-
Notifications
You must be signed in to change notification settings - Fork 0
/
tables.tex
540 lines (450 loc) · 34.9 KB
/
tables.tex
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{wisconsin}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/wisconsin_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.957 &\color{black} \bfseries 0.964 & -1.04 & 0.36 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.954 & \color{black} \bfseries 0.954 & 0.00 & 1.00 & 54 & \color{black} 0.9444\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.954 & \color{blue} \bfseries 0.961 & -569.10 & 0.00 & 8449 & \color{blue} 0.0556\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/wisconsin_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.957 &\color{black} \bfseries 0.935 & 2.73 & 0.05 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.954 & \color{black} \bfseries 0.954 & 0.00 & 1.00 & 1910 & \color{black} 0.5197\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.954 & \color{red} 0.933 & 569.10 & 0.00 & 8039 & \color{red} 0.4803\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/wisconsin_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.964 &\color{red} 0.935 & 3.49 & 0.03 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.957 & \color{black} \bfseries 0.951 & 0.45 & 0.68 & 5722 & \color{black} 0.2887\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.963 & \color{red} 0.917 & 25.90 & 0.00 & 3026 & \color{red} 0.7113\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{wine}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/wine_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.972 &\color{red} 0.703 & 10.56 & 0.00 & --- & ---\\\midrule
{\tiny=}& --- & --- & --- & --- & --- & ---\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.976 & \color{red} 0.677 & 114.79 & 0.00 & 744 & \color{red} 1.0000\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/wine_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.972 &\color{red} 0.917 & 3.25 & 0.03 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.972 & \color{black} \bfseries 0.966 & 0.27 & 0.80 & 650 & \color{black} 0.3246\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.971 & \color{red} 0.886 & 58.74 & 0.00 & 6516 & \color{red} 0.6754\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/wine_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.703 &\color{blue} \bfseries 0.917 & -6.99 & 0.00 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.714 & \color{black} \bfseries 0.874 & -1.84 & 0.14 & 8034 & \color{black} 0.0025\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.679 & \color{blue} \bfseries 0.921 & -73.78 & 0.00 & 3837 & \color{blue} 0.9975\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{soybean}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/soybean_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 1.000 &\color{black} \bfseries 1.000 & 1.43 & 0.23 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.975 & \color{black} \bfseries 0.975 & 0.00 & 1.00 & 1 & \color{black} 0.9969\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 1.000 & \color{red} 0.916 & 3.97 & 0.02 & 4028 & \color{red} 0.0031\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/soybean_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 1.000 &\color{black} \bfseries 1.000 & 0.00 & 1.00 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 1.000 & \color{black} \bfseries 1.000 & 0.00 & 1.00 & 0 & \color{black} 1.0000\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/soybean_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 1.000 &\color{black} \bfseries 1.000 & -1.34 & 0.25 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.960 & \color{black} \bfseries 0.960 & 0.00 & 1.00 & 20 & \color{black} 0.9969\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.916 & \color{blue} \bfseries 1.000 & -3.97 & 0.02 & 4028 & \color{blue} 0.0031\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{sonar}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/sonar_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.683 &\color{blue} \bfseries 0.805 & -2.96 & 0.04 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.695 & \color{black} \bfseries 0.719 & -0.40 & 0.71 & 3354 & \color{black} 0.4383\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.666 & \color{blue} \bfseries 0.811 & -106.50 & 0.00 & 4661 & \color{blue} 0.5617\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/sonar_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.683 &\color{black} \bfseries 0.732 & -0.90 & 0.41 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.666 & \color{black} \bfseries 0.666 & 0.00 & 1.00 & 706 & \color{black} 0.9369\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.691 & \color{blue} \bfseries 0.769 & -15.20 & 0.00 & 3658 & \color{blue} 0.0624\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.705 & \color{red} 0.642 & 4.27 & 0.01 & 9373 & \color{red} 