.4743105114
131 12 13 6.051108e-01 0.3948892208
132 12 14 6.051108e-01 0.3948892208
133 13 1 2.784881e-01 0.7215119385
134 13 2 1.250320e-01 0.8749680190
135 13 3 8.911421e-01 0.1088578518
136 13 4 7.483865e-01 0.2516134975
137 13 5 9.365100e-01 0.0634899920
138 13 6 5.900143e-01 0.4099856719
139 13 7 3.380817e-01 0.6619183267
140 13 8 3.089723e-01 0.6910277007
141 13 9 9.158638e-01 0.0841362491
142 13 10 7.858956e-01 0.2141044043
143 13 11 6.061737e-01 0.3938262736
144 13 12 3.844386e-01 0.6155614092
145 13 13 1.677073e-01 0.8322926865
146 13 14 4.410356e-01 0.5589644020
147 14 1 1.581238e-01 0.8418762146
148 14 2 4.505748e-01 0.5494252152
149 14 3 3.899368e-01 0.6100632252
150 14 4 5.616976e-01 0.4383024438
151 14 5 7.761893e-01 0.2238107174
152 14 6 1.571031e-01 0.8428968766
153 14 7 3.743357e-01 0.6256642712
154 14 8 7.257054e-01 0.2742946155
155 14 9 5.616976e-01 0.4383024438
156 14 10 3.437230e-01 0.6562769687
157 14 11 1.151180e-01 0.8848819589
158 14 12 9.260235e-01 0.0739765061
159 14 13 7.536572e-01 0.2463428078
160 14 14 3.883124e-01 0.6116876070
161 15 1 4.775378e-02 0.9522462223
162 15 2 2.803505e-01 0.7196494846
163 15 3 5.739374e-01 0.4260625637
164 15 4 8.141485e-01 0.1858514961
165 15 5 5.571219e-01 0.4428780524
166 15 6 3.462765e-01 0.6537235433
167 15 7 6.907210e-01 0.3092790267
168 15 8 6.222849e-01 0.3777150637
169 15 9 6.907210e-01 0.3092790267
170 15 10 5.921660e-01 0.4078340442
171 16 1 1.248146e-01 0.8751854376
172 16 2 2.508071e-01 0.7491929258
173 16 3 5.454385e-01 0.4545615148
174 16 4 8.093216e-01 0.1906783770
175 16 5 7.348810e-01 0.2651190391
176 16 6 4.505748e-01 0.5494252152
177 16 7 7.414484e-01 0.2585515523
178 16 8 6.273527e-01 0.3726473003
179 16 9 1.010732e-01 0.8989267557
180 16 10 6.733056e-01 0.3266944447
181 17 1 1.502982e-01 0.8497018308
182 17 2 2.933112e-01 0.7066887902
183 17 3 2.516135e-01 0.7483865025
184 17 4 2.106189e-01 0.7893810524
185 17 5 1.213658e-01 0.8786342153
186 17 6 7.338337e-01 0.2661662556
187 17 7 3.845719e-01 0.6154280851
188 17 8 3.579623e-01 0.6420377494
189 17 9 2.836522e-01 0.7163477525
190 17 10 6.027758e-01 0.3972242452
191 17 11 6.296605e-01 0.3703394719
192 17 12 4.463634e-01 0.5536365570
193 17 13 4.175696e-01 0.5824303511
194 17 14 7.103414e-01 0.2896586120
195 17 15 6.910277e-01 0.3089722993
196 18 1 7.827970e-01 0.2172029772
197 18 2 6.367320e-01 0.3632680370
198 18 3 6.608778e-01 0.3391222194
199 18 4 6.431213e-01 0.3568787123
200 18 5 6.764438e-01 0.3235561854
201 18 6 5.390419e-01 0.4609580701
202 18 7 5.362390e-01 0.4637610155
203 18 8 7.348810e-01 0.2651190391
204 18 9 4.740381e-01 0.5259619364
205 18 10 7.109447e-01 0.2890552974
206 18 11 4.971845e-01 0.5028154691
207 18 12 6.582907e-01 0.3417093225
208 18 13 7.434979e-01 0.2565021067
209 19 1 6.645164e-01 0.3354836467
210 19 2 4.686704e-01 0.5313295823
211 19 3 4.099857e-01 0.5900143281
212 19 4 5.313296e-01 0.4686704177
213 19 5 6.202717e-01 0.3797283386
214 19 6 6.537235e-01 0.3462764567
215 19 7 3.462765e-01 0.6537235433
216 19 8 6.202717e-01 0.3797283386
217 19 9 4.803861e-01 0.5196139206
218 19 10 6.354069e-01 0.3645930828
219 19 11 5.355380e-01 0.4644620385
220 20 1 9.977560e-02 0.9002244003
221 20 2 3.777151e-01 0.6222849363
222 20 3 5.805851e-01 0.4194149279
223 20 4 4.194149e-01 0.5805850721
224 20 5 3.728803e-01 0.6271196544
225 20 6 4.428781e-01 0.5571219476
226 20 7 5.761299e-01 0.4238701286
227 20 8 7.489856e-01 0.2510144018
228 20 9 6.537235e-01 0.3462764567
229 20 10 2.905372e-01 0.7094628179
230 20 11 5.621503e-01 0.4378497492
231 21 1 3.612614e-01 0.6387386228
232 21 2 2.131748e-01 0.7868251947
233 21 3 5.256895e-01 0.4743105114
234 21 4 4.098096e-01 0.5901904056
235 21 5 6.150376e-01 0.3849623616
236 21 6 4.287129e-01 0.5712871300
237 21 7 5.173891e-01 0.4826108978
238 21 8 3.568356e-01 0.6431644407
239 21 9 5.383189e-01 0.4616810814
240 21 10 6.925110e-01 0.3074890346
241 21 11 3.116639e-01 0.6883360859
242 21 12 2.800574e-01 0.7199426176
243 21 13 3.732233e-01 0.6267766983
244 22 1 9.332050e-01 0.0667950493
245 22 2 6.219541e-01 0.3780459415
246 22 3 2.131748e-01 0.7868251947
247 22 4 7.199426e-01 0.2800573824
248 22 5 4.260626e-01 0.5739374363
249 22 6 4.743105e-01 0.5256894886
250 22 7 5.173891e-01 0.4826108978
251 22 8 3.092790e-01 0.6907209733
252 22 9 6.384125e-01 0.3615874876
253 23 1 2.323849e-01 0.7676150575
254 23 2 6.929189e-01 0.3070811298
255 23 3 2.930677e-01 0.7069322823
256 23 4 2.383723e-01 0.7616276979
257 23 5 4.407564e-01 0.5592436349
258 23 6 4.839255e-01 0.5160745099
259 23 7 2.800574e-01 0.7199426176
260 23 8 6.181841e-01 0.3818158523
261 23 9 5.077657e-01 0.4922342847
262 23 10 3.815460e-01 0.6184539746
263 23 11 4.705684e-01 0.5294315662
264 23 12 3.892600e-01 0.6107399708
265 23 13 3.892600e-01 0.6107399708
266 24 1 8.175013e-01 0.1824987118
267 24 2 5.694085e-01 0.4305914787
268 24 3 2.610693e-01 0.7389306760
269 24 4 3.462765e-01 0.6537235433
270 24 5 4.127314e-01 0.5872686301
271 24 6 6.866426e-01 0.3133574272
272 24 7 8.405805e-01 0.1594194804
273 24 8 5.872686e-01 0.4127313699
274 24 9 4.513881e-01 0.5486119385
275 25 1 8.251861e-01 0.1748138797
276 25 2 6.134039e-01 0.3865960807
277 25 3 6.131330e-01 0.3868669600
278 25 4 2.824582e-01 0.7175418278
279 25 5 5.885293e-01 0.4114707139
280 25 6 5.160745e-01 0.4839254901
281 25 7 2.962382e-01 0.7037617676
282 25 8 7.010513e-01 0.2989487222
283 25 9 3.777151e-01 0.6222849363
284 25 10 3.261254e-01 0.6738745817
285 25 11 8.353724e-01 0.1646275723
286 25 12 4.551871e-01 0.5448129022
287 26 1 8.059447e-01 0.1940553383
288 26 2 4.619397e-01 0.5380603282
289 26 3 2.989487e-01 0.7010512778
290 26 4 4.779718e-01 0.5220281815
291 26 5 5.525211e-01 0.4474788760
292 26 6 4.839255e-01 0.5160745099
293 26 7 4.474789e-01 0.5525211240
294 26 8 7.616277e-01 0.2383723021
295 26 9 4.477588e-01 0.5522412241
296 26 10 1.646276e-01 0.8353724277
297 26 11 3.270085e-01 0.6729915235
298 27 1 1.842520e-01 0.8157480315
299 27 2 2.931554e-01 0.7068446450
300 27 3 4.759887e-01 0.5240112586
301 27 4 7.136604e-01 0.2863396409
302 27 5 3.932991e-01 0.6067009174
303 27 6 2.144023e-01 0.7855976899
304 27 7 4.667458e-01 0.5332541645
305 27 8 4.494487e-01 0.5505513367
306 27 9 5.494252e-01 0.4505747848
307 27 10 3.462765e-01 0.6537235433
308 27 11 5.918280e-01 0.4081720472
309 27 12 5.991949e-01 0.4008051167
310 27 13 5.077657e-01 0.4922342847
311 27 14 3.687487e-01 0.6312512965
312 28 1 9.685011e-02 0.9031498933
313 28 2 3.843366e-01 0.6156633557
314 28 3 5.256895e-01 0.4743105114
315 28 4 4.662384e-01 0.5337615676
316 28 5 6.081823e-01 0.3918177060
317 28 6 6.248282e-01 0.3751717704
318 28 7 5.499033e-01 0.4500966959
319 28 8 4.826109e-01 0.5173891022
320 28 9 5.592893e-01 0.4407107184
321 28 10 5.243118e-01 0.4756881727
322 28 11 3.323245e-01 0.6676754940
323 28 12 6.001548e-01 0.3998451845
324 28 13 7.140431e-01 0.2859568869
325 28 14 6.222849e-01 0.3777150637
326 28 15 3.092624e-01 0.6907375674
327 28 16 4.167769e-01 0.5832231448
328 28 17 5.989031e-01 0.4010969085
329 29 1 6.869143e-01 0.3130856652
330 29 2 4.415761e-01 0.5584238765
331 29 3 7.580068e-01 0.2419931740
332 29 4 4.400696e-01 0.5599304290
333 29 5 4.953553e-01 0.5046446698
334 29 6 8.025315e-01 0.1974684868
335 29 7 7.382357e-01 0.2617643107
336 29 8 3.126005e-01 0.6873994883
337 29 9 6.414009e-01 0.3585991339
338 29 10 6.326118e-01 0.3673882435
339 29 11 4.157482e-01 0.5842517662
340 29 12 4.410356e-01 0.5589644020
341 30 1 9.214086e-01 0.0785914282
342 30 2 8.442550e-01 0.1557449865
343 30 3 6.541129e-02 0.9345887099
344 30 4 3.400190e-01 0.6599809832
345 30 5 5.638330e-01 0.4361669871
346 30 6 2.962382e-01 0.7037617676
347 30 7 5.145523e-01 0.4854477105
348 30 8 7.376687e-01 0.2623313109
349 30 9 7.713698e-01 0.2286301792
350 30 10 4.175696e-01 0.5824303511
351 30 11 3.329150e-01 0.6670850376
352 30 12 3.089723e-01 0.6910277007
353 30 13 2.933112e-01 0.7066887902
354 30 14 4.033830e-01 0.5966169631
355 30 15 3.703395e-01 0.6296605281
356 31 1 6.715827e-01 0.3284172536
357 31 2 7.616277e-01 0.2383723021
358 31 3 3.023661e-01 0.6976338512
359 31 4 4.584379e-01 0.5415621439
360 31 5 4.903725e-01 0.5096274718
361 31 6 6.554441e-01 0.3445558708
362 31 7 6.891606e-01 0.3108394008
363 31 8 4.022912e-01 0.5977088265
364 31 9 5.820409e-01 0.4179590988
365 31 10 7.330216e-01 0.2669783949
366 31 11 4.743105e-01 0.5256894886
367 31 12 2.985534e-01 0.7014466026
368 32 1 2.600215e-01 0.7399784875
369 32 2 5.885246e-01 0.4114754123
370 32 3 6.537235e-01 0.3462764567
371 32 4 4.650432e-01 0.5349567821
372 32 5 7.320893e-01 0.2679106676
373 32 6 2.826423e-01 0.7173577288
374 32 7 4.520916e-01 0.5479084398
375 32 8 1.758055e-01 0.8241944812
376 32 9 5.077657e-01 0.4922342847
377 32 10 4.348732e-01 0.5651267846
378 32 11 7.024320e-01 0.2975679838
379 32 12 3.791717e-01 0.6208282749
380 32 13 4.826109e-01 0.5173891022
381 32 14 6.594745e-01 0.3405254862
382 33 1 7.911263e-01 0.2088737176
383 33 2 6.222849e-01 0.3777150637
384 33 3 6.537235e-01 0.3462764567
385 33 4 5.955874e-01 0.4044125848
386 33 5 3.209878e-01 0.6790122221
387 33 6 5.882309e-01 0.4117691140
388 33 7 5.277223e-01 0.4722777189
389 33 8 4.704532e-01 0.5295468477
390 33 9 4.428781e-01 0.5571219476
391 33 10 4.044126e-01 0.5955874152
392 33 11 4.647433e-01 0.5352567366
393 33 12 5.277223e-01 0.4722777189
394 33 13 7.458444e-01 0.2541555699
395 33 14 5.609787e-01 0.4390213026
396 34 1 3.374152e-01 0.6625847728
397 34 2 1.435457e-01 0.8564543357
398 34 3 3.462765e-01 0.6537235433
399 34 4 8.865149e-01 0.1134850923
400 34 5 7.129922e-01 0.2870077890
401 34 6 5.571219e-01 0.4428780524
402 34 7 2.591225e-01 0.7408774784
403 34 8 5.989615e-01 0.4010384807
404 34 9 4.010385e-01 0.5989615193
405 34 10 6.533336e-01 0.3466663785
406 34 11 5.670497e-01 0.4329503344
407 34 12 6.222849e-01 0.3777150637
408 35 1 1.304314e-01 0.8695685634
409 35 2 1.806368e-01 0.8193632328
410 35 3 3.829871e-02 0.9617012927
411 35 4 4.162825e-01 0.5837174698
412 35 5 2.390090e-01 0.7609910363
413 35 6 1.594195e-01 0.8405805196
414 35 7 4.099857e-01 0.5900143281
415 35 8 7.903149e-01 0.2096850859
416 35 9 5.871328e-01 0.4128672302
417 35 10 4.644385e-01 0.5355614693
418 35 11 4.484567e-01 0.5515433141
419 35 12 5.486119e-01 0.4513880615
420 35 13 3.089723e-01 0.6910277007
421 35 14 6.907866e-01 0.3092134285
422 36 1 9.998199e-01 0.0001800569
423 36 2 3.298994e-02 0.9670100644
424 36 3 1.960463e-01 0.8039536899
425 36 4 9.599397e-01 0.0400602791
426 36 5 2.131748e-01 0.7868251947
427 36 6 7.794475e-02 0.9220552457
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1679 136 1 9.275032e-01 0.0724967893
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1686 136 8 5.429854e-01 0.4570145526
1687 136 9 5.975967e-01 0.4024032903
1688 136 10 6.825043e-01 0.3174957137
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1690 137 1 5.666341e-01 0.4333659397
1691 137 2 8.127004e-01 0.1872996187
1692 137 3 3.462765e-01 0.6537235433
1693 137 4 5.852065e-01 0.4147934569
1694 137 5 6.670850e-01 0.3329149624
1695 137 6 4.285129e-01 0.5714871288
1696 137 7 6.360696e-01 0.3639303565
1697 137 8 7.376687e-01 0.2623313109
1698 137 9 4.428781e-01 0.5571219476
1699 137 10 8.283492e-01 0.1716507765
1700 137 11 5.145523e-01 0.4854477105
1701 137 12 4.854477e-01 0.5145522895
1702 138 1 8.467860e-01 0.1532140221
1703 138 2 6.541219e-01 0.3458780850
1704 138 3 3.699317e-01 0.6300683467
1705 138 4 2.934109e-01 0.7065890701
1706 138 5 8.792187e-01 0.1207813145
1707 138 6 3.089723e-01 0.6910277007
1708 138 7 9.335965e-01 0.0664034962
1709 138 8 2.143039e-01 0.7856960630
1710 138 9 8.143039e-01 0.1856960780
1711 138 10 7.616277e-01 0.2383723021
1712 138 11 4.410356e-01 0.5589644020
1713 138 12 7.724363e-01 0.2275636812
1714 138 13 5.584239e-01 0.4415761235
1715 138 14 4.020174e-01 0.5979826285
1716 139 1 7.379523e-01 0.2620477322
1717 139 2 4.548420e-01 0.5451579701
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1725 139 10 6.648121e-01 0.3351879495
1726 139 11 5.454385e-01 0.4545615148
1727 139 12 2.417214e-01 0.7582785773
1728 139 13 4.215028e-01 0.5784971573
1729 139 14 6.500030e-01 0.3499970486
1730 139 15 5.900143e-01 0.4099856719
1731 140 1 2.698408e-01 0.7301592244
1732 140 2 4.531445e-01 0.5468554603
1733 140 3 6.537235e-01 0.3462764567
1734 140 4 5.571219e-01 0.4428780524
1735 140 5 5.286047e-01 0.4713953449
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1737 140 7 7.059295e-01 0.2940705311
1738 140 8 3.777151e-01 0.6222849363
1739 141 1 9.830475e-01 0.0169524607
1740 141 2 6.215040e-01 0.3784959781
1741 141 3 8.557198e-01 0.1442801560
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1743 141 5 6.294020e-01 0.3705979713
1744 141 6 2.673259e-01 0.7326740908
1745 141 7 3.023868e-01 0.6976132084
1746 141 8 7.964578e-01 0.2035421553
1747 141 9 5.824304e-01 0.4175696489
1748 141 10 6.169090e-01 0.3830910283
1749 141 11 3.089723e-01 0.6910277007
1750 141 12 7.066888e-01 0.2933112098
1751 142 1 8.085696e-01 0.1914303899
1752 142 2 1.863520e-01 0.8136480468
1753 142 3 1.399037e-01 0.8600963187
1754 142 4 6.457502e-01 0.3542498310
1755 142 5 5.972999e-01 0.4027000558
1756 142 6 5.486119e-01 0.4513880615
1757 142 7 6.841369e-01 0.3158631433
1758 142 8 5.259619e-01 0.4740380636
1759 142 9 4.588336e-01 0.5411663503
1760 142 10 5.494252e-01 0.4505747848
1761 142 11 3.023868e-01 0.6976132084
1762 142 12 7.199426e-01 0.2800573824
1763 142 13 7.348810e-01 0.2651190391
1764 143 1 7.244660e-01 0.2755339594
1765 143 2 7.858956e-01 0.2141044043
1766 143 3 7.868252e-01 0.2131748053
1767 143 4 5.536366e-01 0.4463634430
1768 143 5 2.800574e-01 0.7199426176
1769 143 6 6.586871e-01 0.3413129339
1770 143 7 1.088579e-01 0.8911421482
1771 143 8 5.777340e-01 0.4222660087
1772 143 9 3.736761e-01 0.6263238941
1773 143 10 4.291823e-01 0.5708177058
1774 143 11 5.952501e-01 0.4047498815
1775 143 12 3.972242e-01 0.6027757548
1776 143 13 3.777151e-01 0.6222849363
1777 143 14 5.256895e-01 0.4743105114
1778 143 15 4.298984e-01 0.5701016071
1779 144 1 8.418762e-01 0.1581237854
1780 144 2 2.916875e-01 0.7083124547
1781 144 3 5.975429e-01 0.4024570968
1782 144 4 4.970593e-01 0.5029406982
1783 144 5 5.824304e-01 0.4175696489
1784 144 6 5.889631e-01 0.4110369464
1785 144 7 2.841438e-01 0.7158562389
1786 144 8 2.131748e-01 0.7868251947
1787 144 9 5.523420e-01 0.4476580193
1788 145 1 1.649241e-01 0.8350758801
1789 145 2 3.089723e-01 0.6910277007
1790 145 3 7.348810e-01 0.2651190391
1791 145 4 6.828396e-01 0.3171604100
1792 145 5 2.840966e-01 0.7159033776
1793 145 6 2.349312e-01 0.7650687936
1794 145 7 5.633621e-01 0.4366379229
1795 145 8 7.844005e-01 0.2155995192
1796 145 9 4.713213e-01 0.5286787216
1797 145 10 6.251359e-01 0.3748641107
1798 145 11 3.899321e-01 0.6100678581
1799 145 12 6.567852e-01 0.3432147625
1800 145 13 4.632625e-01 0.5367375006
1801 145 14 5.975648e-01 0.4024352191
1802 145 15 4.505748e-01 0.5494252152
1803 145 16 4.366379e-01 0.5633620771
1804 145 17 6.327956e-01 0.3672044428
1805 146 1 7.062785e-02 0.9293721522
1806 146 2 5.233322e-01 0.4766678150
1807 146 3 1.949566e-01 0.8050433984
1808 146 4 5.918280e-01 0.4081720472
1809 146 5 1.074413e-01 0.8925587259
1810 146 6 4.275058e-01 0.5724941923
1811 146 7 7.044285e-02 0.9295571461
1812 146 8 7.584052e-01 0.2415947724
1813 146 9 7.015350e-01 0.2984650224
1814 146 10 7.299712e-01 0.2700287783
1815 146 11 3.484632e-01 0.6515368147
1816 146 12 3.517960e-01 0.6482040487
1817 146 13 5.488829e-01 0.4511170821
1818 146 14 4.315767e-01 0.5684233055
1819 146 15 6.809303e-01 0.3190696687
1820 146 16 6.051243e-01 0.3948757419
1821 146 17 8.677979e-01 0.1322021272
1822 146 18 2.305809e-01 0.7694191347
1823 147 1 8.589385e-02 0.9141061471
1824 147 2 5.885293e-01 0.4114707139
1825 147 3 8.201258e-01 0.1798742117
1826 147 4 4.551871e-01 0.5448129022
1827 147 5 3.032499e-01 0.6967500656
1828 147 6 7.037618e-01 0.2962382324
1829 147 7 4.193375e-01 0.5806625271
1830 147 8 3.032499e-01 0.6967500656
1831 147 9 2.651190e-01 0.7348809609
1832 147 10 4.743105e-01 0.5256894886
1833 147 11 4.505748e-01 0.5494252152
1834 147 12 3.777151e-01 0.6222849363
1835 147 13 3.759423e-01 0.6240576583
1836 148 1 4.006300e-01 0.5993699644
1837 148 2 2.063484e-01 0.7936516178
1838 148 3 1.291024e-01 0.8708976317
1839 148 4 3.058425e-01 0.6941575170
1840 148 5 7.936516e-01 0.2063483822
1841 148 6 2.063484e-01 0.7936516178
1842 148 7 3.058425e-01 0.6941575170
1843 148 8 2.063484e-01 0.7936516178
1844 148 9 6.222849e-01 0.3777150637
1845 148 10 5.238309e-01 0.4761691226
1846 148 11 6.222849e-01 0.3777150637
1847 148 12 5.016901e-01 0.4983099217
1848 149 1 6.963808e-01 0.3036192035
1849 149 2 6.354069e-01 0.3645930828
1850 149 3 5.376407e-01 0.4623593091
1851 149 4 2.634824e-01 0.7365175505
1852 149 5 6.444366e-01 0.3555634128
1853 149 6 4.803861e-01 0.5196139206
1854 149 7 4.428781e-01 0.5571219476
1855 149 8 3.462765e-01 0.6537235433
1856 149 9 5.858942e-01 0.4141058307
1857 149 10 2.045420e-01 0.7954580437
1858 149 11 5.376407e-01 0.4623593091
1859 150 1 7.166705e-01 0.2833295198
1860 150 2 2.428425e-01 0.7571574572
1861 150 3 6.755339e-01 0.3244660697
1862 150 4 2.651190e-01 0.7348809609
1863 150 5 7.719776e-01 0.2280224488
1864 150 6 5.955874e-01 0.4044125848
1865 150 7 4.531398e-01 0.5468602445
1866 150 8 3.089723e-01 0.6910277007
1867 150 9 5.494252e-01 0.4505747848
1868 150 10 4.024352e-01 0.5975647809
1869 151 1 9.224472e-01 0.0775528150
1870 151 2 8.016466e-02 0.9198353363
1871 151 3 3.391222e-01 0.6608777806
1872 151 4 4.929144e-01 0.5070855616
1873 151 5 2.356304e-01 0.7643695758
1874 151 6 6.641226e-01 0.3358774139
1875 151 7 5.584239e-01 0.4415761235
1876 151 8 2.411316e-01 0.7588684388
1877 151 9 7.616277e-01 0.2383723021
1878 151 10 3.423790e-01 0.6576209982
1879 151 11 3.838753e-01 0.6161247059
1880 151 12 5.589644e-01 0.4410355980
1881 151 13 5.589644e-01 0.4410355980
1882 152 1 2.493497e-01 0.7506502764
1883 152 2 5.355380e-01 0.4644620385
1884 152 3 7.659954e-01 0.2340045666
1885 152 4 3.777151e-01 0.6222849363
1886 152 5 6.537235e-01 0.3462764567
1887 152 6 5.355380e-01 0.4644620385
1888 152 7 6.202717e-01 0.3797283386
1889 152 8 4.978884e-01 0.5021116095
1890 153 1 1.555370e-01 0.8444630080
1891 153 2 4.548420e-01 0.5451579701
1892 153 3 5.120619e-01 0.4879381359
1893 153 4 4.428781e-01 0.5571219476
1894 153 5 6.316890e-01 0.3683110372
1895 153 6 3.892600e-01 0.6107399708
1896 153 7 5.120619e-01 0.4879381359
1897 153 8 3.462765e-01 0.6537235433
1898 153 9 6.425017e-01 0.3574983277
1899 153 10 3.777151e-01 0.6222849363
1900 154 1 1.329188e-01 0.8670811832
1901 154 2 9.629830e-01 0.0370169623
1902 154 3 9.596032e-01 0.0403967951
1903 154 4 4.903725e-01 0.5096274718
1904 154 5 8.914495e-02 0.9108550514
1905 154 6 6.323494e-01 0.3676506170
1906 154 7 5.160745e-01 0.4839254901
1907 154 8 3.365170e-01 0.6634830278
1908 154 9 9.789966e-01 0.0210034151
1909 154 10 4.560063e-01 0.5439937254
1910 155 1 7.838873e-01 0.2161126977
1911 155 2 6.608778e-01 0.3391222194
1912 155 3 5.291500e-01 0.4708500096
1913 155 4 5.549903e-01 0.4450097198
1914 155 5 7.348810e-01 0.2651190391
1915 155 6 6.912770e-01 0.3087230281
1916 155 7 2.188784e-01 0.7811215948
1917 155 8 4.957026e-01 0.5042974135
1918 155 9 2.381532e-01 0.7618468354
1919 155 10 4.700235e-01 0.5299765011
1920 155 11 8.052708e-01 0.1947291878
1921 155 12 5.291500e-01 0.4708500096
1922 155 13 3.351879e-01 0.6648120505
1923 155 14 4.410356e-01 0.5589644020
1924 155 15 7.582786e-01 0.2417214227
1925 156 1 9.000147e-01 0.0999852574
1926 156 2 5.698782e-01 0.4301217558
1927 156 3 6.297879e-01 0.3702121003
1928 156 4 7.090530e-01 0.2909469604
1929 156 5 7.199426e-01 0.2800573824
1930 156 6 5.127842e-01 0.4872158293
1931 156 7 5.868030e-01 0.4131969822
1932 156 8 6.434414e-01 0.3565585837
1933 156 9 3.581746e-01 0.6418253996
1934 156 10 5.539947e-01 0.4460053238
1935 156 11 7.616277e-01 0.2383723021
1936 156 12 3.581746e-01 0.6418253996
1937 156 13 2.484113e-01 0.7515886646
1938 156 14 5.160745e-01 0.4839254901
1939 156 15 8.514888e-01 0.1485112407
1940 157 1 4.082731e-02 0.9591726919
1941 157 2 5.781842e-02 0.9421815800
1942 157 3 3.274570e-01 0.6725429816
1943 157 4 1.771595e-01 0.8228405400
1944 157 5 1.505015e-01 0.8494985063
1945 157 6 6.818464e-02 0.9318153582
1946 157 7 3.777151e-01 0.6222849363
1947 157 8 3.462765e-01 0.6537235433
1948 157 9 8.484656e-02 0.9151534400
1949 157 10 2.693576e-01 0.7306424380
1950 157 11 7.759042e-01 0.2240957821
1951 157 12 2.693576e-01 0.7306424380
1952 158 1 2.833925e-01 0.7166074606
1953 158 2 8.103968e-01 0.1896032474
1954 158 3 6.661862e-01 0.3338138365
1955 158 4 2.829289e-01 0.7170710528
1956 158 5 4.467812e-01 0.5532188069
1957 158 6 6.276909e-01 0.3723090820
1958 158 7 6.736279e-01 0.3263721157
1959 158 8 2.399105e-01 0.7600895270
1960 158 9 2.429008e-01 0.7570992171
1961 158 10 3.801081e-01 0.6198918926
1962 158 11 5.532188e-01 0.4467811931
1963 158 12 4.505748e-01 0.5494252152
1964 158 13 1.257001e-01 0.8742999108
1965 158 14 6.054948e-01 0.3945052306
1966 158 15 6.736279e-01 0.3263721157
1967 158 16 6.770774e-01 0.3229225880
1968 159 1 7.523269e-01 0.2476730547
1969 159 2 6.222849e-01 0.3777150637
1970 159 3 8.525668e-01 0.1474331680
1971 159 4 4.630366e-01 0.5369633952
1972 159 5 4.743105e-01 0.5256894886
1973 159 6 7.868252e-01 0.2131748053
1974 159 7 4.826109e-01 0.5173891022
1975 159 8 4.450833e-01 0.5549167278
1976 159 9 5.196139e-01 0.4803860794
1977 159 10 2.800574e-01 0.7199426176
1978 159 11 4.141058e-01 0.5858941693
1979 160 1 8.207673e-01 0.1792326729
1980 160 2 5.571219e-01 0.4428780524
1981 160 3 2.187794e-01 0.7812206123
1982 160 4 4.505748e-01 0.5494252152
1983 160 5 6.537235e-01 0.3462764567
1984 160 6 3.817449e-01 0.6182551209
1985 160 7 1.037826e-01 0.8962173531
1986 160 8 6.354069e-01 0.3645930828
1987 160 9 5.918280e-01 0.4081720472
1988 160 10 5.934632e-01 0.4065368102
1989 160 11 4.922343e-01 0.5077657153
1990 160 12 2.571642e-01 0.7428358291
1991 160 13 3.719318e-01 0.6280682293
1992 160 14 5.369634e-01 0.4630366048
1993 160 15 7.365176e-01 0.2634824495
1994 161 1 9.282305e-01 0.0717695336
1995 161 2 7.217495e-01 0.2782505039
1996 161 3 4.879381e-01 0.5120618641
1997 161 4 6.202322e-01 0.3797677856
1998 161 5 3.889887e-01 0.6110113323
1999 161 6 6.843885e-01 0.3156114859
2000 161 7 2.321689e-01 0.7678311381
2001 161 8 4.215028e-01 0.5784971573
2002 161 9 7.414484e-01 0.2585515523
2003 162 1 7.978844e-02 0.9202115597
2004 162 2 8.189479e-01 0.1810521075
2005 162 3 5.851340e-01 0.4148660161
2006 162 4 3.743357e-01 0.6256642712
2007 162 5 6.910277e-01 0.3089722993
2008 162 6 2.918551e-01 0.7081449436
2009 162 7 7.761893e-01 0.2238107174
2010 162 8 3.883124e-01 0.6116876070
2011 162 9 5.589644e-01 0.4410355980
2012 162 10 7.529433e-01 0.2470567244
2013 162 11 8.322927e-01 0.1677073135
2014 162 12 7.772739e-01 0.2227261102
2015 162 13 2.742946e-01 0.7257053845
2016 162 14 6.418430e-01 0.3581570164
2017 162 15 4.099857e-01 0.5900143281
2018 162 16 3.899368e-01 0.6100632252
2019 163 1 8.156274e-01 0.1843725981
2020 163 2 6.537235e-01 0.3462764567
2021 163 3 8.253684e-01 0.1746316320
2022 163 4 4.406921e-01 0.5593078577
2023 163 5 6.384125e-01 0.3615874876
2024 163 6 6.537235e-01 0.3462764567
2025 163 7 5.739374e-01 0.4260625637
2026 163 8 8.357633e-01 0.1642366824
2027 163 9 2.803505e-01 0.7196494846
2028 164 1 1.841841e-01 0.8158158531
2029 164 2 7.217495e-01 0.2782505039
2030 164 3 2.585516e-01 0.7414484477
2031 164 4 2.321689e-01 0.7678311381
2032 164 5 4.879381e-01 0.5120618641
2033 164 6 6.222849e-01 0.3777150637
2034 164 7 5.451580e-01 0.4548420299
2035 164 8 3.797678e-01 0.6202322144
2036 164 9 3.462765e-01 0.6537235433
2037 164 10 4.548420e-01 0.5451579701
2038 164 11 5.120619e-01 0.4879381359
2039 164 12 5.571219e-01 0.4428780524
2040 165 1 8.444630e-01 0.1555369920
2041 165 2 2.651190e-01 0.7348809609
2042 165 3 7.414484e-01 0.2585515523
2043 165 4 1.484255e-01 0.8515745429
2044 165 5 5.494252e-01 0.4505747848
2045 165 6 4.548420e-01 0.5451579701
2046 165 7 8.209525e-01 0.1790475268
2047 165 8 6.035277e-01 0.3964722724
2048 165 9 4.081720e-01 0.5918279528
2049 165 10 5.571219e-01 0.4428780524
2050 165 11 3.889887e-01 0.6110113323
2051 165 12 4.376071e-01 0.5623928994
2052 165 13 6.997244e-01 0.3002755926
2053 165 14 3.070811e-01 0.6929188702
2054 165 15 5.077657e-01 0.4922342847
2055 165 16 4.879381e-01 0.5120618641
2056 166 1 1.888491e-01 0.8111508727
2057 166 2 4.348324e-01 0.5651675717
2058 166 3 4.746851e-01 0.5253148767
2059 166 4 3.462765e-01 0.6537235433
2060 166 5 5.081410e-01 0.4918589803
2061 166 6 7.738010e-01 0.2261990324
2062 166 7 5.081410e-01 0.4918589803
2063 166 8 6.222849e-01 0.3777150637
2064 166 9 3.699842e-01 0.6300158468
2065 167 1 9.988263e-01 0.0011737397
2066 167 2 1.943459e-01 0.8056540655
2067 167 3 3.685391e-02 0.9631460858
2068 167 4 8.339849e-01 0.1660151499
2069 167 5 3.582178e-01 0.6417821901
2070 167 6 3.509735e-01 0.6490265159
2071 167 7 9.343636e-01 0.0656363963
2072 167 8 2.933112e-01 0.7066887902
2073 167 9 9.229497e-01 0.0770502540
2074 167 10 5.824304e-01 0.4175696489
2075 167 11 3.089723e-01 0.6910277007
2076 167 12 7.562156e-01 0.2437843595
2077 167 13 6.296605e-01 0.3703394719
2078 168 1 2.719899e-01 0.7280101296
2079 168 2 1.290116e-01 0.8709884403
2080 168 3 5.707945e-01 0.4292055230
2081 168 4 3.210249e-01 0.6789751169
2082 168 5 2.002410e-01 0.7997590112
2083 168 6 4.047270e-01 0.5952730438
2084 168 7 3.719318e-01 0.6280682293