0.0007\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/sonar_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.805 &\color{black} \bfseries 0.732 & 2.09 & 0.11 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.773 & \color{black} \bfseries 0.773 & 0.00 & 1.00 & 812 & \color{black} 0.7011\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.759 & \color{blue} \bfseries 0.807 & -4.56 & 0.01 & 6155 & \color{blue} 0.0001\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.802 & \color{red} 0.730 & 106.50 & 0.00 & 1490 & \color{red} 0.2988\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{monkthree}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/monkthree_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.918 &\color{blue} \bfseries 0.982 & -5.39 & 0.01 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.917 & \color{black} \bfseries 0.976 & -1.92 & 0.13 & 5863 & \color{black} 0.0144\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.917 & \color{blue} \bfseries 0.980 & -278.18 & 0.00 & 8088 & \color{blue} 0.9856\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/monkthree_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.918 &\color{blue} \bfseries 0.973 & -4.22 & 0.01 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.919 & \color{black} \bfseries 0.951 & -1.23 & 0.29 & 6508 & \color{black} 0.1189\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.924 & \color{blue} \bfseries 0.969 & -278.18 & 0.00 & 286 & \color{blue} 0.8811\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/monkthree_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.982 &\color{black} \bfseries 0.973 & 1.58 & 0.19 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.975 & \color{black} \bfseries 0.975 & 0.00 & 1.00 & 808 & \color{black} 0.8434\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.971 & \color{blue} \bfseries 0.978 & -4.00 & 0.02 & 6698 & \color{blue} 0.0002\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.982 & \color{red} 0.973 & 278.18 & 0.00 & 3450 & \color{red} 0.1564\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{monkone}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/monkone_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.664 &\color{blue} \bfseries 0.946 & -15.84 & 0.00 & --- & ---\\\midrule
{\tiny=}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.667 & \color{blue} \bfseries 0.946 & -248.20 & 0.00 & 3069 & \color{blue} 1.0000\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/monkone_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.664 &\color{blue} \bfseries 0.973 & -13.97 & 0.00 & --- & ---\\\midrule
{\tiny=}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.665 & \color{blue} \bfseries 0.960 & -194.79 & 0.00 & 7464 & \color{blue} 1.0000\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/monkone_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.946 &\color{black} \bfseries 0.973 & -1.49 & 0.21 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.946 & \color{black} \bfseries 0.946 & 0.00 & 1.00 & 8187 & \color{black} 0.7838\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.946 & \color{blue} \bfseries 0.973 & -248.20 & 0.00 & 1267 & \color{blue} 0.2155\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.955 & \color{red} 0.924 & 8.58 & 0.00 & 6884 & \color{red} 0.0007\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{liver}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/liver_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.565 &\color{blue} \bfseries 0.667 & -3.22 & 0.03 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.599 & \color{black} \bfseries 0.645 & -0.54 & 0.62 & 9468 & \color{black} 0.3571\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.526 & \color{blue} \bfseries 0.686 & -32.00 & 0.00 & 6543 & \color{blue} 0.6429\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/liver_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.565 &\color{black} \bfseries 0.638 & -2.12 & 0.10 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.573 & \color{black} \bfseries 0.573 & 0.00 & 1.00 & 7343 & \color{black} 0.7050\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.538 & \color{blue} \bfseries 0.657 & -42.07 & 0.00 & 1115 & \color{blue} 0.2950\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/liver_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.667 &\color{black} \bfseries 0.638 & 1.18 & 0.29 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.637 & \color{black} \bfseries 0.637 & 0.00 & 1.00 & 722 & \color{black} 0.8828\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.663 & \color{blue} \bfseries 0.689 & -8.96 & 0.00 & 8873 & \color{blue} 0.0008\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.669 & \color{red} 0.611 & 341.00 & 0.00 & 4553 & \color{red} 0.1164\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{ionosphere}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/ionosphere_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.886 &\color{red} 0.843 & 2.80 & 0.05 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.865 & \color{black} \bfseries 0.852 & 0.39 & 0.71 & 8760 & \color{black} 0.4935\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.877 & \color{red} 0.820 & 221.32 & 0.00 & 583 & \color{red} 0.5065\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/ionosphere_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.886 &\color{black} \bfseries 0.886 & 0.25 & 0.62 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.886 & \color{black} \bfseries 0.886 & 0.00 & 1.00 & 577 & \color{black} 0.9853\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.886 & \color{blue} \bfseries 0.900 & -221.32 & 0.00 & 2101 & \color{blue} 0.0037\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.891 & \color{red} 0.863 & 221.32 & 0.00 & 1416 & \color{red} 0.0110\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/ionosphere_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.843 &\color{black} \bfseries 0.886 & -2.38 & 0.08 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.840 & \color{black} \bfseries 0.840 & -0.01 & 1.00 & 7282 & \color{black} 0.6163\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.834 & \color{blue} \bfseries 0.906 & -221.32 & 0.00 & 4921 & \color{blue} 0.3837\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{heart}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/heart_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.852 &\color{red} 0.667 & 6.36 & 0.00 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.840 & \color{black} \bfseries 0.688 & 1.87 & 0.13 & 8208 & \color{black} 0.0042\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.848 & \color{red} 0.680 & 266.00 & 0.00 & 6676 & \color{red} 0.9958\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/heart_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.852 &\color{red} 0.741 & 4.17 & 0.01 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.821 & \color{black} \bfseries 0.777 & 0.98 & 0.38 & 5308 & \color{black} 0.1521\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.848 & \color{red} 0.718 & 266.00 & 0.00 & 7119 & \color{red} 0.8479\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/heart_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.667 &\color{black} \bfseries 0.741 & -2.39 & 0.08 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.665 & \color{black} \bfseries 0.665 & -0.00 & 1.00 & 2996 & \color{black} 0.6124\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.643 & \color{blue} \bfseries 0.770 & -38.47 & 0.00 & 219 & \color{blue} 0.3876\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{hayes}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/hayes_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.688 &\color{black} \bfseries 0.625 & 2.22 & 0.09 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.642 & \color{black} \bfseries 0.642 & 0.00 & 1.00 & 415 & \color{black} 0.6569\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.710 & \color{red} 0.616 & 63.09 & 0.00 & 8693 & \color{red} 0.3431\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/hayes_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.688 &\color{blue} \bfseries 0.812 & -3.22 & 0.03 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.800 & \color{black} \bfseries 0.798 & 0.03 & 0.98 & 1823 & \color{black} 0.3672\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.616 & \color{blue} \bfseries 0.811 & -39.51 & 0.00 & 8509 & \color{blue} 0.6328\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/hayes_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.625 &\color{blue} \bfseries 0.812 & -5.59 & 0.01 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.646 & \color{black} \bfseries 0.799 & -1.79 & 0.15 & 237 & \color{black} 0.0209\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.616 & \color{blue} \bfseries 0.836 & -63.09 & 0.00 & 1224 & \color{blue} 0.9791\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{german}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/german_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.725 &\color{black} \bfseries 0.690 & 2.03 & 0.11 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.708 & \color{black} \bfseries 0.708 & -0.00 & 1.00 & 1065 & \color{black} 0.7314\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.723 & \color{red} 0.679 & 23.46 & 0.00 & 2310 & \color{red} 0.2686\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/german_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.725 &\color{black} \bfseries 0.690 & 2.01 & 0.11 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.714 & \color{black} \bfseries 0.714 & 0.00 & 1.00 & 1199 & \color{black} 0.7265\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.716 & \color{red} 0.639 & 22.80 & 0.00 & 4743 & \color{red} 0.2735\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/german_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.690 &\color{black} \bfseries 0.690 & 0.04 & 0.55 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.678 & \color{black} \bfseries 0.678 & 0.00 & 1.00 & 1082 & \color{black} 0.9686\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.681 & \color{blue} \bfseries 0.710 & -9.98 & 0.00 & 9310 & \color{blue} 0.0136\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.695 & \color{red} 0.662 & 12.92 & 0.00 & 4886 & \color{red} 0.0178\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{cryotherapy}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/cryotherapy_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.833 &\color{red} 0.722 & 2.84 & 0.05 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.797 & \color{black} \bfseries 0.808 & -0.14 & 0.89 & 9087 & \color{black} 0.4775\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.843 & \color{red} 0.730 & 48.17 & 0.00 & 4366 & \color{red} 0.5225\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/cryotherapy_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.833 &\color{black} \bfseries 0.889 & -0.58 & 0.58 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.854 & \color{black} \bfseries 0.854 & 0.00 & 1.00 & 574 & \color{black} 0.9825\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.844 & \color{blue} \bfseries 0.900 & -48.17 & 0.00 & 2130 & \color{blue} 0.0173\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.853 & \color{red} 0.808 & 3.99 & 0.02 & 9673 & \color{red} 0.0002\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/cryotherapy_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.722 &\color{blue} \bfseries 0.889 & -3.42 & 0.03 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.706 & \color{black} \bfseries 0.727 & -0.35 & 0.75 & 2341 & \color{black} 0.3155\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.695 & \color{blue} \bfseries 0.864 & -48.17 & 0.00 & 6132 & \color{blue} 0.6845\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{breastcan}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/breastcan_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.964 &\color{black} \bfseries 0.971 & -1.97 & 0.12 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.965 & \color{black} \bfseries 0.965 & 0.00 & 1.00 & 7952 & \color{black} 0.7707\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.963 & \color{blue} \bfseries 0.971 & -339.31 & 0.00 & 797 & \color{blue} 0.2293\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/breastcan_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.964 &\color{black} \bfseries 0.949 & 2.16 & 0.10 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.959 & \color{black} \bfseries 0.959 & 0.00 & 1.00 & 8155 & \color{black} 0.6859\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.958 & \color{red} 0.943 & 339.31 & 0.00 & 1959 & \color{red} 0.3141\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/breastcan_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.971 &\color{red} 0.949 & 3.64 & 0.02 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.972 & \color{black} \bfseries 0.971 & 0.23 & 0.83 & 2795 & \color{black} 0.2610\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.969 & \color{red} 0.947 & 339.31 & 0.00 & 1379 & \color{red} 0.7390\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{banknote}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/banknote_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.839 &\color{blue} \bfseries 1.000 & -16.80 & 0.00 & --- & ---\\\midrule
{\tiny=}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.844 & \color{blue} \bfseries 0.999 & -181.97 & 0.00 & 6556 & \color{blue} 1.0000\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/banknote_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.839 &\color{blue} \bfseries 0.985 & -15.05 & 0.00 & --- & ---\\\midrule
{\tiny=}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.839 & \color{blue} \bfseries 0.983 & -152.70 & 0.00 & 2767 & \color{blue} 1.0000\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/banknote_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 1.000 &\color{red} 0.985 & 4.78 & 0.01 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 1.000 & \color{black} \bfseries 0.982 & 1.64 & 0.18 & 4207 & \color{black} 0.0364\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.999 & \color{red} 0.985 & 1374.00 & 0.00 & 7512 & \color{red} 0.9636\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{balance}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/balance_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.905 &\color{red} 0.849 & 5.94 & 0.00 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.888 & \color{black} \bfseries 0.868 & 1.06 & 0.35 & 2255 & \color{black} 0.0169\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.909 & \color{red} 0.843 & 44.58 & 0.00 & 5778 & \color{red} 0.9831\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/balance_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.905 &\color{red} 0.778 & 9.56 & 0.00 & --- & ---\\\midrule