2085 168 8 4.450833e-01 0.5549167278
2086 168 9 2.291645e-01 0.7708355209
2087 168 10 5.525436e-02 0.9447456409
2088 168 11 4.803861e-01 0.5196139206
2089 168 12 7.869227e-01 0.2130772911
2090 168 13 1.867476e-01 0.8132523938
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2910 234 11 6.608778e-01 0.3391222194
2911 234 12 2.933112e-01 0.7066887902
2912 234 13 3.374368e-01 0.6625631592
2913 234 14 2.720095e-01 0.7279904964
2914 235 1 3.612614e-01 0.6387386228
2915 235 2 2.174284e-01 0.7825715552
2916 235 3 4.372549e-01 0.5627450996
2917 235 4 5.038252e-01 0.4961747545
2918 235 5 5.546371e-01 0.4453629436
2919 235 6 7.096100e-01 0.2903900150
2920 235 7 6.351410e-01 0.3648590290
2921 235 8 4.175696e-01 0.5824303511
2922 235 9 5.861699e-01 0.4138300844
2923 235 10 5.589644e-01 0.4410355980
2924 235 11 7.170711e-01 0.2829289472
2925 235 12 4.181045e-01 0.5818955313
2926 235 13 2.174284e-01 0.7825715552
2927 235 14 4.491548e-01 0.5508452445
2928 235 15 3.607484e-01 0.6392515613
2929 235 16 4.175696e-01 0.5824303511
choice prediction works
Code
predict(model, overview = TRUE)
Output
predicted
true bus car
bus 430 10
car 16 174
Code
predict(model, overview = FALSE)
Output
id idc bus car true predicted correct
1 1 1 1.00 0.00 bus bus TRUE
2 2 1 1.00 0.00 bus bus TRUE
3 2 2 0.01 0.99 car car TRUE
4 3 1 1.00 0.00 bus bus TRUE
5 3 2 0.00 1.00 car car TRUE
6 3 3 0.86 0.14 bus bus TRUE
7 4 1 0.00 1.00 car car TRUE
8 4 2 1.00 0.00 bus bus TRUE
9 4 3 0.00 1.00 car car TRUE
10 4 4 1.00 0.00 bus bus TRUE
11 5 1 1.00 0.00 bus bus TRUE
12 5 2 1.00 0.00 bus bus TRUE
13 5 3 1.00 0.00 bus bus TRUE
14 5 4 0.00 1.00 car car TRUE
15 5 5 0.10 0.90 car car TRUE
16 6 1 0.00 1.00 car car TRUE
17 6 2 1.00 0.00 bus bus TRUE
18 6 3 1.00 0.00 bus bus TRUE
19 6 4 0.00 1.00 car car TRUE
20 6 5 0.92 0.08 bus bus TRUE
21 6 6 1.00 0.00 bus bus TRUE
22 7 1 0.00 1.00 car car TRUE
23 7 2 1.00 0.00 bus bus TRUE
24 7 3 0.99 0.01 bus bus TRUE
25 7 4 1.00 0.00 bus bus TRUE
26 7 5 1.00 0.00 bus bus TRUE
27 7 6 0.00 1.00 car car TRUE
28 7 7 1.00 0.00 bus bus TRUE
29 8 1 0.88 0.12 bus bus TRUE
30 8 2 1.00 0.00 bus bus TRUE
31 8 3 1.00 0.00 bus bus TRUE
32 8 4 1.00 0.00 bus bus TRUE
33 8 5 1.00 0.00 bus bus TRUE
34 8 6 0.11 0.89 car car TRUE
35 8 7 0.99 0.01 bus bus TRUE
36 8 8 0.32 0.68 bus car FALSE
37 9 1 1.00 0.00 bus bus TRUE
38 9 2 1.00 0.00 bus bus TRUE
39 9 3 0.11 0.89 car car TRUE
40 9 4 1.00 0.00 bus bus TRUE
41 9 5 0.04 0.96 car car TRUE
42 9 6 0.11 0.89 bus car FALSE
43 9 7 1.00 0.00 bus bus TRUE
44 9 8 1.00 0.00 bus bus TRUE
45 9 9 0.00 1.00 car car TRUE
46 10 1 0.96 0.04 bus bus TRUE
47 10 2 0.02 0.98 car car TRUE
48 10 3 1.00 0.00 bus bus TRUE
49 10 4 1.00 0.00 bus bus TRUE
50 10 5 1.00 0.00 bus bus TRUE
51 10 6 1.00 0.00 bus bus TRUE
52 10 7 0.00 1.00 car car TRUE
53 10 8 1.00 0.00 bus bus TRUE
54 10 9 0.51 0.49 car bus FALSE
55 10 10 1.00 0.00 bus bus TRUE
56 11 1 0.72 0.28 bus bus TRUE
57 11 2 0.32 0.68 bus car FALSE
58 11 3 0.00 1.00 car car TRUE
59 11 4 0.00 1.00 car car TRUE
60 11 5 0.63 0.37 bus bus TRUE
61 11 6 1.00 0.00 bus bus TRUE
62 11 7 1.00 0.00 bus bus TRUE
63 11 8 0.00 1.00 car car TRUE
64 11 9 1.00 0.00 bus bus TRUE
65 11 10 0.01 0.99 car car TRUE
66 11 11 0.20 0.80 car car TRUE
67 12 1 0.92 0.08 bus bus TRUE
68 12 2 1.00 0.00 bus bus TRUE
69 12 3 0.00 1.00 car car TRUE
70 12 4 1.00 0.00 bus bus TRUE
71 12 5 1.00 0.00 bus bus TRUE
72 12 6 1.00 0.00 bus bus TRUE
73 12 7 1.00 0.00 bus bus TRUE
74 12 8 0.00 1.00 car car TRUE
75 12 9 1.00 0.00 bus bus TRUE
76 12 10 1.00 0.00 bus bus TRUE
77 12 11 1.00 0.00 bus bus TRUE
78 12 12 0.70 0.30 bus bus TRUE
79 13 1 0.94 0.06 bus bus TRUE
80 13 2 0.91 0.09 car bus FALSE
81 13 3 1.00 0.00 bus bus TRUE
82 13 4 0.00 1.00 car car TRUE
83 13 5 1.00 0.00 bus bus TRUE
84 13 6 0.79 0.21 bus bus TRUE
85 13 7 1.00 0.00 bus bus TRUE
86 13 8 0.00 1.00 car car TRUE
87 13 9 0.91 0.09 bus bus TRUE
88 13 10 0.00 1.00 car car TRUE
89 13 11 0.01 0.99 car car TRUE
90 13 12 1.00 0.00 bus bus TRUE
91 13 13 0.00 1.00 car car TRUE
92 14 1 1.00 0.00 bus bus TRUE
93 14 2 0.95 0.05 bus bus TRUE
94 14 3 1.00 0.00 bus bus TRUE
95 14 4 0.58 0.42 bus bus TRUE
96 14 5 0.00 1.00 car car TRUE
97 14 6 0.00 1.00 car car TRUE
98 14 7 0.13 0.87 car car TRUE
99 14 8 1.00 0.00 bus bus TRUE
100 14 9 1.00 0.00 bus bus TRUE
101 14 10 0.99 0.01 bus bus TRUE
102 14 11 1.00 0.00 bus bus TRUE
103 14 12 0.00 1.00 car car TRUE
104 14 13 1.00 0.00 bus bus TRUE
105 14 14 1.00 0.00 bus bus TRUE
106 15 1 0.52 0.48 car bus FALSE
107 15 2 1.00 0.00 bus bus TRUE
108 15 3 1.00 0.00 bus bus TRUE
109 15 4 1.00 0.00 bus bus TRUE
110 15 5 0.21 0.79 car car TRUE
111 15 6 1.00 0.00 bus bus TRUE
112 15 7 1.00 0.00 bus bus TRUE
113 15 8 1.00 0.00 bus bus TRUE
114 15 9 0.00 1.00 car car TRUE
115 15 10 0.99 0.01 bus bus TRUE
116 15 11 1.00 0.00 bus bus TRUE
117 15 12 1.00 0.00 bus bus TRUE
118 15 13 0.64 0.36 bus bus TRUE
119 15 14 1.00 0.00 bus bus TRUE
120 15 15 1.00 0.00 bus bus TRUE
121 16 1 0.89 0.11 bus bus TRUE
122 16 2 1.00 0.00 bus bus TRUE
123 16 3 1.00 0.00 bus bus TRUE
124 16 4 1.00 0.00 bus bus TRUE
125 16 5 1.00 0.00 bus bus TRUE
126 16 6 1.00 0.00 bus bus TRUE
127 16 7 0.66 0.34 bus bus TRUE
128 16 8 0.96 0.04 bus bus TRUE
129 16 9 1.00 0.00 bus bus TRUE
130 16 10 1.00 0.00 bus bus TRUE
131 16 11 0.99 0.01 bus bus TRUE
132 16 12 0.10 0.90 car car TRUE
133 16 13 1.00 0.00 bus bus TRUE
134 16 14 1.00 0.00 bus bus TRUE
135 16 15 1.00 0.00 bus bus TRUE
136 16 16 0.61 0.39 car bus FALSE
137 17 1 1.00 0.00 bus bus TRUE
138 17 2 1.00 0.00 bus bus TRUE
139 17 3 0.21 0.79 car car TRUE
140 17 4 1.00 0.00 bus bus TRUE
141 17 5 1.00 0.00 bus bus TRUE
142 17 6 0.00 1.00 car car TRUE
143 17 7 1.00 0.00 bus bus TRUE
144 17 8 1.00 0.00 bus bus TRUE
145 17 9 0.15 0.85 car car TRUE
146 17 10 0.00 1.00 car car TRUE
147 17 11 0.00 1.00 car car TRUE
148 17 12 1.00 0.00 bus bus TRUE
149 17 13 1.00 0.00 bus bus TRUE
150 17 14 0.00 1.00 car car TRUE
151 17 15 1.00 0.00 bus bus TRUE
152 17 16 0.99 0.01 bus bus TRUE
153 17 17 1.00 0.00 bus bus TRUE
154 18 1 0.93 0.07 bus bus TRUE
155 18 2 0.00 1.00 car car TRUE
156 18 3 1.00 0.00 bus bus TRUE
157 18 4 0.58 0.42 bus bus TRUE
158 18 5 1.00 0.00 bus bus TRUE
159 18 6 1.00 0.00 bus bus TRUE
160 18 7 0.00 1.00 car car TRUE
161 18 8 1.00 0.00 bus bus TRUE
162 18 9 0.00 1.00 car car TRUE
163 18 10 1.00 0.00 bus bus TRUE
164 18 11 0.12 0.88 car car TRUE
165 18 12 0.00 1.00 car car TRUE
166 18 13 1.00 0.00 bus bus TRUE
167 18 14 1.00 0.00 bus bus TRUE
168 18 15 1.00 0.00 bus bus TRUE
169 18 16 1.00 0.00 bus bus TRUE
170 18 17 1.00 0.00 bus bus TRUE
171 18 18 0.85 0.15 bus bus TRUE
172 19 1 1.00 0.00 bus bus TRUE
173 19 2 1.00 0.00 bus bus TRUE
174 19 3 0.95 0.05 bus bus TRUE
175 19 4 1.00 0.00 bus bus TRUE
176 19 5 0.00 1.00 car car TRUE
177 19 6 0.00 1.00 car car TRUE
178 19 7 0.00 1.00 car car TRUE
179 19 8 0.71 0.29 car bus FALSE
180 19 9 0.00 1.00 car car TRUE
181 19 10 1.00 0.00 bus bus TRUE
182 19 11 0.00 1.00 car car TRUE
183 19 12 1.00 0.00 bus bus TRUE
184 19 13 1.00 0.00 bus bus TRUE
185 19 14 1.00 0.00 bus bus TRUE
186 19 15 0.00 1.00 car car TRUE
187 19 16 1.00 0.00 bus bus TRUE
188 19 17 0.02 0.98 car car TRUE
189 19 18 1.00 0.00 bus bus TRUE
190 19 19 1.00 0.00 bus bus TRUE
191 20 1 1.00 0.00 bus bus TRUE
192 20 2 0.00 1.00 car car TRUE
193 20 3 1.00 0.00 bus bus TRUE
194 20 4 0.00 1.00 car car TRUE
195 20 5 1.00 0.00 bus bus TRUE
196 20 6 0.98 0.02 bus bus TRUE
197 20 7 0.25 0.75 car car TRUE
198 20 8 1.00 0.00 bus bus TRUE
199 20 9 0.06 0.94 car car TRUE
200 20 10 1.00 0.00 bus bus TRUE
201 20 11 1.00 0.00 bus bus TRUE
202 20 12 0.98 0.02 bus bus TRUE
203 20 13 1.00 0.00 bus bus TRUE
204 20 14 0.05 0.95 car car TRUE
205 20 15 0.52 0.48 bus bus TRUE
206 20 16 0.00 1.00 car car TRUE
207 20 17 0.97 0.03 bus bus TRUE
208 20 18 1.00 0.00 bus bus TRUE
209 20 19 1.00 0.00 bus bus TRUE
210 20 20 1.00 0.00 bus bus TRUE
211 21 1 1.00 0.00 bus bus TRUE
212 21 2 0.00 1.00 car car TRUE
213 21 3 0.00 1.00 car car TRUE
214 21 4 1.00 0.00 bus bus TRUE
215 21 5 1.00 0.00 bus bus TRUE
216 21 6 1.00 0.00 bus bus TRUE
217 21 7 0.00 1.00 car car TRUE
218 21 8 1.00 0.00 bus bus TRUE
219 21 9 1.00 0.00 bus bus TRUE
220 21 10 0.00 1.00 car car TRUE
221 21 11 1.00 0.00 bus bus TRUE
222 21 12 0.02 0.98 car car TRUE
223 21 13 0.99 0.01 bus bus TRUE
224 21 14 0.99 0.01 bus bus TRUE
225 21 15 0.00 1.00 car car TRUE
226 21 16 1.00 0.00 bus bus TRUE
227 21 17 0.98 0.02 bus bus TRUE
228 21 18 0.12 0.88 car car TRUE
229 21 19 1.00 0.00 bus bus TRUE
230 21 20 0.00 1.00 car car TRUE
231 21 21 0.86 0.14 car bus FALSE
232 22 1 0.63 0.37 bus bus TRUE
233 22 2 1.00 0.00 bus bus TRUE
234 22 3 1.00 0.00 bus bus TRUE
235 22 4 0.00 1.00 car car TRUE
236 22 5 1.00 0.00 bus bus TRUE
237 22 6 1.00 0.00 bus bus TRUE
238 22 7 1.00 0.00 bus bus TRUE
239 22 8 0.90 0.10 bus bus TRUE
240 22 9 1.00 0.00 bus bus TRUE
241 22 10 0.75 0.25 bus bus TRUE
242 22 11 1.00 0.00 bus bus TRUE
243 22 12 1.00 0.00 bus bus TRUE
244 22 13 0.00 1.00 car car TRUE
245 22 14 0.94 0.06 car bus FALSE
246 22 15 1.00 0.00 bus bus TRUE
247 22 16 0.85 0.15 bus bus TRUE
248 22 17 1.00 0.00 bus bus TRUE
249 22 18 0.51 0.49 bus bus TRUE
250 22 19 1.00 0.00 bus bus TRUE
251 22 20 0.00 1.00 car car TRUE
252 22 21 1.00 0.00 bus bus TRUE
253 22 22 0.04 0.96 car car TRUE
254 23 1 1.00 0.00 bus bus TRUE
255 23 2 1.00 0.00 bus bus TRUE
256 23 3 0.00 1.00 car car TRUE
257 23 4 0.01 0.99 car car TRUE
258 23 5 1.00 0.00 bus bus TRUE
259 23 6 0.00 1.00 car car TRUE
260 23 7 1.00 0.00 bus bus TRUE
261 23 8 0.78 0.22 bus bus TRUE
262 23 9 1.00 0.00 bus bus TRUE
263 23 10 1.00 0.00 bus bus TRUE
264 23 11 1.00 0.00 bus bus TRUE
265 23 12 0.61 0.39 bus bus TRUE
266 23 13 0.01 0.99 car car TRUE
267 23 14 0.33 0.67 car car TRUE
268 23 15 0.02 0.98 car car TRUE
269 23 16 1.00 0.00 bus bus TRUE
270 23 17 1.00 0.00 bus bus TRUE
271 23 18 0.71 0.29 car bus FALSE
272 23 19 0.06 0.94 car car TRUE
273 23 20 0.00 1.00 car car TRUE
274 23 21 0.00 1.00 car car TRUE
275 23 22 1.00 0.00 bus bus TRUE
276 23 23 1.00 0.00 bus bus TRUE
277 24 1 0.95 0.05 bus bus TRUE
278 24 2 0.00 1.00 car car TRUE
279 24 3 0.00 1.00 car car TRUE
280 24 4 0.25 0.75 car car TRUE
281 24 5 1.00 0.00 bus bus TRUE
282 24 6 0.98 0.02 bus bus TRUE
283 24 7 1.00 0.00 bus bus TRUE
284 24 8 1.00 0.00 bus bus TRUE
285 24 9 1.00 0.00 bus bus TRUE
286 24 10 0.19 0.81 car car TRUE
287 24 11 1.00 0.00 bus bus TRUE
288 24 12 1.00 0.00 bus bus TRUE
289 24 13 1.00 0.00 bus bus TRUE
290 24 14 0.00 1.00 car car TRUE
291 24 15 1.00 0.00 bus bus TRUE
292 24 16 0.00 1.00 car car TRUE
293 24 17 1.00 0.00 bus bus TRUE
294 24 18 0.88 0.12 bus bus TRUE
295 24 19 1.00 0.00 bus bus TRUE
296 24 20 0.99 0.01 bus bus TRUE
297 24 21 0.98 0.02 bus bus TRUE
298 24 22 0.44 0.56 car car TRUE
299 24 23 0.99 0.01 bus bus TRUE
300 24 24 0.03 0.97 car car TRUE
301 25 1 1.00 0.00 bus bus TRUE
302 25 2 0.00 1.00 car car TRUE
303 25 3 1.00 0.00 bus bus TRUE
304 25 4 1.00 0.00 bus bus TRUE
305 25 5 0.02 0.98 car car TRUE
306 25 6 0.00 1.00 car car TRUE
307 25 7 0.18 0.82 car car TRUE
308 25 8 1.00 0.00 bus bus TRUE
309 25 9 1.00 0.00 bus bus TRUE
310 25 10 0.72 0.28 bus bus TRUE
311 25 11 0.00 1.00 car car TRUE
312 25 12 0.99 0.01 bus bus TRUE
313 25 13 1.00 0.00 bus bus TRUE
314 25 14 1.00 0.00 bus bus TRUE
315 25 15 1.00 0.00 bus bus TRUE
316 25 16 1.00 0.00 bus bus TRUE
317 25 17 1.00 0.00 bus bus TRUE
318 25 18 0.00 1.00 car car TRUE
319 25 19 1.00 0.00 bus bus TRUE
320 25 20 1.00 0.00 bus bus TRUE
321 25 21 1.00 0.00 bus bus TRUE
322 25 22 1.00 0.00 bus bus TRUE
323 25 23 0.81 0.19 bus bus TRUE
324 25 24 0.01 0.99 car car TRUE
325 25 25 1.00 0.00 bus bus TRUE
326 26 1 0.05 0.95 car car TRUE
327 26 2 1.00 0.00 bus bus TRUE
328 26 3 1.00 0.00 bus bus TRUE
329 26 4 0.92 0.08 bus bus TRUE
330 26 5 1.00 0.00 bus bus TRUE
331 26 6 1.00 0.00 bus bus TRUE
332 26 7 0.99 0.01 bus bus TRUE
333 26 8 1.00 0.00 bus bus TRUE
334 26 9 0.00 1.00 car car TRUE
335 26 10 1.00 0.00 bus bus TRUE
336 26 11 1.00 0.00 bus bus TRUE
337 26 12 1.00 0.00 bus bus TRUE
338 26 13 0.00 1.00 car car TRUE
339 26 14 0.04 0.96 car car TRUE
340 26 15 0.00 1.00 car car TRUE
341 26 16 0.00 1.00 car car TRUE
342 26 17 0.00 1.00 car car TRUE
343 26 18 1.00 0.00 bus bus TRUE
344 26 19 0.93 0.07 bus bus TRUE
345 26 20 0.79 0.21 bus bus TRUE
346 26 21 1.00 0.00 bus bus TRUE
347 26 22 0.86 0.14 bus bus TRUE
348 26 23 1.00 0.00 bus bus TRUE
349 26 24 0.73 0.27 car bus FALSE
350 26 25 1.00 0.00 bus bus TRUE
351 26 26 1.00 0.00 bus bus TRUE
352 27 1 0.35 0.65 car car TRUE
353 27 2 1.00 0.00 bus bus TRUE
354 27 3 0.01 0.99 car car TRUE
355 27 4 0.00 1.00 car car TRUE
356 27 5 1.00 0.00 bus bus TRUE
357 27 6 0.99 0.01 bus bus TRUE
358 27 7 1.00 0.00 bus bus TRUE
359 27 8 1.00 0.00 bus bus TRUE
360 27 9 1.00 0.00 bus bus TRUE
361 27 10 0.42 0.58 bus car FALSE
362 27 11 0.04 0.96 car car TRUE
363 27 12 1.00 0.00 bus bus TRUE
364 27 13 0.00 1.00 car car TRUE
365 27 14 0.99 0.01 bus bus TRUE
366 27 15 0.99 0.01 bus bus TRUE
367 27 16 0.00 1.00 car car TRUE
368 27 17 1.00 0.00 bus bus TRUE
369 27 18 1.00 0.00 bus bus TRUE
370 27 19 0.27 0.73 car car TRUE
371 27 20 0.96 0.04 bus bus TRUE
372 27 21 0.00 1.00 car car TRUE
373 27 22 1.00 0.00 bus bus TRUE
374 27 23 0.99 0.01 bus bus TRUE
375 27 24 1.00 0.00 bus bus TRUE
376 27 25 0.90 0.10 bus bus TRUE
377 27 26 1.00 0.00 bus bus TRUE
378 27 27 0.51 0.49 bus bus TRUE
379 28 1 0.98 0.02 bus bus TRUE
380 28 2 1.00 0.00 bus bus TRUE
381 28 3 0.84 0.16 bus bus TRUE
382 28 4 0.68 0.32 car bus FALSE
383 28 5 1.00 0.00 bus bus TRUE
384 28 6 0.99 0.01 bus bus TRUE
385 28 7 1.00 0.00 bus bus TRUE
386 28 8 1.00 0.00 bus bus TRUE
387 28 9 0.37 0.63 car car TRUE
388 28 10 1.00 0.00 bus bus TRUE
389 28 11 1.00 0.00 bus bus TRUE
390 28 12 0.01 0.99 car car TRUE
391 28 13 1.00 0.00 bus bus TRUE
392 28 14 1.00 0.00 bus bus TRUE
393 28 15 1.00 0.00 bus bus TRUE
394 28 16 0.00 1.00 car car TRUE
395 28 17 0.99 0.01 bus bus TRUE
396 28 18 1.00 0.00 bus bus TRUE
397 28 19 1.00 0.00 bus bus TRUE
398 28 20 0.00 1.00 car car TRUE
399 28 21 1.00 0.00 bus bus TRUE
400 28 22 1.00 0.00 bus bus TRUE
401 28 23 1.00 0.00 bus bus TRUE
402 28 24 1.00 0.00 bus bus TRUE
403 28 25 0.00 1.00 car car TRUE
404 28 26 0.99 0.01 bus bus TRUE
405 28 27 1.00 0.00 bus bus TRUE
406 28 28 0.00 1.00 car car TRUE
407 29 1 1.00 0.00 bus bus TRUE
408 29 2 1.00 0.00 bus bus TRUE
409 29 3 1.00 0.00 bus bus TRUE
410 29 4 0.98 0.02 bus bus TRUE
411 29 5 0.61 0.39 car bus FALSE
412 29 6 1.00 0.00 bus bus TRUE
413 29 7 1.00 0.00 bus bus TRUE
414 29 8 1.00 0.00 bus bus TRUE
415 29 9 0.32 0.68 car car TRUE
416 29 10 0.00 1.00 car car TRUE
417 29 11 1.00 0.00 bus bus TRUE
418 29 12 1.00 0.00 bus bus TRUE
419 29 13 1.00 0.00 bus bus TRUE
420 29 14 0.96 0.04 bus bus TRUE
421 29 15 1.00 0.00 bus bus TRUE
422 29 16 1.00 0.00 bus bus TRUE
423 29 17 1.00 0.00 bus bus TRUE
424 29 18 1.00 0.00 bus bus TRUE
425 29 19 1.00 0.00 bus bus TRUE
426 29 20 0.00 1.00 car car TRUE
427 29 21 0.00 1.00 car car TRUE
428 29 22 0.55 0.45 bus bus TRUE
429 29 23 0.99 0.01 bus bus TRUE
430 29 24 1.00 0.00 bus bus TRUE
431 29 25 1.00 0.00 bus bus TRUE
432 29 26 1.00 0.00 bus bus TRUE
433 29 27 1.00 0.00 bus bus TRUE
434 29 28 0.42 0.58 bus car FALSE
435 29 29 1.00 0.00 bus bus TRUE
436 30 1 0.33 0.67 bus car FALSE
437 30 2 0.00 1.00 car car TRUE
438 30 3 0.90 0.10 bus bus TRUE
439 30 4 0.00 1.00 car car TRUE
440 30 5 0.00 1.00 car car TRUE
441 30 6 1.00 0.00 bus bus TRUE
442 30 7 0.00 1.00 car car TRUE
443 30 8 0.96 0.04 bus bus TRUE
444 30 9 1.00 0.00 bus bus TRUE
445 30 10 0.97 0.03 bus bus TRUE
446 30 11 1.00 0.00 bus bus TRUE
447 30 12 0.00 1.00 car car TRUE
448 30 13 1.00 0.00 bus bus TRUE
449 30 14 0.00 1.00 car car TRUE
450 30 15 0.00 1.00 car car TRUE
451 30 16 1.00 0.00 bus bus TRUE
452 30 17 1.00 0.00 bus bus TRUE
453 30 18 1.00 0.00 bus bus TRUE
454 30 19 0.39 0.61 car car TRUE
455 30 20 0.02 0.98 car car TRUE
456 30 21 0.00 1.00 car car TRUE
457 30 22 1.00 0.00 bus bus TRUE
458 30 23 1.00 0.00 bus bus TRUE
459 30 24 1.00 0.00 bus bus TRUE
460 30 25 0.00 1.00 car car TRUE
461 30 26 1.00 0.00 bus bus TRUE
462 30 27 0.09 0.91 car car TRUE
463 30 28 1.00 0.00 bus bus TRUE
464 30 29 0.02 0.98 car car TRUE
465 30 30 0.86 0.14 bus bus TRUE
466 31 1 1.00 0.00 bus bus TRUE
467 31 2 0.73 0.27 bus bus TRUE
468 31 3 1.00 0.00 bus bus TRUE
469 31 4 0.60 0.40 bus bus TRUE
470 31 5 1.00 0.00 bus bus TRUE
471 31 6 1.00 0.00 bus bus TRUE
472 31 7 1.00 0.00 bus bus TRUE
473 31 8 1.00 0.00 bus bus TRUE
474 31 9 0.00 1.00 car car TRUE
475 31 10 1.00 0.00 bus bus TRUE
476 31 11 0.03 0.97 car car TRUE
477 31 12 1.00 0.00 bus bus TRUE
478 31 13 0.00 1.00 car car TRUE
479 31 14 0.29 0.71 bus car FALSE
480 31 15 0.99 0.01 bus bus TRUE
481 31 16 0.99 0.01 bus bus TRUE
482 31 17 0.74 0.26 car bus FALSE
483 31 18 0.95 0.05 bus bus TRUE
484 31 19 0.00 1.00 car car TRUE
485 31 20 0.00 1.00 car car TRUE
486 31 21 0.99 0.01 bus bus TRUE
487 31 22 1.00 0.00 bus bus TRUE
488 31 23 0.49 0.51 car car TRUE
489 31 24 1.00 0.00 bus bus TRUE
490 31 25 1.00 0.00 bus bus TRUE
491 31 26 1.00 0.00 bus bus TRUE
492 31 27 1.00 0.00 bus bus TRUE
493 31 28 1.00 0.00 bus bus TRUE
494 31 29 0.01 0.99 car car TRUE
495 31 30 1.00 0.00 bus bus TRUE
496 31 31 1.00 0.00 bus bus TRUE
497 32 1 1.00 0.00 bus bus TRUE
498 32 2 0.89 0.11 bus bus TRUE
499 32 3 1.00 0.00 bus bus TRUE
500 32 4 0.00 1.00 car car TRUE
501 32 5 0.00 1.00 car car TRUE
502 32 6 1.00 0.00 bus bus TRUE
503 32 7 0.02 0.98 car car TRUE
504 32 8 0.00 1.00 car car TRUE
505 32 9 1.00 0.00 bus bus TRUE
506 32 10 1.00 0.00 bus bus TRUE
507 32 11 0.02 0.98 car car TRUE
508 32 12 0.00 1.00 car car TRUE
509 32 13 1.00 0.00 bus bus TRUE
510 32 14 1.00 0.00 bus bus TRUE
511 32 15 1.00 0.00 bus bus TRUE
512 32 16 1.00 0.00 bus bus TRUE
513 32 17 1.00 0.00 bus bus TRUE
514 32 18 1.00 0.00 bus bus TRUE
515 32 19 1.00 0.00 bus bus TRUE
516 32 20 1.00 0.00 bus bus TRUE
517 32 21 0.03 0.97 car car TRUE
518 32 22 0.30 0.70 car car TRUE
519 32 23 1.00 0.00 bus bus TRUE
520 32 24 1.00 0.00 bus bus TRUE
521 32 25 0.00 1.00 car car TRUE
522 32 26 1.00 0.00 bus bus TRUE
523 32 27 1.00 0.00 bus bus TRUE
524 32 28 1.00 0.00 bus bus TRUE
525 32 29 0.11 0.89 car car TRUE
526 32 30 1.00 0.00 bus bus TRUE
527 32 31 1.00 0.00 bus bus TRUE
528 32 32 1.00 0.00 bus bus TRUE
529 33 1 1.00 0.00 bus bus TRUE
530 33 2 1.00 0.00 bus bus TRUE
531 33 3 0.94 0.06 car bus FALSE
532 33 4 1.00 0.00 bus bus TRUE
533 33 5 0.00 1.00 car car TRUE
534 33 6 0.18 0.82 car car TRUE
535 33 7 0.31 0.69 car car TRUE
536 33 8 0.99 0.01 bus bus TRUE
537 33 9 1.00 0.00 bus bus TRUE
538 33 10 0.92 0.08 bus bus TRUE
539 33 11 1.00 0.00 bus bus TRUE
540 33 12 0.25 0.75 car car TRUE
541 33 13 1.00 0.00 bus bus TRUE
542 33 14 0.70 0.30 bus bus TRUE
543 33 15 0.98 0.02 bus bus TRUE
544 33 16 1.00 0.00 bus bus TRUE
545 33 17 1.00 0.00 bus bus TRUE
546 33 18 0.00 1.00 car car TRUE
547 33 19 1.00 0.00 bus bus TRUE
548 33 20 0.00 1.00 car car TRUE
549 33 21 0.01 0.99 car car TRUE
550 33 22 0.99 0.01 bus bus TRUE
551 33 23 1.00 0.00 bus bus TRUE
552 33 24 1.00 0.00 bus bus TRUE
553 33 25 1.00 0.00 bus bus TRUE
554 33 26 0.00 1.00 car car TRUE
555 33 27 1.00 0.00 bus bus TRUE
556 33 28 0.99 0.01 bus bus TRUE
557 33 29 1.00 0.00 bus bus TRUE
558 33 30 0.83 0.17 bus bus TRUE
559 33 31 1.00 0.00 bus bus TRUE
560 33 32 1.00 0.00 bus bus TRUE
561 33 33 0.00 1.00 car car TRUE
562 34 1 0.00 1.00 car car TRUE
563 34 2 1.00 0.00 bus bus TRUE
564 34 3 1.00 0.00 bus bus TRUE
565 34 4 1.00 0.00 bus bus TRUE
566 34 5 0.40 0.60 bus car FALSE
567 34 6 0.00 1.00 car car TRUE
568 34 7 0.10 0.90 car car TRUE
569 34 8 1.00 0.00 bus bus TRUE
570 34 9 0.99 0.01 bus bus TRUE
571 34 10 1.00 0.00 bus bus TRUE
572 34 11 1.00 0.00 bus bus TRUE
573 34 12 0.91 0.09 bus bus TRUE
574 34 13 1.00 0.00 bus bus TRUE
575 34 14 1.00 0.00 bus bus TRUE
576 34 15 1.00 0.00 bus bus TRUE
577 34 16 1.00 0.00 bus bus TRUE
578 34 17 0.90 0.10 bus bus TRUE
579 34 18 0.92 0.08 bus bus TRUE
580 34 19 0.51 0.49 bus bus TRUE
581 34 20 1.00 0.00 bus bus TRUE
582 34 21 0.94 0.06 bus bus TRUE
583 34 22 1.00 0.00 bus bus TRUE
584 34 23 0.00 1.00 car car TRUE
585 34 24 1.00 0.00 bus bus TRUE
586 34 25 1.00 0.00 bus bus TRUE
587 34 26 0.04 0.96 car car TRUE
588 34 27 0.98 0.02 bus bus TRUE
589 34 28 1.00 0.00 bus bus TRUE
590 34 29 1.00 0.00 bus bus TRUE
591 34 30 0.55 0.45 bus bus TRUE
592 34 31 1.00 0.00 bus bus TRUE
593 34 32 1.00 0.00 bus bus TRUE
594 34 33 0.00 1.00 car car TRUE
595 34 34 0.08 0.92 bus car FALSE
596 35 1 0.00 1.00 car car TRUE
597 35 2 0.81 0.19 car bus FALSE
598 35 3 0.99 0.01 bus bus TRUE
599 35 4 1.00 0.00 bus bus TRUE
600 35 5 0.63 0.37 car bus FALSE
601 35 6 1.00 0.00 bus bus TRUE
602 35 7 1.00 0.00 bus bus TRUE
603 35 8 1.00 0.00 bus bus TRUE
604 35 9 0.99 0.01 bus bus TRUE
605 35 10 0.99 0.01 bus bus TRUE
606 35 11 0.00 1.00 car car TRUE
607 35 12 1.00 0.00 bus bus TRUE
608 35 13 1.00 0.00 bus bus TRUE
609 35 14 1.00 0.00 bus bus TRUE
610 35 15 0.99 0.01 bus bus TRUE
611 35 16 1.00 0.00 bus bus TRUE
612 35 17 1.00 0.00 bus bus TRUE
613 35 18 0.59 0.41 bus bus TRUE
614 35 19 0.89 0.11 bus bus TRUE
615 35 20 0.00 1.00 car car TRUE
616 35 21 0.04 0.96 car car TRUE
617 35 22 0.00 1.00 car car TRUE
618 35 23 0.58 0.42 car bus FALSE
619 35 24 0.00 1.00 car car TRUE
620 35 25 0.36 0.64 bus car FALSE
621 35 26 1.00 0.00 bus bus TRUE
622 35 27 0.82 0.18 bus bus TRUE
623 35 28 0.18 0.82 car car TRUE
624 35 29 0.98 0.02 bus bus TRUE
625 35 30 0.07 0.93 car car TRUE
626 35 31 1.00 0.00 bus bus TRUE
627 35 32 0.80 0.20 bus bus TRUE
628 35 33 0.00 1.00 car car TRUE
629 35 34 0.83 0.17 bus bus TRUE
630 35 35 1.00 0.00 bus bus TRUE
Code
predict(model, data = data$test, overview = TRUE)
Output
predicted
true bus car
bus 435 7
car 15 188
preference classification works
Code
classification(model, add_true = TRUE)
Output
1 2 est true
1 0.054 0.946 2 2
2 0.992 0.008 1 1
3 0.996 0.004 1 1
4 0.004 0.996 2 2
5 0.002 0.998 2 2
6 1.000 0.000 1 1
7 0.480 0.520 2 2
8 0.998 0.002 1 1
9 0.998 0.002 1 1
10 0.996 0.004 1 1
11 0.972 0.028 1 1
12 0.992 0.008 1 1
13 1.000 0.000 1 1
14 0.996 0.004 1 1
15 1.000 0.000 1 1
16 0.026 0.974 2 2
17 0.954 0.046 1 1
18 0.912 0.088 1 1
19 0.986 0.014 1 1
20 0.992 0.008 1 1
21 0.988 0.012 1 1
22 0.998 0.002 1 1
23 0.258 0.742 2 2
24 0.934 0.066 1 1
25 0.012 0.988 2 2
26 0.990 0.010 1 1
27 0.110 0.890 2 2
28 0.978 0.022 1 1
29 1.000 0.000 1 1
30 0.936 0.064 1 1
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choice probabilities can be computed
Code
choice_probabilities(model_train)
Output
id idc A B
1 1 1 9.147686e-01 0.0852313663
2 1 2 6.367320e-01 0.3632680370
3 1 3 7.903149e-01 0.2096850859
4 1 4 1.806368e-01 0.8193632328
5 1 5 5.486119e-01 0.4513880615
6 1 6 1.315697e-01 0.8684303160
7 1 7 5.390419e-01 0.4609580701
8 1 8 7.609910e-01 0.2390089637
9 1 9 5.515433e-01 0.4484566859
10 1 10 5.871328e-01 0.4128672302
11 2 1 8.908620e-01 0.1091379634
12 2 2 4.548420e-01 0.5451579701
13 2 3 5.371805e-01 0.4628195306
14 2 4 4.215028e-01 0.5784971573
15 2 5 2.935305e-01 0.7064695043
16 2 6 4.084195e-01 0.5915805217
17 2 7 5.784972e-01 0.4215028427
18 2 8 5.451580e-01 0.4548420299
19 2 9 4.084195e-01 0.5915805217
20 2 10 3.777151e-01 0.6222849363
21 2 11 3.650285e-01 0.6349714637
22 3 1 8.350759e-01 0.1649241199
23 3 2 4.038461e-01 0.5961539438
24 3 3 4.395980e-01 0.5604020038
25 3 4 7.105157e-01 0.2894843285
26 3 5 5.633621e-01 0.4366379229
27 3 6 4.936880e-01 0.5063120392
28 3 7 6.537235e-01 0.3462764567
29 3 8 4.366379e-01 0.5633620771
30 3 9 4.428781e-01 0.5571219476
31 3 10 3.777151e-01 0.6222849363
32 3 11 7.161751e-01 0.2838248572
33 4 1 3.685779e-01 0.6314221194
34 4 2 5.077657e-01 0.4922342847
35 4 3 6.627925e-01 0.3372075000
36 4 4 7.572557e-01 0.2427443409
37 4 5 3.091727e-01 0.6908273427
38 4 6 4.503497e-01 0.5496503271
39 4 7 4.126275e-01 0.5873725182
40 4 8 5.315049e-01 0.4684950746
41 4 9 3.587209e-01 0.6412790662
42 4 10 3.106837e-01 0.6893163077
43 4 11 3.632938e-01 0.6367062137
44 4 12 3.175908e-01 0.6824091752
45 4 13 4.740841e-01 0.5259158771
46 4 14 6.773855e-01 0.3226145047
47 4 15 3.907344e-01 0.6092656457
48 5 1 4.430163e-02 0.9556983724
49 5 2 5.507306e-01 0.4492694149
50 5 3 3.639304e-01 0.6360696435
51 5 4 5.145523e-01 0.4854477105
52 5 5 1.896032e-01 0.8103967526
53 5 6 5.759307e-02 0.9424069264
54 5 7 2.432315e-01 0.7567684656
55 5 8 1.282002e-01 0.8717997920
56 5 9 7.764874e-01 0.2235125739
57 5 10 5.599304e-01 0.4400695710
58 5 11 7.466958e-01 0.2533042275
59 5 12 3.639304e-01 0.6360696435
60 5 13 6.599810e-01 0.3400190168
61 5 14 3.089723e-01 0.6910277007
62 5 15 1.811011e-01 0.8188988671
63 6 1 5.612427e-02 0.9438757304
64 6 2 9.507944e-01 0.0492055635
65 6 3 6.847230e-01 0.3152770292
66 6 4 6.149711e-01 0.3850288964
67 6 5 3.385189e-01 0.6614810577
68 6 6 8.983156e-01 0.1016844368
69 6 7 5.256895e-01 0.4743105114
70 6 8 1.390198e-01 0.8609802235
71 6 9 1.252424e-01 0.8747575527
72 7 1 8.996844e-01 0.1003155645
73 7 2 6.878922e-01 0.3121077829
74 7 3 4.292055e-01 0.5707944770
75 7 4 4.803861e-01 0.5196139206
76 7 5 3.965440e-01 0.6034559825
77 7 6 2.622176e-01 0.7377823744
78 7 7 4.903725e-01 0.5096274718
79 7 8 3.777151e-01 0.6222849363
80 8 1 9.366183e-01 0.0633816881
81 8 2 3.922411e-02 0.9607758941
82 8 3 9.443021e-01 0.0556978988
83 8 4 3.443638e-01 0.6556361858
84 8 5 2.308031e-01 0.7691969020
85 8 6 9.137742e-01 0.0862257614
86 8 7 7.869768e-01 0.2130231913