{\tiny=}& --- & --- & --- & --- & --- & ---\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.888 & \color{red} 0.759 & 169.01 & 0.00 & 5436 & \color{red} 1.0000\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/balance_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.849 &\color{red} 0.778 & 5.45 & 0.01 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.820 & \color{black} \bfseries 0.797 & 1.38 & 0.24 & 8667 & \color{black} 0.0253\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.848 & \color{red} 0.766 & 56.00 & 0.00 & 281 & \color{red} 0.9747\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{australian}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/australian_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.788 &\color{red} 0.693 & 5.62 & 0.00 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.785 & \color{black} \bfseries 0.720 & 1.67 & 0.17 & 6603 & \color{black} 0.0148\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.788 & \color{red} 0.690 & 52.86 & 0.00 & 3095 & \color{red} 0.9852\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/australian_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.788 &\color{black} \bfseries 0.820 & -1.82 & 0.14 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.787 & \color{black} \bfseries 0.787 & 0.00 & 1.00 & 1337 & \color{black} 0.7754\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.787 & \color{blue} \bfseries 0.836 & -35.34 & 0.00 & 4786 & \color{blue} 0.2246\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/australian_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{blue} $\approx$ & \color{blue} 0.693 &\color{blue} \bfseries 0.820 & -6.98 & 0.00 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.679 & \color{black} \bfseries 0.774 & -2.21 & 0.09 & 6575 & \color{black} 0.0021\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.694 & \color{blue} \bfseries 0.839 & -72.59 & 0.00 & 3782 & \color{blue} 0.9979\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{iris}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/iris_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.967 &\color{black} \bfseries 0.967 & -1.00 & 0.37 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.960 & \color{black} \bfseries 0.960 & 0.00 & 1.00 & 0 & \color{black} 0.9872\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.946 & \color{blue} \bfseries 0.980 & -146.00 & 0.00 & 213 & \color{blue} 0.0128\\
{\tiny+}& --- & --- & --- & --- & --- & ---\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/iris_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.967 &\color{black} \bfseries 0.967 & 0.53 & 0.61 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.960 & \color{black} \bfseries 0.960 & 0.00 & 1.00 & 5 & \color{black} 0.9926\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.966 & \color{red} 0.940 & 4.00 & 0.02 & 4925 & \color{red} 0.0074\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/iris_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.967 &\color{black} \bfseries 0.967 & 1.63 & 0.18 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.960 & \color{black} \bfseries 0.960 & 0.00 & 1.00 & 2 & \color{black} 0.9205\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.966 & \color{red} 0.933 & 146.00 & 0.00 & 3785 & \color{red} 0.0795\\
\bottomrule\end{tabular}
\begin{tabular}{c||cc||c|c|c||c}
\toprule
\multicolumn{7}{c}{\textsc{diabetes}}\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/diabetes_0.eps}}\\
\midrule &\textsc{gnb} & \textsc{knn} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.758 &\color{red} 0.688 & 3.98 & 0.02 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.747 & \color{black} \bfseries 0.716 & 1.05 & 0.35 & 3322 & \color{black} 0.1633\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.756 & \color{red} 0.686 & 51.33 & 0.00 & 818 & \color{red} 0.8367\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/diabetes_1.eps}}\\
\midrule &\textsc{gnb} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{red} $\approx$ & \color{red} \bfseries 0.758 &\color{red} 0.699 & 3.09 & 0.04 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.751 & \color{black} \bfseries 0.751 & -0.00 & 1.00 & 3921 & \color{black} 0.4050\\
{\tiny-}& --- & --- & --- & --- & --- & ---\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.757 & \color{red} 0.695 & 36.94 & 0.00 & 3313 & \color{red} 0.5950\\
\bottomrule
\multicolumn{7}{c}{\includegraphics[width=7.5cm, trim=30 0 30 0]{figures/diabetes_2.eps}}\\
\midrule &\textsc{knn} & \textsc{dtc} & \textsc{t} & p & \textsc{i} & \textsc{d}\\
\color{black} $\approx$ & \color{black} \bfseries 0.688 &\color{black} \bfseries 0.699 & -0.63 & 0.47 & --- & ---\\\midrule
{\bfseries\color{black}\tiny=}& \color{black} \bfseries 0.687 & \color{black} \bfseries 0.687 & 0.00 & 1.00 & 3549 & \color{black} 0.9441\\
{\bfseries\color{blue}\tiny-}& \color{blue} 0.681 & \color{blue} \bfseries 0.733 & -14.88 & 0.00 & 8407 & \color{blue} 0.0529\\
{\bfseries\color{red}\tiny+}& \color{red} \bfseries 0.708 & \color{red} 0.674 & 7.92 & 0.00 & 9658 & \color{red} 0.0030\\
\bottomrule\end{tabular}