87 8 8 7.350518e-01 0.2649481889
88 9 1 2.394929e-02 0.9760507080
89 9 2 7.591325e-01 0.2408674795
90 9 3 5.834634e-01 0.4165365882
91 9 4 7.110793e-01 0.2889207181
92 9 5 7.542939e-01 0.2457060752
93 9 6 5.808616e-01 0.4191383906
94 9 7 3.622533e-01 0.6377467068
95 9 8 9.272161e-01 0.0727838772
96 9 9 2.321861e-01 0.7678138799
97 9 10 2.200661e-01 0.7799339255
98 9 11 2.471781e-01 0.7528218906
99 9 12 5.018622e-01 0.4981378061
100 10 1 3.674357e-02 0.9632564264
101 10 2 7.652079e-01 0.2347920555
102 10 3 9.641802e-01 0.0358198484
103 10 4 9.172091e-01 0.0827908738
104 10 5 9.845306e-01 0.0154693600
105 10 6 5.160745e-01 0.4839254901
106 10 7 2.408133e-01 0.7591867347
107 10 8 8.082594e-01 0.1917405977
108 10 9 2.800574e-01 0.7199426176
109 10 10 5.077657e-01 0.4922342847
110 10 11 7.652079e-01 0.2347920555
111 10 12 2.288550e-01 0.7711449863
112 11 1 1.310205e-01 0.8689794948
113 11 2 5.256895e-01 0.4743105114
114 11 3 1.573489e-01 0.8426511378
115 11 4 5.811749e-01 0.4188251052
116 11 5 5.475134e-01 0.4524866456
117 11 6 5.424418e-01 0.4575581840
118 11 7 3.734126e-01 0.6265873523
119 12 1 7.612033e-01 0.2387967462
120 12 2 3.630112e-01 0.6369887554
121 12 3 3.391222e-01 0.6608777806
122 12 4 5.251441e-01 0.4748558524
123 12 5 6.296917e-01 0.3703083083
124 12 6 6.942799e-01 0.3057201250
125 12 7 6.056381e-01 0.3943619452
126 12 8 1.361524e-01 0.8638476350
127 12 9 5.476095e-01 0.4523905210
128 12 10 8.119184e-01 0.1880816110
129 12 11 7.035251e-01 0.2964748587
130 12 12 5.256895e-01 0.4743105114
131 12 13 6.051108e-01 0.3948892208
132 12 14 6.051108e-01 0.3948892208
133 13 1 2.784881e-01 0.7215119385
134 13 2 1.250320e-01 0.8749680190
135 13 3 8.911421e-01 0.1088578518
136 13 4 7.483865e-01 0.2516134975
137 13 5 9.365100e-01 0.0634899920
138 13 6 5.900143e-01 0.4099856719
139 13 7 3.380817e-01 0.6619183267
140 13 8 3.089723e-01 0.6910277007
141 13 9 9.158638e-01 0.0841362491
142 13 10 7.858956e-01 0.2141044043
143 13 11 6.061737e-01 0.3938262736
144 13 12 3.844386e-01 0.6155614092
145 13 13 1.677073e-01 0.8322926865
146 13 14 4.410356e-01 0.5589644020
147 14 1 1.581238e-01 0.8418762146
148 14 2 4.505748e-01 0.5494252152
149 14 3 3.899368e-01 0.6100632252
150 14 4 5.616976e-01 0.4383024438
151 14 5 7.761893e-01 0.2238107174
152 14 6 1.571031e-01 0.8428968766
153 14 7 3.743357e-01 0.6256642712
154 14 8 7.257054e-01 0.2742946155
155 14 9 5.616976e-01 0.4383024438
156 14 10 3.437230e-01 0.6562769687
157 14 11 1.151180e-01 0.8848819589
158 14 12 9.260235e-01 0.0739765061
159 14 13 7.536572e-01 0.2463428078
160 14 14 3.883124e-01 0.6116876070
161 15 1 4.775378e-02 0.9522462223
162 15 2 2.803505e-01 0.7196494846
163 15 3 5.739374e-01 0.4260625637
164 15 4 8.141485e-01 0.1858514961
165 15 5 5.571219e-01 0.4428780524
166 15 6 3.462765e-01 0.6537235433
167 15 7 6.907210e-01 0.3092790267
168 15 8 6.222849e-01 0.3777150637
169 15 9 6.907210e-01 0.3092790267
170 15 10 5.921660e-01 0.4078340442
171 16 1 1.248146e-01 0.8751854376
172 16 2 2.508071e-01 0.7491929258
173 16 3 5.454385e-01 0.4545615148
174 16 4 8.093216e-01 0.1906783770
175 16 5 7.348810e-01 0.2651190391
176 16 6 4.505748e-01 0.5494252152
177 16 7 7.414484e-01 0.2585515523
178 16 8 6.273527e-01 0.3726473003
179 16 9 1.010732e-01 0.8989267557
180 16 10 6.733056e-01 0.3266944447
181 17 1 1.502982e-01 0.8497018308
182 17 2 2.933112e-01 0.7066887902
183 17 3 2.516135e-01 0.7483865025
184 17 4 2.106189e-01 0.7893810524
185 17 5 1.213658e-01 0.8786342153
186 17 6 7.338337e-01 0.2661662556
187 17 7 3.845719e-01 0.6154280851
188 17 8 3.579623e-01 0.6420377494
189 17 9 2.836522e-01 0.7163477525
190 17 10 6.027758e-01 0.3972242452
191 17 11 6.296605e-01 0.3703394719
192 17 12 4.463634e-01 0.5536365570
193 17 13 4.175696e-01 0.5824303511
194 17 14 7.103414e-01 0.2896586120
195 17 15 6.910277e-01 0.3089722993
196 18 1 7.827970e-01 0.2172029772
197 18 2 6.367320e-01 0.3632680370
198 18 3 6.608778e-01 0.3391222194
199 18 4 6.431213e-01 0.3568787123
200 18 5 6.764438e-01 0.3235561854
201 18 6 5.390419e-01 0.4609580701
202 18 7 5.362390e-01 0.4637610155
203 18 8 7.348810e-01 0.2651190391
204 18 9 4.740381e-01 0.5259619364
205 18 10 7.109447e-01 0.2890552974
206 18 11 4.971845e-01 0.5028154691
207 18 12 6.582907e-01 0.3417093225
208 18 13 7.434979e-01 0.2565021067
209 19 1 6.645164e-01 0.3354836467
210 19 2 4.686704e-01 0.5313295823
211 19 3 4.099857e-01 0.5900143281
212 19 4 5.313296e-01 0.4686704177
213 19 5 6.202717e-01 0.3797283386
214 19 6 6.537235e-01 0.3462764567
215 19 7 3.462765e-01 0.6537235433
216 19 8 6.202717e-01 0.3797283386
217 19 9 4.803861e-01 0.5196139206
218 19 10 6.354069e-01 0.3645930828
219 19 11 5.355380e-01 0.4644620385
220 20 1 9.977560e-02 0.9002244003
221 20 2 3.777151e-01 0.6222849363
222 20 3 5.805851e-01 0.4194149279
223 20 4 4.194149e-01 0.5805850721
224 20 5 3.728803e-01 0.6271196544
225 20 6 4.428781e-01 0.5571219476
226 20 7 5.761299e-01 0.4238701286
227 20 8 7.489856e-01 0.2510144018
228 20 9 6.537235e-01 0.3462764567
229 20 10 2.905372e-01 0.7094628179
230 20 11 5.621503e-01 0.4378497492
231 21 1 3.612614e-01 0.6387386228
232 21 2 2.131748e-01 0.7868251947
233 21 3 5.256895e-01 0.4743105114
234 21 4 4.098096e-01 0.5901904056
235 21 5 6.150376e-01 0.3849623616
236 21 6 4.287129e-01 0.5712871300
237 21 7 5.173891e-01 0.4826108978
238 21 8 3.568356e-01 0.6431644407
239 21 9 5.383189e-01 0.4616810814
240 21 10 6.925110e-01 0.3074890346
241 21 11 3.116639e-01 0.6883360859
242 21 12 2.800574e-01 0.7199426176
243 21 13 3.732233e-01 0.6267766983
244 22 1 9.332050e-01 0.0667950493
245 22 2 6.219541e-01 0.3780459415
246 22 3 2.131748e-01 0.7868251947
247 22 4 7.199426e-01 0.2800573824
248 22 5 4.260626e-01 0.5739374363
249 22 6 4.743105e-01 0.5256894886
250 22 7 5.173891e-01 0.4826108978
251 22 8 3.092790e-01 0.6907209733
252 22 9 6.384125e-01 0.3615874876
253 23 1 2.323849e-01 0.7676150575
254 23 2 6.929189e-01 0.3070811298
255 23 3 2.930677e-01 0.7069322823
256 23 4 2.383723e-01 0.7616276979
257 23 5 4.407564e-01 0.5592436349
258 23 6 4.839255e-01 0.5160745099
259 23 7 2.800574e-01 0.7199426176
260 23 8 6.181841e-01 0.3818158523
261 23 9 5.077657e-01 0.4922342847
262 23 10 3.815460e-01 0.6184539746
263 23 11 4.705684e-01 0.5294315662
264 23 12 3.892600e-01 0.6107399708
265 23 13 3.892600e-01 0.6107399708
266 24 1 8.175013e-01 0.1824987118
267 24 2 5.694085e-01 0.4305914787
268 24 3 2.610693e-01 0.7389306760
269 24 4 3.462765e-01 0.6537235433
270 24 5 4.127314e-01 0.5872686301
271 24 6 6.866426e-01 0.3133574272
272 24 7 8.405805e-01 0.1594194804
273 24 8 5.872686e-01 0.4127313699
274 24 9 4.513881e-01 0.5486119385
275 25 1 8.251861e-01 0.1748138797
276 25 2 6.134039e-01 0.3865960807
277 25 3 6.131330e-01 0.3868669600
278 25 4 2.824582e-01 0.7175418278
279 25 5 5.885293e-01 0.4114707139
280 25 6 5.160745e-01 0.4839254901
281 25 7 2.962382e-01 0.7037617676
282 25 8 7.010513e-01 0.2989487222
283 25 9 3.777151e-01 0.6222849363
284 25 10 3.261254e-01 0.6738745817
285 25 11 8.353724e-01 0.1646275723
286 25 12 4.551871e-01 0.5448129022
287 26 1 8.059447e-01 0.1940553383
288 26 2 4.619397e-01 0.5380603282
289 26 3 2.989487e-01 0.7010512778
290 26 4 4.779718e-01 0.5220281815
291 26 5 5.525211e-01 0.4474788760
292 26 6 4.839255e-01 0.5160745099
293 26 7 4.474789e-01 0.5525211240
294 26 8 7.616277e-01 0.2383723021
295 26 9 4.477588e-01 0.5522412241
296 26 10 1.646276e-01 0.8353724277
297 26 11 3.270085e-01 0.6729915235
298 27 1 1.842520e-01 0.8157480315
299 27 2 2.931554e-01 0.7068446450
300 27 3 4.759887e-01 0.5240112586
301 27 4 7.136604e-01 0.2863396409
302 27 5 3.932991e-01 0.6067009174
303 27 6 2.144023e-01 0.7855976899
304 27 7 4.667458e-01 0.5332541645
305 27 8 4.494487e-01 0.5505513367
306 27 9 5.494252e-01 0.4505747848
307 27 10 3.462765e-01 0.6537235433
308 27 11 5.918280e-01 0.4081720472
309 27 12 5.991949e-01 0.4008051167
310 27 13 5.077657e-01 0.4922342847
311 27 14 3.687487e-01 0.6312512965
312 28 1 9.685011e-02 0.9031498933
313 28 2 3.843366e-01 0.6156633557
314 28 3 5.256895e-01 0.4743105114
315 28 4 4.662384e-01 0.5337615676
316 28 5 6.081823e-01 0.3918177060
317 28 6 6.248282e-01 0.3751717704
318 28 7 5.499033e-01 0.4500966959
319 28 8 4.826109e-01 0.5173891022
320 28 9 5.592893e-01 0.4407107184
321 28 10 5.243118e-01 0.4756881727
322 28 11 3.323245e-01 0.6676754940
323 28 12 6.001548e-01 0.3998451845
324 28 13 7.140431e-01 0.2859568869
325 28 14 6.222849e-01 0.3777150637
326 28 15 3.092624e-01 0.6907375674
327 28 16 4.167769e-01 0.5832231448
328 28 17 5.989031e-01 0.4010969085
329 29 1 6.869143e-01 0.3130856652
330 29 2 4.415761e-01 0.5584238765
331 29 3 7.580068e-01 0.2419931740
332 29 4 4.400696e-01 0.5599304290
333 29 5 4.953553e-01 0.5046446698
334 29 6 8.025315e-01 0.1974684868
335 29 7 7.382357e-01 0.2617643107
336 29 8 3.126005e-01 0.6873994883
337 29 9 6.414009e-01 0.3585991339
338 29 10 6.326118e-01 0.3673882435
339 29 11 4.157482e-01 0.5842517662
340 29 12 4.410356e-01 0.5589644020
341 30 1 9.214086e-01 0.0785914282
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1700 137 11 5.145523e-01 0.4854477105
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1702 138 1 8.467860e-01 0.1532140221
1703 138 2 6.541219e-01 0.3458780850
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1705 138 4 2.934109e-01 0.7065890701
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1707 138 6 3.089723e-01 0.6910277007
1708 138 7 9.335965e-01 0.0664034962
1709 138 8 2.143039e-01 0.7856960630
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1711 138 10 7.616277e-01 0.2383723021
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1714 138 13 5.584239e-01 0.4415761235
1715 138 14 4.020174e-01 0.5979826285
1716 139 1 7.379523e-01 0.2620477322
1717 139 2 4.548420e-01 0.5451579701
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1723 139 8 5.589644e-01 0.4410355980
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1725 139 10 6.648121e-01 0.3351879495
1726 139 11 5.454385e-01 0.4545615148
1727 139 12 2.417214e-01 0.7582785773
1728 139 13 4.215028e-01 0.5784971573
1729 139 14 6.500030e-01 0.3499970486
1730 139 15 5.900143e-01 0.4099856719
1731 140 1 2.698408e-01 0.7301592244
1732 140 2 4.531445e-01 0.5468554603
1733 140 3 6.537235e-01 0.3462764567
1734 140 4 5.571219e-01 0.4428780524
1735 140 5 5.286047e-01 0.4713953449
1736 140 6 3.922771e-01 0.6077228565
1737 140 7 7.059295e-01 0.2940705311
1738 140 8 3.777151e-01 0.6222849363
1739 141 1 9.830475e-01 0.0169524607
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1741 141 3 8.557198e-01 0.1442801560
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1743 141 5 6.294020e-01 0.3705979713
1744 141 6 2.673259e-01 0.7326740908
1745 141 7 3.023868e-01 0.6976132084
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1747 141 9 5.824304e-01 0.4175696489
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1749 141 11 3.089723e-01 0.6910277007
1750 141 12 7.066888e-01 0.2933112098
1751 142 1 8.085696e-01 0.1914303899
1752 142 2 1.863520e-01 0.8136480468
1753 142 3 1.399037e-01 0.8600963187
1754 142 4 6.457502e-01 0.3542498310
1755 142 5 5.972999e-01 0.4027000558
1756 142 6 5.486119e-01 0.4513880615
1757 142 7 6.841369e-01 0.3158631433
1758 142 8 5.259619e-01 0.4740380636
1759 142 9 4.588336e-01 0.5411663503
1760 142 10 5.494252e-01 0.4505747848
1761 142 11 3.023868e-01 0.6976132084
1762 142 12 7.199426e-01 0.2800573824
1763 142 13 7.348810e-01 0.2651190391
1764 143 1 7.244660e-01 0.2755339594
1765 143 2 7.858956e-01 0.2141044043
1766 143 3 7.868252e-01 0.2131748053
1767 143 4 5.536366e-01 0.4463634430
1768 143 5 2.800574e-01 0.7199426176
1769 143 6 6.586871e-01 0.3413129339
1770 143 7 1.088579e-01 0.8911421482
1771 143 8 5.777340e-01 0.4222660087
1772 143 9 3.736761e-01 0.6263238941
1773 143 10 4.291823e-01 0.5708177058
1774 143 11 5.952501e-01 0.4047498815
1775 143 12 3.972242e-01 0.6027757548
1776 143 13 3.777151e-01 0.6222849363
1777 143 14 5.256895e-01 0.4743105114
1778 143 15 4.298984e-01 0.5701016071
1779 144 1 8.418762e-01 0.1581237854
1780 144 2 2.916875e-01 0.7083124547
1781 144 3 5.975429e-01 0.4024570968
1782 144 4 4.970593e-01 0.5029406982
1783 144 5 5.824304e-01 0.4175696489
1784 144 6 5.889631e-01 0.4110369464
1785 144 7 2.841438e-01 0.7158562389
1786 144 8 2.131748e-01 0.7868251947
1787 144 9 5.523420e-01 0.4476580193
1788 145 1 1.649241e-01 0.8350758801
1789 145 2 3.089723e-01 0.6910277007
1790 145 3 7.348810e-01 0.2651190391
1791 145 4 6.828396e-01 0.3171604100
1792 145 5 2.840966e-01 0.7159033776
1793 145 6 2.349312e-01 0.7650687936
1794 145 7 5.633621e-01 0.4366379229
1795 145 8 7.844005e-01 0.2155995192
1796 145 9 4.713213e-01 0.5286787216
1797 145 10 6.251359e-01 0.3748641107
1798 145 11 3.899321e-01 0.6100678581
1799 145 12 6.567852e-01 0.3432147625
1800 145 13 4.632625e-01 0.5367375006
1801 145 14 5.975648e-01 0.4024352191
1802 145 15 4.505748e-01 0.5494252152
1803 145 16 4.366379e-01 0.5633620771
1804 145 17 6.327956e-01 0.3672044428
1805 146 1 7.062785e-02 0.9293721522
1806 146 2 5.233322e-01 0.4766678150
1807 146 3 1.949566e-01 0.8050433984
1808 146 4 5.918280e-01 0.4081720472
1809 146 5 1.074413e-01 0.8925587259
1810 146 6 4.275058e-01 0.5724941923
1811 146 7 7.044285e-02 0.9295571461
1812 146 8 7.584052e-01 0.2415947724
1813 146 9 7.015350e-01 0.2984650224
1814 146 10 7.299712e-01 0.2700287783
1815 146 11 3.484632e-01 0.6515368147
1816 146 12 3.517960e-01 0.6482040487
1817 146 13 5.488829e-01 0.4511170821
1818 146 14 4.315767e-01 0.5684233055
1819 146 15 6.809303e-01 0.3190696687
1820 146 16 6.051243e-01 0.3948757419
1821 146 17 8.677979e-01 0.1322021272
1822 146 18 2.305809e-01 0.7694191347
1823 147 1 8.589385e-02 0.9141061471
1824 147 2 5.885293e-01 0.4114707139
1825 147 3 8.201258e-01 0.1798742117
1826 147 4 4.551871e-01 0.5448129022
1827 147 5 3.032499e-01 0.6967500656
1828 147 6 7.037618e-01 0.2962382324
1829 147 7 4.193375e-01 0.5806625271
1830 147 8 3.032499e-01 0.6967500656
1831 147 9 2.651190e-01 0.7348809609
1832 147 10 4.743105e-01 0.5256894886
1833 147 11 4.505748e-01 0.5494252152
1834 147 12 3.777151e-01 0.6222849363
1835 147 13 3.759423e-01 0.6240576583
1836 148 1 4.006300e-01 0.5993699644
1837 148 2 2.063484e-01 0.7936516178
1838 148 3 1.291024e-01 0.8708976317
1839 148 4 3.058425e-01 0.6941575170
1840 148 5 7.936516e-01 0.2063483822
1841 148 6 2.063484e-01 0.7936516178
1842 148 7 3.058425e-01 0.6941575170
1843 148 8 2.063484e-01 0.7936516178
1844 148 9 6.222849e-01 0.3777150637
1845 148 10 5.238309e-01 0.4761691226
1846 148 11 6.222849e-01 0.3777150637
1847 148 12 5.016901e-01 0.4983099217
1848 149 1 6.963808e-01 0.3036192035
1849 149 2 6.354069e-01 0.3645930828
1850 149 3 5.376407e-01 0.4623593091
1851 149 4 2.634824e-01 0.7365175505
1852 149 5 6.444366e-01 0.3555634128
1853 149 6 4.803861e-01 0.5196139206
1854 149 7 4.428781e-01 0.5571219476
1855 149 8 3.462765e-01 0.6537235433
1856 149 9 5.858942e-01 0.4141058307
1857 149 10 2.045420e-01 0.7954580437
1858 149 11 5.376407e-01 0.4623593091
1859 150 1 7.166705e-01 0.2833295198
1860 150 2 2.428425e-01 0.7571574572
1861 150 3 6.755339e-01 0.3244660697
1862 150 4 2.651190e-01 0.7348809609
1863 150 5 7.719776e-01 0.2280224488
1864 150 6 5.955874e-01 0.4044125848
1865 150 7 4.531398e-01 0.5468602445
1866 150 8 3.089723e-01 0.6910277007
1867 150 9 5.494252e-01 0.4505747848
1868 150 10 4.024352e-01 0.5975647809
1869 151 1 9.224472e-01 0.0775528150
1870 151 2 8.016466e-02 0.9198353363
1871 151 3 3.391222e-01 0.6608777806
1872 151 4 4.929144e-01 0.5070855616
1873 151 5 2.356304e-01 0.7643695758
1874 151 6 6.641226e-01 0.3358774139
1875 151 7 5.584239e-01 0.4415761235
1876 151 8 2.411316e-01 0.7588684388
1877 151 9 7.616277e-01 0.2383723021
1878 151 10 3.423790e-01 0.6576209982
1879 151 11 3.838753e-01 0.6161247059
1880 151 12 5.589644e-01 0.4410355980
1881 151 13 5.589644e-01 0.4410355980
1882 152 1 2.493497e-01 0.7506502764
1883 152 2 5.355380e-01 0.4644620385
1884 152 3 7.659954e-01 0.2340045666
1885 152 4 3.777151e-01 0.6222849363
1886 152 5 6.537235e-01 0.3462764567
1887 152 6 5.355380e-01 0.4644620385
1888 152 7 6.202717e-01 0.3797283386
1889 152 8 4.978884e-01 0.5021116095
1890 153 1 1.555370e-01 0.8444630080
1891 153 2 4.548420e-01 0.5451579701
1892 153 3 5.120619e-01 0.4879381359
1893 153 4 4.428781e-01 0.5571219476
1894 153 5 6.316890e-01 0.3683110372
1895 153 6 3.892600e-01 0.6107399708
1896 153 7 5.120619e-01 0.4879381359
1897 153 8 3.462765e-01 0.6537235433
1898 153 9 6.425017e-01 0.3574983277
1899 153 10 3.777151e-01 0.6222849363
1900 154 1 1.329188e-01 0.8670811832
1901 154 2 9.629830e-01 0.0370169623
1902 154 3 9.596032e-01 0.0403967951
1903 154 4 4.903725e-01 0.5096274718
1904 154 5 8.914495e-02 0.9108550514
1905 154 6 6.323494e-01 0.3676506170
1906 154 7 5.160745e-01 0.4839254901
1907 154 8 3.365170e-01 0.6634830278
1908 154 9 9.789966e-01 0.0210034151
1909 154 10 4.560063e-01 0.5439937254
1910 155 1 7.838873e-01 0.2161126977
1911 155 2 6.608778e-01 0.3391222194
1912 155 3 5.291500e-01 0.4708500096
1913 155 4 5.549903e-01 0.4450097198
1914 155 5 7.348810e-01 0.2651190391
1915 155 6 6.912770e-01 0.3087230281
1916 155 7 2.188784e-01 0.7811215948
1917 155 8 4.957026e-01 0.5042974135
1918 155 9 2.381532e-01 0.7618468354
1919 155 10 4.700235e-01 0.5299765011
1920 155 11 8.052708e-01 0.1947291878
1921 155 12 5.291500e-01 0.4708500096
1922 155 13 3.351879e-01 0.6648120505
1923 155 14 4.410356e-01 0.5589644020
1924 155 15 7.582786e-01 0.2417214227
1925 156 1 9.000147e-01 0.0999852574
1926 156 2 5.698782e-01 0.4301217558
1927 156 3 6.297879e-01 0.3702121003
1928 156 4 7.090530e-01 0.2909469604
1929 156 5 7.199426e-01 0.2800573824
1930 156 6 5.127842e-01 0.4872158293
1931 156 7 5.868030e-01 0.4131969822
1932 156 8 6.434414e-01 0.3565585837
1933 156 9 3.581746e-01 0.6418253996
1934 156 10 5.539947e-01 0.4460053238
1935 156 11 7.616277e-01 0.2383723021
1936 156 12 3.581746e-01 0.6418253996
1937 156 13 2.484113e-01 0.7515886646
1938 156 14 5.160745e-01 0.4839254901
1939 156 15 8.514888e-01 0.1485112407
1940 157 1 4.082731e-02 0.9591726919
1941 157 2 5.781842e-02 0.9421815800
1942 157 3 3.274570e-01 0.6725429816
1943 157 4 1.771595e-01 0.8228405400
1944 157 5 1.505015e-01 0.8494985063
1945 157 6 6.818464e-02 0.9318153582
1946 157 7 3.777151e-01 0.6222849363
1947 157 8 3.462765e-01 0.6537235433
1948 157 9 8.484656e-02 0.9151534400
1949 157 10 2.693576e-01 0.7306424380
1950 157 11 7.759042e-01 0.2240957821
1951 157 12 2.693576e-01 0.7306424380
1952 158 1 2.833925e-01 0.7166074606
1953 158 2 8.103968e-01 0.1896032474
1954 158 3 6.661862e-01 0.3338138365
1955 158 4 2.829289e-01 0.7170710528
1956 158 5 4.467812e-01 0.5532188069
1957 158 6 6.276909e-01 0.3723090820
1958 158 7 6.736279e-01 0.3263721157
1959 158 8 2.399105e-01 0.7600895270
1960 158 9 2.429008e-01 0.7570992171
1961 158 10 3.801081e-01 0.6198918926
1962 158 11 5.532188e-01 0.4467811931
1963 158 12 4.505748e-01 0.5494252152
1964 158 13 1.257001e-01 0.8742999108
1965 158 14 6.054948e-01 0.3945052306
1966 158 15 6.736279e-01 0.3263721157
1967 158 16 6.770774e-01 0.3229225880
1968 159 1 7.523269e-01 0.2476730547
1969 159 2 6.222849e-01 0.3777150637
1970 159 3 8.525668e-01 0.1474331680
1971 159 4 4.630366e-01 0.5369633952
1972 159 5 4.743105e-01 0.5256894886
1973 159 6 7.868252e-01 0.2131748053
1974 159 7 4.826109e-01 0.5173891022
1975 159 8 4.450833e-01 0.5549167278
1976 159 9 5.196139e-01 0.4803860794
1977 159 10 2.800574e-01 0.7199426176
1978 159 11 4.141058e-01 0.5858941693
1979 160 1 8.207673e-01 0.1792326729
1980 160 2 5.571219e-01 0.4428780524
1981 160 3 2.187794e-01 0.7812206123
1982 160 4 4.505748e-01 0.5494252152
1983 160 5 6.537235e-01 0.3462764567
1984 160 6 3.817449e-01 0.6182551209
1985 160 7 1.037826e-01 0.8962173531
1986 160 8 6.354069e-01 0.3645930828
1987 160 9 5.918280e-01 0.4081720472
1988 160 10 5.934632e-01 0.4065368102
1989 160 11 4.922343e-01 0.5077657153
1990 160 12 2.571642e-01 0.7428358291
1991 160 13 3.719318e-01 0.6280682293
1992 160 14 5.369634e-01 0.4630366048
1993 160 15 7.365176e-01 0.2634824495
1994 161 1 9.282305e-01 0.0717695336
1995 161 2 7.217495e-01 0.2782505039
1996 161 3 4.879381e-01 0.5120618641
1997 161 4 6.202322e-01 0.3797677856
1998 161 5 3.889887e-01 0.6110113323
1999 161 6 6.843885e-01 0.3156114859
2000 161 7 2.321689e-01 0.7678311381
2001 161 8 4.215028e-01 0.5784971573
2002 161 9 7.414484e-01 0.2585515523
2003 162 1 7.978844e-02 0.9202115597
2004 162 2 8.189479e-01 0.1810521075
2005 162 3 5.851340e-01 0.4148660161
2006 162 4 3.743357e-01 0.6256642712
2007 162 5 6.910277e-01 0.3089722993
2008 162 6 2.918551e-01 0.7081449436
2009 162 7 7.761893e-01 0.2238107174
2010 162 8 3.883124e-01 0.6116876070
2011 162 9 5.589644e-01 0.4410355980
2012 162 10 7.529433e-01 0.2470567244
2013 162 11 8.322927e-01 0.1677073135
2014 162 12 7.772739e-01 0.2227261102
2015 162 13 2.742946e-01 0.7257053845
2016 162 14 6.418430e-01 0.3581570164
2017 162 15 4.099857e-01 0.5900143281
2018 162 16 3.899368e-01 0.6100632252
2019 163 1 8.156274e-01 0.1843725981
2020 163 2 6.537235e-01 0.3462764567
2021 163 3 8.253684e-01 0.1746316320
2022 163 4 4.406921e-01 0.5593078577
2023 163 5 6.384125e-01 0.3615874876
2024 163 6 6.537235e-01 0.3462764567
2025 163 7 5.739374e-01 0.4260625637
2026 163 8 8.357633e-01 0.1642366824
2027 163 9 2.803505e-01 0.7196494846
2028 164 1 1.841841e-01 0.8158158531
2029 164 2 7.217495e-01 0.2782505039
2030 164 3 2.585516e-01 0.7414484477
2031 164 4 2.321689e-01 0.7678311381
2032 164 5 4.879381e-01 0.5120618641
2033 164 6 6.222849e-01 0.3777150637
2034 164 7 5.451580e-01 0.4548420299
2035 164 8 3.797678e-01 0.6202322144
2036 164 9 3.462765e-01 0.6537235433
2037 164 10 4.548420e-01 0.5451579701
2038 164 11 5.120619e-01 0.4879381359
2039 164 12 5.571219e-01 0.4428780524
2040 165 1 8.444630e-01 0.1555369920
2041 165 2 2.651190e-01 0.7348809609
2042 165 3 7.414484e-01 0.2585515523
2043 165 4 1.484255e-01 0.8515745429
2044 165 5 5.494252e-01 0.4505747848
2045 165 6 4.548420e-01 0.5451579701
2046 165 7 8.209525e-01 0.1790475268
2047 165 8 6.035277e-01 0.3964722724
2048 165 9 4.081720e-01 0.5918279528
2049 165 10 5.571219e-01 0.4428780524
2050 165 11 3.889887e-01 0.6110113323
2051 165 12 4.376071e-01 0.5623928994
2052 165 13 6.997244e-01 0.3002755926
2053 165 14 3.070811e-01 0.6929188702
2054 165 15 5.077657e-01 0.4922342847
2055 165 16 4.879381e-01 0.5120618641
2056 166 1 1.888491e-01 0.8111508727
2057 166 2 4.348324e-01 0.5651675717
2058 166 3 4.746851e-01 0.5253148767
2059 166 4 3.462765e-01 0.6537235433
2060 166 5 5.081410e-01 0.4918589803
2061 166 6 7.738010e-01 0.2261990324
2062 166 7 5.081410e-01 0.4918589803
2063 166 8 6.222849e-01 0.3777150637
2064 166 9 3.699842e-01 0.6300158468
2065 167 1 9.988263e-01 0.0011737397
2066 167 2 1.943459e-01 0.8056540655
2067 167 3 3.685391e-02 0.9631460858
2068 167 4 8.339849e-01 0.1660151499
2069 167 5 3.582178e-01 0.6417821901
2070 167 6 3.509735e-01 0.6490265159
2071 167 7 9.343636e-01 0.0656363963
2072 167 8 2.933112e-01 0.7066887902
2073 167 9 9.229497e-01 0.0770502540
2074 167 10 5.824304e-01 0.4175696489
2075 167 11 3.089723e-01 0.6910277007
2076 167 12 7.562156e-01 0.2437843595
2077 167 13 6.296605e-01 0.3703394719
2078 168 1 2.719899e-01 0.7280101296
2079 168 2 1.290116e-01 0.8709884403
2080 168 3 5.707945e-01 0.4292055230
2081 168 4 3.210249e-01 0.6789751169
2082 168 5 2.002410e-01 0.7997590112
2083 168 6 4.047270e-01 0.5952730438
2084 168 7 3.719318e-01 0.6280682293
2085 168 8 4.450833e-01 0.5549167278
2086 168 9 2.291645e-01 0.7708355209
2087 168 10 5.525436e-02 0.9447456409
2088 168 11 4.803861e-01 0.5196139206
2089 168 12 7.869227e-01 0.2130772911
2090 168 13 1.867476e-01 0.8132523938
2091 168 14 7.446332e-01 0.2553668410
2092 168 15 2.401048e-01 0.7598951658
2093 169 1 7.807170e-01 0.2192830044
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2095 169 3 2.613300e-01 0.7386699558
2096 169 4 9.164947e-01 0.0835053147
2097 169 5 7.711450e-01 0.2288550137
2098 169 6 1.025968e-01 0.8974032180
2099 169 7 5.494252e-01 0.4505747848
2100 169 8 9.675809e-01 0.0324190624
2101 169 9 6.608778e-01 0.3391222194
2102 169 10 1.114734e-01 0.8885266487
2103 169 11 3.715455e-01 0.6284545486
2104 169 12 2.224123e-02 0.9777587725
2105 169 13 2.408133e-01 0.7591867347
2106 169 14 9.446054e-01 0.0553946006
2107 170 1 9.476449e-01 0.0523551044
2108 170 2 9.596505e-01 0.0403495173
2109 170 3 5.486119e-01 0.4513880615
2110 170 4 3.092134e-01 0.6907865715
2111 170 5 4.484567e-01 0.5515433141
2112 170 6 4.743105e-01 0.5256894886
2113 170 7 5.721796e-01 0.4278204395
2114 170 8 6.677260e-01 0.3322740087
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2116 170 10 5.021352e-01 0.4978647894
2117 170 11 7.628833e-02 0.9237116680
2118 170 12 8.552527e-01 0.1447472754
2119 170 13 4.761691e-01 0.5238308774
2120 170 14 1.315697e-01 0.8684303160
2121 170 15 1.599186e-01 0.8400814078
2122 171 1 2.323849e-01 0.7676150575
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2128 171 7 5.824304e-01 0.4175696489
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2154 173 7 6.222849e-01 0.3777150637
2155 174 1 5.235510e-02 0.9476448956
2156 174 2 9.617013e-01 0.0382987073
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2160 174 6 3.632680e-01 0.6367319630
2161 174 7 9.042713e-01 0.0957286930
2162 174 8 5.390419e-01 0.4609580701
2163 174 9 4.128672e-01 0.5871327698
2164 174 10 5.355615e-01 0.4644385307
2165 174 11 2.022241e-01 0.7977759181
2166 174 12 2.096851e-01 0.7903149141
2167 174 13 4.410356e-01 0.5589644020
2168 175 1 2.075588e-01 0.7924411568
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2170 175 3 8.103968e-01 0.1896032474
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2830 228 7 2.993156e-01 0.7006843759
2831 228 8 4.099857e-01 0.5900143281
2832 228 9 2.303232e-01 0.7696767785
2833 228 10 9.707409e-01 0.0292591299
2834 228 11 1.407682e-01 0.8592318471
2835 228 12 7.817410e-01 0.2182589996
2836 228 13 6.174491e-01 0.3825508913
2837 228 14 5.837175e-01 0.4162825302
2838 228 15 6.327297e-01 0.3672703018
2839 228 16 5.589644e-01 0.4410355980
2840 228 17 2.909866e-01 0.7090133738
2841 229 1 1.803863e-01 0.8196137487
2842 229 2 4.099857e-01 0.5900143281
2843 229 3 3.720022e-01 0.6279978291
2844 229 4 1.764544e-01 0.8235455793
2845 229 5 4.963828e-01 0.5036171754
2846 229 6 3.742740e-01 0.6257259616
2847 229 7 4.939890e-01 0.5060109540
2848 229 8 8.132024e-01 0.1867975864
2849 229 9 6.222849e-01 0.3777150637
2850 230 1 2.619871e-01 0.7380128846
2851 230 2 7.348810e-01 0.2651190391
2852 230 3 5.256895e-01 0.4743105114
2853 230 4 6.536166e-01 0.3463833684
2854 230 5 7.521031e-01 0.2478968868
2855 230 6 7.615379e-01 0.2384620556
2856 230 7 5.785700e-01 0.4214300283
2857 230 8 3.759423e-01 0.6240576583
2858 230 9 5.295056e-01 0.4704943786
2859 230 10 5.213253e-01 0.4786746523
2860 230 11 5.238309e-01 0.4761691226
2861 230 12 5.469340e-01 0.4530660112
2862 230 13 5.494252e-01 0.4505747848
2863 230 14 4.467812e-01 0.5532188069
2864 230 15 6.222849e-01 0.3777150637
2865 231 1 9.305728e-01 0.0694272494
2866 231 2 2.651190e-01 0.7348809609
2867 231 3 4.803307e-01 0.5196693272
2868 231 4 9.011487e-01 0.0988513479
2869 231 5 4.064829e-01 0.5935171334
2870 231 6 5.642353e-01 0.4357646792
2871 231 7 5.494252e-01 0.4505747848
2872 231 8 7.081847e-01 0.2918153354
2873 231 9 4.803307e-01 0.5196693272
2874 231 10 3.816919e-01 0.6183081383
2875 231 11 5.447439e-01 0.4552561004
2876 231 12 7.455276e-01 0.2544723857
2877 231 13 3.396448e-01 0.6603552463
2878 231 14 2.149512e-01 0.7850488388
2879 231 15 3.358267e-01 0.6641732952
2880 232 1 1.059124e-01 0.8940875785
2881 232 2 5.362390e-01 0.4637610155
2882 232 3 3.419606e-01 0.6580394061
2883 232 4 4.740381e-01 0.5259619364
2884 232 5 2.361920e-01 0.7638080115
2885 232 6 4.505748e-01 0.5494252152
2886 232 7 3.322740e-01 0.6677259913
2887 232 8 5.362390e-01 0.4637610155
2888 232 9 4.278204e-01 0.5721795605
2889 232 10 7.326741e-01 0.2673259092
2890 233 1 7.967274e-01 0.2032726351
2891 233 2 5.060110e-01 0.4939890460
2892 233 3 3.720022e-01 0.6279978291
2893 233 4 5.298284e-01 0.4701715974
2894 233 5 5.060110e-01 0.4939890460
2895 233 6 3.777151e-01 0.6222849363
2896 233 7 3.720022e-01 0.6279978291
2897 233 8 6.873545e-01 0.3126454722
2898 233 9 5.238309e-01 0.4761691226
2899 233 10 6.222849e-01 0.3777150637
2900 234 1 1.293125e-01 0.8706875130
2901 234 2 2.800574e-01 0.7199426176
2902 234 3 4.239154e-01 0.5760845569
2903 234 4 2.844175e-02 0.9715582479
2904 234 5 9.370247e-02 0.9062975278
2905 234 6 2.193005e-01 0.7806995110
2906 234 7 5.836944e-01 0.4163056102
2907 234 8 5.824304e-01 0.4175696489
2908 234 9 6.067696e-02 0.9393230429
2909 234 10 9.048703e-02 0.9095129673
2910 234 11 6.608778e-01 0.3391222194
2911 234 12 2.933112e-01 0.7066887902
2912 234 13 3.374368e-01 0.6625631592
2913 234 14 2.720095e-01 0.7279904964
2914 235 1 3.612614e-01 0.6387386228
2915 235 2 2.174284e-01 0.7825715552
2916 235 3 4.372549e-01 0.5627450996
2917 235 4 5.038252e-01 0.4961747545
2918 235 5 5.546371e-01 0.4453629436
2919 235 6 7.096100e-01 0.2903900150
2920 235 7 6.351410e-01 0.3648590290
2921 235 8 4.175696e-01 0.5824303511
2922 235 9 5.861699e-01 0.4138300844
2923 235 10 5.589644e-01 0.4410355980
2924 235 11 7.170711e-01 0.2829289472
2925 235 12 4.181045e-01 0.5818955313
2926 235 13 2.174284e-01 0.7825715552
2927 235 14 4.491548e-01 0.5508452445
2928 235 15 3.607484e-01 0.6392515613
2929 235 16 4.175696e-01 0.5824303511
choice prediction works
Code
predict(model, overview = TRUE)
Output
predicted
true bus car
bus 430 10
car 16 174
Code
predict(model, overview = FALSE)
Output
id idc bus car true predicted correct
1 1 1 1.00 0.00 bus bus TRUE
2 2 1 1.00 0.00 bus bus TRUE
3 2 2 0.01 0.99 car car TRUE
4 3 1 1.00 0.00 bus bus TRUE
5 3 2 0.00 1.00 car car TRUE
6 3 3 0.86 0.14 bus bus TRUE
7 4 1 0.00 1.00 car car TRUE
8 4 2 1.00 0.00 bus bus TRUE
9 4 3 0.00 1.00 car car TRUE
10 4 4 1.00 0.00 bus bus TRUE
11 5 1 1.00 0.00 bus bus TRUE
12 5 2 1.00 0.00 bus bus TRUE
13 5 3 1.00 0.00 bus bus TRUE
14 5 4 0.00 1.00 car car TRUE
15 5 5 0.10 0.90 car car TRUE
16 6 1 0.00 1.00 car car TRUE
17 6 2 1.00 0.00 bus bus TRUE
18 6 3 1.00 0.00 bus bus TRUE
19 6 4 0.00 1.00 car car TRUE
20 6 5 0.92 0.08 bus bus TRUE
21 6 6 1.00 0.00 bus bus TRUE
22 7 1 0.00 1.00 car car TRUE
23 7 2 1.00 0.00 bus bus TRUE
24 7 3 0.99 0.01 bus bus TRUE
25 7 4 1.00 0.00 bus bus TRUE
26 7 5 1.00 0.00 bus bus TRUE
27 7 6 0.00 1.00 car car TRUE
28 7 7 1.00 0.00 bus bus TRUE
29 8 1 0.88 0.12 bus bus TRUE
30 8 2 1.00 0.00 bus bus TRUE
31 8 3 1.00 0.00 bus bus TRUE
32 8 4 1.00 0.00 bus bus TRUE
33 8 5 1.00 0.00 bus bus TRUE
34 8 6 0.11 0.89 car car TRUE
35 8 7 0.99 0.01 bus bus TRUE
36 8 8 0.32 0.68 bus car FALSE
37 9 1 1.00 0.00 bus bus TRUE
38 9 2 1.00 0.00 bus bus TRUE
39 9 3 0.11 0.89 car car TRUE
40 9 4 1.00 0.00 bus bus TRUE
41 9 5 0.04 0.96 car car TRUE
42 9 6 0.11 0.89 bus car FALSE
43 9 7 1.00 0.00 bus bus TRUE
44 9 8 1.00 0.00 bus bus TRUE
45 9 9 0.00 1.00 car car TRUE
46 10 1 0.96 0.04 bus bus TRUE
47 10 2 0.02 0.98 car car TRUE
48 10 3 1.00 0.00 bus bus TRUE
49 10 4 1.00 0.00 bus bus TRUE
50 10 5 1.00 0.00 bus bus TRUE
51 10 6 1.00 0.00 bus bus TRUE
52 10 7 0.00 1.00 car car TRUE
53 10 8 1.00 0.00 bus bus TRUE
54 10 9 0.51 0.49 car bus FALSE
55 10 10 1.00 0.00 bus bus TRUE
56 11 1 0.72 0.28 bus bus TRUE
57 11 2 0.32 0.68 bus car FALSE
58 11 3 0.00 1.00 car car TRUE
59 11 4 0.00 1.00 car car TRUE
60 11 5 0.63 0.37 bus bus TRUE
61 11 6 1.00 0.00 bus bus TRUE
62 11 7 1.00 0.00 bus bus TRUE
63 11 8 0.00 1.00 car car TRUE
64 11 9 1.00 0.00 bus bus TRUE
65 11 10 0.01 0.99 car car TRUE
66 11 11 0.20 0.80 car car TRUE
67 12 1 0.92 0.08 bus bus TRUE
68 12 2 1.00 0.00 bus bus TRUE
69 12 3 0.00 1.00 car car TRUE
70 12 4 1.00 0.00 bus bus TRUE
71 12 5 1.00 0.00 bus bus TRUE
72 12 6 1.00 0.00 bus bus TRUE
73 12 7 1.00 0.00 bus bus TRUE
74 12 8 0.00 1.00 car car TRUE
75 12 9 1.00 0.00 bus bus TRUE
76 12 10 1.00 0.00 bus bus TRUE
77 12 11 1.00 0.00 bus bus TRUE
78 12 12 0.70 0.30 bus bus TRUE
79 13 1 0.94 0.06 bus bus TRUE
80 13 2 0.91 0.09 car bus FALSE
81 13 3 1.00 0.00 bus bus TRUE
82 13 4 0.00 1.00 car car TRUE
83 13 5 1.00 0.00 bus bus TRUE
84 13 6 0.79 0.21 bus bus TRUE
85 13 7 1.00 0.00 bus bus TRUE
86 13 8 0.00 1.00 car car TRUE
87 13 9 0.91 0.09 bus bus TRUE
88 13 10 0.00 1.00 car car TRUE
89 13 11 0.01 0.99 car car TRUE
90 13 12 1.00 0.00 bus bus TRUE
91 13 13 0.00 1.00 car car TRUE
92 14 1 1.00 0.00 bus bus TRUE
93 14 2 0.95 0.05 bus bus TRUE
94 14 3 1.00 0.00 bus bus TRUE
95 14 4 0.58 0.42 bus bus TRUE
96 14 5 0.00 1.00 car car TRUE
97 14 6 0.00 1.00 car car TRUE
98 14 7 0.13 0.87 car car TRUE
99 14 8 1.00 0.00 bus bus TRUE
100 14 9 1.00 0.00 bus bus TRUE
101 14 10 0.99 0.01 bus bus TRUE
102 14 11 1.00 0.00 bus bus TRUE
103 14 12 0.00 1.00 car car TRUE
104 14 13 1.00 0.00 bus bus TRUE
105 14 14 1.00 0.00 bus bus TRUE
106 15 1 0.52 0.48 car bus FALSE
107 15 2 1.00 0.00 bus bus TRUE
108 15 3 1.00 0.00 bus bus TRUE
109 15 4 1.00 0.00 bus bus TRUE
110 15 5 0.21 0.79 car car TRUE
111 15 6 1.00 0.00 bus bus TRUE
112 15 7 1.00 0.00 bus bus TRUE
113 15 8 1.00 0.00 bus bus TRUE
114 15 9 0.00 1.00 car car TRUE
115 15 10 0.99 0.01 bus bus TRUE
116 15 11 1.00 0.00 bus bus TRUE
117 15 12 1.00 0.00 bus bus TRUE
118 15 13 0.64 0.36 bus bus TRUE
119 15 14 1.00 0.00 bus bus TRUE
120 15 15 1.00 0.00 bus bus TRUE
121 16 1 0.89 0.11 bus bus TRUE
122 16 2 1.00 0.00 bus bus TRUE
123 16 3 1.00 0.00 bus bus TRUE
124 16 4 1.00 0.00 bus bus TRUE
125 16 5 1.00 0.00 bus bus TRUE
126 16 6 1.00 0.00 bus bus TRUE
127 16 7 0.66 0.34 bus bus TRUE
128 16 8 0.96 0.04 bus bus TRUE
129 16 9 1.00 0.00 bus bus TRUE
130 16 10 1.00 0.00 bus bus TRUE
131 16 11 0.99 0.01 bus bus TRUE
132 16 12 0.10 0.90 car car TRUE
133 16 13 1.00 0.00 bus bus TRUE
134 16 14 1.00 0.00 bus bus TRUE
135 16 15 1.00 0.00 bus bus TRUE
136 16 16 0.61 0.39 car bus FALSE
137 17 1 1.00 0.00 bus bus TRUE
138 17 2 1.00 0.00 bus bus TRUE
139 17 3 0.21 0.79 car car TRUE
140 17 4 1.00 0.00 bus bus TRUE
141 17 5 1.00 0.00 bus bus TRUE
142 17 6 0.00 1.00 car car TRUE
143 17 7 1.00 0.00 bus bus TRUE
144 17 8 1.00 0.00 bus bus TRUE
145 17 9 0.15 0.85 car car TRUE
146 17 10 0.00 1.00 car car TRUE
147 17 11 0.00 1.00 car car TRUE
148 17 12 1.00 0.00 bus bus TRUE
149 17 13 1.00 0.00 bus bus TRUE
150 17 14 0.00 1.00 car car TRUE
151 17 15 1.00 0.00 bus bus TRUE
152 17 16 0.99 0.01 bus bus TRUE
153 17 17 1.00 0.00 bus bus TRUE
154 18 1 0.93 0.07 bus bus TRUE
155 18 2 0.00 1.00 car car TRUE
156 18 3 1.00 0.00 bus bus TRUE
157 18 4 0.58 0.42 bus bus TRUE
158 18 5 1.00 0.00 bus bus TRUE
159 18 6 1.00 0.00 bus bus TRUE
160 18 7 0.00 1.00 car car TRUE
161 18 8 1.00 0.00 bus bus TRUE
162 18 9 0.00 1.00 car car TRUE
163 18 10 1.00 0.00 bus bus TRUE
164 18 11 0.12 0.88 car car TRUE
165 18 12 0.00 1.00 car car TRUE
166 18 13 1.00 0.00 bus bus TRUE
167 18 14 1.00 0.00 bus bus TRUE
168 18 15 1.00 0.00 bus bus TRUE
169 18 16 1.00 0.00 bus bus TRUE
170 18 17 1.00 0.00 bus bus TRUE
171 18 18 0.85 0.15 bus bus TRUE
172 19 1 1.00 0.00 bus bus TRUE
173 19 2 1.00 0.00 bus bus TRUE
174 19 3 0.95 0.05 bus bus TRUE
175 19 4 1.00 0.00 bus bus TRUE
176 19 5 0.00 1.00 car car TRUE
177 19 6 0.00 1.00 car car TRUE
178 19 7 0.00 1.00 car car TRUE
179 19 8 0.71 0.29 car bus FALSE
180 19 9 0.00 1.00 car car TRUE
181 19 10 1.00 0.00 bus bus TRUE
182 19 11 0.00 1.00 car car TRUE
183 19 12 1.00 0.00 bus bus TRUE
184 19 13 1.00 0.00 bus bus TRUE
185 19 14 1.00 0.00 bus bus TRUE
186 19 15 0.00 1.00 car car TRUE
187 19 16 1.00 0.00 bus bus TRUE
188 19 17 0.02 0.98 car car TRUE
189 19 18 1.00 0.00 bus bus TRUE
190 19 19 1.00 0.00 bus bus TRUE
191 20 1 1.00 0.00 bus bus TRUE
192 20 2 0.00 1.00 car car TRUE
193 20 3 1.00 0.00 bus bus TRUE
194 20 4 0.00 1.00 car car TRUE
195 20 5 1.00 0.00 bus bus TRUE
196 20 6 0.98 0.02 bus bus TRUE
197 20 7 0.25 0.75 car car TRUE
198 20 8 1.00 0.00 bus bus TRUE
199 20 9 0.06 0.94 car car TRUE
200 20 10 1.00 0.00 bus bus TRUE
201 20 11 1.00 0.00 bus bus TRUE
202 20 12 0.98 0.02 bus bus TRUE
203 20 13 1.00 0.00 bus bus TRUE
204 20 14 0.05 0.95 car car TRUE
205 20 15 0.52 0.48 bus bus TRUE
206 20 16 0.00 1.00 car car TRUE
207 20 17 0.97 0.03 bus bus TRUE
208 20 18 1.00 0.00 bus bus TRUE
209 20 19 1.00 0.00 bus bus TRUE
210 20 20 1.00 0.00 bus bus TRUE
211 21 1 1.00 0.00 bus bus TRUE
212 21 2 0.00 1.00 car car TRUE
213 21 3 0.00 1.00 car car TRUE
214 21 4 1.00 0.00 bus bus TRUE
215 21 5 1.00 0.00 bus bus TRUE
216 21 6 1.00 0.00 bus bus TRUE
217 21 7 0.00 1.00 car car TRUE
218 21 8 1.00 0.00 bus bus TRUE
219 21 9 1.00 0.00 bus bus TRUE
220 21 10 0.00 1.00 car car TRUE
221 21 11 1.00 0.00 bus bus TRUE
222 21 12 0.02 0.98 car car TRUE
223 21 13 0.99 0.01 bus bus TRUE
224 21 14 0.99 0.01 bus bus TRUE
225 21 15 0.00 1.00 car car TRUE
226 21 16 1.00 0.00 bus bus TRUE
227 21 17 0.98 0.02 bus bus TRUE
228 21 18 0.12 0.88 car car TRUE
229 21 19 1.00 0.00 bus bus TRUE
230 21 20 0.00 1.00 car car TRUE
231 21 21 0.86 0.14 car bus FALSE
232 22 1 0.63 0.37 bus bus TRUE
233 22 2 1.00 0.00 bus bus TRUE
234 22 3 1.00 0.00 bus bus TRUE
235 22 4 0.00 1.00 car car TRUE
236 22 5 1.00 0.00 bus bus TRUE
237 22 6 1.00 0.00 bus bus TRUE
238 22 7 1.00 0.00 bus bus TRUE
239 22 8 0.90 0.10 bus bus TRUE
240 22 9 1.00 0.00 bus bus TRUE
241 22 10 0.75 0.25 bus bus TRUE
242 22 11 1.00 0.00 bus bus TRUE
243 22 12 1.00 0.00 bus bus TRUE
244 22 13 0.00 1.00 car car TRUE
245 22 14 0.94 0.06 car bus FALSE
246 22 15 1.00 0.00 bus bus TRUE
247 22 16 0.85 0.15 bus bus TRUE
248 22 17 1.00 0.00 bus bus TRUE
249 22 18 0.51 0.49 bus bus TRUE
250 22 19 1.00 0.00 bus bus TRUE
251 22 20 0.00 1.00 car car TRUE
252 22 21 1.00 0.00 bus bus TRUE
253 22 22 0.04 0.96 car car TRUE
254 23 1 1.00 0.00 bus bus TRUE
255 23 2 1.00 0.00 bus bus TRUE
256 23 3 0.00 1.00 car car TRUE
257 23 4 0.01 0.99 car car TRUE
258 23 5 1.00 0.00 bus bus TRUE
259 23 6 0.00 1.00 car car TRUE
260 23 7 1.00 0.00 bus bus TRUE
261 23 8 0.78 0.22 bus bus TRUE
262 23 9 1.00 0.00 bus bus TRUE
263 23 10 1.00 0.00 bus bus TRUE
264 23 11 1.00 0.00 bus bus TRUE
265 23 12 0.61 0.39 bus bus TRUE
266 23 13 0.01 0.99 car car TRUE
267 23 14 0.33 0.67 car car TRUE
268 23 15 0.02 0.98 car car TRUE
269 23 16 1.00 0.00 bus bus TRUE
270 23 17 1.00 0.00 bus bus TRUE
271 23 18 0.71 0.29 car bus FALSE
272 23 19 0.06 0.94 car car TRUE
273 23 20 0.00 1.00 car car TRUE
274 23 21 0.00 1.00 car car TRUE
275 23 22 1.00 0.00 bus bus TRUE
276 23 23 1.00 0.00 bus bus TRUE
277 24 1 0.95 0.05 bus bus TRUE
278 24 2 0.00 1.00 car car TRUE
279 24 3 0.00 1.00 car car TRUE
280 24 4 0.25 0.75 car car TRUE
281 24 5 1.00 0.00 bus bus TRUE
282 24 6 0.98 0.02 bus bus TRUE
283 24 7 1.00 0.00 bus bus TRUE
284 24 8 1.00 0.00 bus bus TRUE
285 24 9 1.00 0.00 bus bus TRUE
286 24 10 0.19 0.81 car car TRUE
287 24 11 1.00 0.00 bus bus TRUE
288 24 12 1.00 0.00 bus bus TRUE
289 24 13 1.00 0.00 bus bus TRUE
290 24 14 0.00 1.00 car car TRUE
291 24 15 1.00 0.00 bus bus TRUE
292 24 16 0.00 1.00 car car TRUE
293 24 17 1.00 0.00 bus bus TRUE
294 24 18 0.88 0.12 bus bus TRUE
295 24 19 1.00 0.00 bus bus TRUE
296 24 20 0.99 0.01 bus bus TRUE
297 24 21 0.98 0.02 bus bus TRUE
298 24 22 0.44 0.56 car car TRUE
299 24 23 0.99 0.01 bus bus TRUE
300 24 24 0.03 0.97 car car TRUE
301 25 1 1.00 0.00 bus bus TRUE
302 25 2 0.00 1.00 car car TRUE
303 25 3 1.00 0.00 bus bus TRUE
304 25 4 1.00 0.00 bus bus TRUE
305 25 5 0.02 0.98 car car TRUE
306 25 6 0.00 1.00 car car TRUE
307 25 7 0.18 0.82 car car TRUE
308 25 8 1.00 0.00 bus bus TRUE
309 25 9 1.00 0.00 bus bus TRUE
310 25 10 0.72 0.28 bus bus TRUE
311 25 11 0.00 1.00 car car TRUE
312 25 12 0.99 0.01 bus bus TRUE
313 25 13 1.00 0.00 bus bus TRUE
314 25 14 1.00 0.00 bus bus TRUE
315 25 15 1.00 0.00 bus bus TRUE
316 25 16 1.00 0.00 bus bus TRUE
317 25 17 1.00 0.00 bus bus TRUE
318 25 18 0.00 1.00 car car TRUE
319 25 19 1.00 0.00 bus bus TRUE
320 25 20 1.00 0.00 bus bus TRUE
321 25 21 1.00 0.00 bus bus TRUE
322 25 22 1.00 0.00 bus bus TRUE
323 25 23 0.81 0.19 bus bus TRUE
324 25 24 0.01 0.99 car car TRUE
325 25 25 1.00 0.00 bus bus TRUE
326 26 1 0.05 0.95 car car TRUE
327 26 2 1.00 0.00 bus bus TRUE
328 26 3 1.00 0.00 bus bus TRUE
329 26 4 0.92 0.08 bus bus TRUE
330 26 5 1.00 0.00 bus bus TRUE
331 26 6 1.00 0.00 bus bus TRUE
332 26 7 0.99 0.01 bus bus TRUE
333 26 8 1.00 0.00 bus bus TRUE
334 26 9 0.00 1.00 car car TRUE
335 26 10 1.00 0.00 bus bus TRUE
336 26 11 1.00 0.00 bus bus TRUE
337 26 12 1.00 0.00 bus bus TRUE
338 26 13 0.00 1.00 car car TRUE
339 26 14 0.04 0.96 car car TRUE
340 26 15 0.00 1.00 car car TRUE
341 26 16 0.00 1.00 car car TRUE
342 26 17 0.00 1.00 car car TRUE
343 26 18 1.00 0.00 bus bus TRUE
344 26 19 0.93 0.07 bus bus TRUE
345 26 20 0.79 0.21 bus bus TRUE
346 26 21 1.00 0.00 bus bus TRUE
347 26 22 0.86 0.14 bus bus TRUE
348 26 23 1.00 0.00 bus bus TRUE
349 26 24 0.73 0.27 car bus FALSE
350 26 25 1.00 0.00 bus bus TRUE
351 26 26 1.00 0.00 bus bus TRUE
352 27 1 0.35 0.65 car car TRUE
353 27 2 1.00 0.00 bus bus TRUE
354 27 3 0.01 0.99 car car TRUE
355 27 4 0.00 1.00 car car TRUE
356 27 5 1.00 0.00 bus bus TRUE
357 27 6 0.99 0.01 bus bus TRUE
358 27 7 1.00 0.00 bus bus TRUE
359 27 8 1.00 0.00 bus bus TRUE
360 27 9 1.00 0.00 bus bus TRUE
361 27 10 0.42 0.58 bus car FALSE
362 27 11 0.04 0.96 car car TRUE
363 27 12 1.00 0.00 bus bus TRUE
364 27 13 0.00 1.00 car car TRUE
365 27 14 0.99 0.01 bus bus TRUE
366 27 15 0.99 0.01 bus bus TRUE
367 27 16 0.00 1.00 car car TRUE
368 27 17 1.00 0.00 bus bus TRUE
369 27 18 1.00 0.00 bus bus TRUE
370 27 19 0.27 0.73 car car TRUE
371 27 20 0.96 0.04 bus bus TRUE
372 27 21 0.00 1.00 car car TRUE
373 27 22 1.00 0.00 bus bus TRUE
374 27 23 0.99 0.01 bus bus TRUE
375 27 24 1.00 0.00 bus bus TRUE
376 27 25 0.90 0.10 bus bus TRUE
377 27 26 1.00 0.00 bus bus TRUE
378 27 27 0.51 0.49 bus bus TRUE
379 28 1 0.98 0.02 bus bus TRUE
380 28 2 1.00 0.00 bus bus TRUE
381 28 3 0.84 0.16 bus bus TRUE
382 28 4 0.68 0.32 car bus FALSE
383 28 5 1.00 0.00 bus bus TRUE
384 28 6 0.99 0.01 bus bus TRUE
385 28 7 1.00 0.00 bus bus TRUE
386 28 8 1.00 0.00 bus bus TRUE
387 28 9 0.37 0.63 car car TRUE
388 28 10 1.00 0.00 bus bus TRUE
389 28 11 1.00 0.00 bus bus TRUE
390 28 12 0.01 0.99 car car TRUE
391 28 13 1.00 0.00 bus bus TRUE
392 28 14 1.00 0.00 bus bus TRUE
393 28 15 1.00 0.00 bus bus TRUE
394 28 16 0.00 1.00 car car TRUE
395 28 17 0.99 0.01 bus bus TRUE
396 28 18 1.00 0.00 bus bus TRUE
397 28 19 1.00 0.00 bus bus TRUE
398 28 20 0.00 1.00 car car TRUE
399 28 21 1.00 0.00 bus bus TRUE
400 28 22 1.00 0.00 bus bus TRUE
401 28 23 1.00 0.00 bus bus TRUE
402 28 24 1.00 0.00 bus bus TRUE
403 28 25 0.00 1.00 car car TRUE
404 28 26 0.99 0.01 bus bus TRUE
405 28 27 1.00 0.00 bus bus TRUE
406 28 28 0.00 1.00 car car TRUE
407 29 1 1.00 0.00 bus bus TRUE
408 29 2 1.00 0.00 bus bus TRUE
409 29 3 1.00 0.00 bus bus TRUE
410 29 4 0.98 0.02 bus bus TRUE
411 29 5 0.61 0.39 car bus FALSE
412 29 6 1.00 0.00 bus bus TRUE
413 29 7 1.00 0.00 bus bus TRUE
414 29 8 1.00 0.00 bus bus TRUE
415 29 9 0.32 0.68 car car TRUE
416 29 10 0.00 1.00 car car TRUE
417 29 11 1.00 0.00 bus bus TRUE
418 29 12 1.00 0.00 bus bus TRUE
419 29 13 1.00 0.00 bus bus TRUE
420 29 14 0.96 0.04 bus bus TRUE
421 29 15 1.00 0.00 bus bus TRUE
422 29 16 1.00 0.00 bus bus TRUE
423 29 17 1.00 0.00 bus bus TRUE
424 29 18 1.00 0.00 bus bus TRUE
425 29 19 1.00 0.00 bus bus TRUE
426 29 20 0.00 1.00 car car TRUE
427 29 21 0.00 1.00 car car TRUE
428 29 22 0.55 0.45 bus bus TRUE
429 29 23 0.99 0.01 bus bus TRUE
430 29 24 1.00 0.00 bus bus TRUE
431 29 25 1.00 0.00 bus bus TRUE
432 29 26 1.00 0.00 bus bus TRUE
433 29 27 1.00 0.00 bus bus TRUE
434 29 28 0.42 0.58 bus car FALSE
435 29 29 1.00 0.00 bus bus TRUE
436 30 1 0.33 0.67 bus car FALSE
437 30 2 0.00 1.00 car car TRUE
438 30 3 0.90 0.10 bus bus TRUE
439 30 4 0.00 1.00 car car TRUE
440 30 5 0.00 1.00 car car TRUE
441 30 6 1.00 0.00 bus bus TRUE
442 30 7 0.00 1.00 car car TRUE
443 30 8 0.96 0.04 bus bus TRUE
444 30 9 1.00 0.00 bus bus TRUE
445 30 10 0.97 0.03 bus bus TRUE
446 30 11 1.00 0.00 bus bus TRUE
447 30 12 0.00 1.00 car car TRUE
448 30 13 1.00 0.00 bus bus TRUE
449 30 14 0.00 1.00 car car TRUE
450 30 15 0.00 1.00 car car TRUE
451 30 16 1.00 0.00 bus bus TRUE
452 30 17 1.00 0.00 bus bus TRUE
453 30 18 1.00 0.00 bus bus TRUE
454 30 19 0.39 0.61 car car TRUE
455 30 20 0.02 0.98 car car TRUE
456 30 21 0.00 1.00 car car TRUE
457 30 22 1.00 0.00 bus bus TRUE
458 30 23 1.00 0.00 bus bus TRUE
459 30 24 1.00 0.00 bus bus TRUE
460 30 25 0.00 1.00 car car TRUE
461 30 26 1.00 0.00 bus bus TRUE
462 30 27 0.09 0.91 car car TRUE
463 30 28 1.00 0.00 bus bus TRUE
464 30 29 0.02 0.98 car car TRUE
465 30 30 0.86 0.14 bus bus TRUE
466 31 1 1.00 0.00 bus bus TRUE
467 31 2 0.73 0.27 bus bus TRUE
468 31 3 1.00 0.00 bus bus TRUE
469 31 4 0.60 0.40 bus bus TRUE
470 31 5 1.00 0.00 bus bus TRUE
471 31 6 1.00 0.00 bus bus TRUE
472 31 7 1.00 0.00 bus bus TRUE
473 31 8 1.00 0.00 bus bus TRUE
474 31 9 0.00 1.00 car car TRUE
475 31 10 1.00 0.00 bus bus TRUE
476 31 11 0.03 0.97 car car TRUE
477 31 12 1.00 0.00 bus bus TRUE
478 31 13 0.00 1.00 car car TRUE
479 31 14 0.29 0.71 bus car FALSE
480 31 15 0.99 0.01 bus bus TRUE
481 31 16 0.99 0.01 bus bus TRUE
482 31 17 0.74 0.26 car bus FALSE
483 31 18 0.95 0.05 bus bus TRUE
484 31 19 0.00 1.00 car car TRUE
485 31 20 0.00 1.00 car car TRUE
486 31 21 0.99 0.01 bus bus TRUE
487 31 22 1.00 0.00 bus bus TRUE
488 31 23 0.49 0.51 car car TRUE
489 31 24 1.00 0.00 bus bus TRUE
490 31 25 1.00 0.00 bus bus TRUE
491 31 26 1.00 0.00 bus bus TRUE
492 31 27 1.00 0.00 bus bus TRUE
493 31 28 1.00 0.00 bus bus TRUE
494 31 29 0.01 0.99 car car TRUE
495 31 30 1.00 0.00 bus bus TRUE
496 31 31 1.00 0.00 bus bus TRUE
497 32 1 1.00 0.00 bus bus TRUE
498 32 2 0.89 0.11 bus bus TRUE
499 32 3 1.00 0.00 bus bus TRUE
500 32 4 0.00 1.00 car car TRUE
501 32 5 0.00 1.00 car car TRUE
502 32 6 1.00 0.00 bus bus TRUE
503 32 7 0.02 0.98 car car TRUE
504 32 8 0.00 1.00 car car TRUE
505 32 9 1.00 0.00 bus bus TRUE
506 32 10 1.00 0.00 bus bus TRUE
507 32 11 0.02 0.98 car car TRUE
508 32 12 0.00 1.00 car car TRUE
509 32 13 1.00 0.00 bus bus TRUE
510 32 14 1.00 0.00 bus bus TRUE
511 32 15 1.00 0.00 bus bus TRUE
512 32 16 1.00 0.00 bus bus TRUE
513 32 17 1.00 0.00 bus bus TRUE
514 32 18 1.00 0.00 bus bus TRUE
515 32 19 1.00 0.00 bus bus TRUE
516 32 20 1.00 0.00 bus bus TRUE
517 32 21 0.03 0.97 car car TRUE
518 32 22 0.30 0.70 car car TRUE
519 32 23 1.00 0.00 bus bus TRUE
520 32 24 1.00 0.00 bus bus TRUE
521 32 25 0.00 1.00 car car TRUE
522 32 26 1.00 0.00 bus bus TRUE
523 32 27 1.00 0.00 bus bus TRUE
524 32 28 1.00 0.00 bus bus TRUE
525 32 29 0.11 0.89 car car TRUE
526 32 30 1.00 0.00 bus bus TRUE
527 32 31 1.00 0.00 bus bus TRUE
528 32 32 1.00 0.00 bus bus TRUE
529 33 1 1.00 0.00 bus bus TRUE
530 33 2 1.00 0.00 bus bus TRUE
531 33 3 0.94 0.06 car bus FALSE
532 33 4 1.00 0.00 bus bus TRUE
533 33 5 0.00 1.00 car car TRUE
534 33 6 0.18 0.82 car car TRUE
535 33 7 0.31 0.69 car car TRUE
536 33 8 0.99 0.01 bus bus TRUE
537 33 9 1.00 0.00 bus bus TRUE
538 33 10 0.92 0.08 bus bus TRUE
539 33 11 1.00 0.00 bus bus TRUE
540 33 12 0.25 0.75 car car TRUE
541 33 13 1.00 0.00 bus bus TRUE
542 33 14 0.70 0.30 bus bus TRUE
543 33 15 0.98 0.02 bus bus TRUE
544 33 16 1.00 0.00 bus bus TRUE
545 33 17 1.00 0.00 bus bus TRUE
546 33 18 0.00 1.00 car car TRUE
547 33 19 1.00 0.00 bus bus TRUE
548 33 20 0.00 1.00 car car TRUE
549 33 21 0.01 0.99 car car TRUE
550 33 22 0.99 0.01 bus bus TRUE
551 33 23 1.00 0.00 bus bus TRUE
552 33 24 1.00 0.00 bus bus TRUE
553 33 25 1.00 0.00 bus bus TRUE
554 33 26 0.00 1.00 car car TRUE
555 33 27 1.00 0.00 bus bus TRUE
556 33 28 0.99 0.01 bus bus TRUE
557 33 29 1.00 0.00 bus bus TRUE
558 33 30 0.83 0.17 bus bus TRUE
559 33 31 1.00 0.00 bus bus TRUE
560 33 32 1.00 0.00 bus bus TRUE
561 33 33 0.00 1.00 car car TRUE
562 34 1 0.00 1.00 car car TRUE
563 34 2 1.00 0.00 bus bus TRUE
564 34 3 1.00 0.00 bus bus TRUE
565 34 4 1.00 0.00 bus bus TRUE
566 34 5 0.40 0.60 bus car FALSE
567 34 6 0.00 1.00 car car TRUE
568 34 7 0.10 0.90 car car TRUE
569 34 8 1.00 0.00 bus bus TRUE
570 34 9 0.99 0.01 bus bus TRUE
571 34 10 1.00 0.00 bus bus TRUE
572 34 11 1.00 0.00 bus bus TRUE
573 34 12 0.91 0.09 bus bus TRUE
574 34 13 1.00 0.00 bus bus TRUE
575 34 14 1.00 0.00 bus bus TRUE
576 34 15 1.00 0.00 bus bus TRUE
577 34 16 1.00 0.00 bus bus TRUE
578 34 17 0.90 0.10 bus bus TRUE
579 34 18 0.92 0.08 bus bus TRUE
580 34 19 0.51 0.49 bus bus TRUE
581 34 20 1.00 0.00 bus bus TRUE
582 34 21 0.94 0.06 bus bus TRUE
583 34 22 1.00 0.00 bus bus TRUE
584 34 23 0.00 1.00 car car TRUE
585 34 24 1.00 0.00 bus bus TRUE
586 34 25 1.00 0.00 bus bus TRUE
587 34 26 0.04 0.96 car car TRUE
588 34 27 0.98 0.02 bus bus TRUE
589 34 28 1.00 0.00 bus bus TRUE
590 34 29 1.00 0.00 bus bus TRUE
591 34 30 0.55 0.45 bus bus TRUE
592 34 31 1.00 0.00 bus bus TRUE
593 34 32 1.00 0.00 bus bus TRUE
594 34 33 0.00 1.00 car car TRUE
595 34 34 0.08 0.92 bus car FALSE
596 35 1 0.00 1.00 car car TRUE
597 35 2 0.81 0.19 car bus FALSE
598 35 3 0.99 0.01 bus bus TRUE
599 35 4 1.00 0.00 bus bus TRUE
600 35 5 0.63 0.37 car bus FALSE
601 35 6 1.00 0.00 bus bus TRUE
602 35 7 1.00 0.00 bus bus TRUE
603 35 8 1.00 0.00 bus bus TRUE
604 35 9 0.99 0.01 bus bus TRUE
605 35 10 0.99 0.01 bus bus TRUE
606 35 11 0.00 1.00 car car TRUE
607 35 12 1.00 0.00 bus bus TRUE
608 35 13 1.00 0.00 bus bus TRUE
609 35 14 1.00 0.00 bus bus TRUE
610 35 15 0.99 0.01 bus bus TRUE
611 35 16 1.00 0.00 bus bus TRUE
612 35 17 1.00 0.00 bus bus TRUE
613 35 18 0.59 0.41 bus bus TRUE
614 35 19 0.89 0.11 bus bus TRUE
615 35 20 0.00 1.00 car car TRUE
616 35 21 0.04 0.96 car car TRUE
617 35 22 0.00 1.00 car car TRUE
618 35 23 0.58 0.42 car bus FALSE
619 35 24 0.00 1.00 car car TRUE
620 35 25 0.36 0.64 bus car FALSE
621 35 26 1.00 0.00 bus bus TRUE
622 35 27 0.82 0.18 bus bus TRUE
623 35 28 0.18 0.82 car car TRUE
624 35 29 0.98 0.02 bus bus TRUE
625 35 30 0.07 0.93 car car TRUE
626 35 31 1.00 0.00 bus bus TRUE
627 35 32 0.80 0.20 bus bus TRUE
628 35 33 0.00 1.00 car car TRUE
629 35 34 0.83 0.17 bus bus TRUE
630 35 35 1.00 0.00 bus bus TRUE
Code
predict(model, data = data$test, overview = TRUE)
Output
predicted
true bus car
bus 435 7
car 15 188
preference classification works
Code
classification(model, add_true = TRUE)
Output
1 2 est true
1 0.054 0.946 2 2
2 0.992 0.008 1 1
3 0.996 0.004 1 1
4 0.004 0.996 2 2
5 0.002 0.998 2 2
6 1.000 0.000 1 1
7 0.480 0.520 2 2
8 0.998 0.002 1 1
9 0.998 0.002 1 1
10 0.996 0.004 1 1
11 0.972 0.028 1 1
12 0.992 0.008 1 1
13 1.000 0.000 1 1
14 0.996 0.004 1 1
15 1.000 0.000 1 1
16 0.026 0.974 2 2
17 0.954 0.046 1 1
18 0.912 0.088 1 1
19 0.986 0.014 1 1
20 0.992 0.008 1 1
21 0.988 0.012 1 1
22 0.998 0.002 1 1
23 0.258 0.742 2 2
24 0.934 0.066 1 1
25 0.012 0.988 2 2
26 0.990 0.010 1 1
27 0.110 0.890 2 2
28 0.978 0.022 1 1
29 1.000 0.000 1 1
30 0.936 0.064 1 1
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