SVM.java
11.8 KB
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
//
// This file is auto-generated. Please don't modify it!
//
package org.opencv.ml;
import java.lang.String;
import org.opencv.core.Mat;
import org.opencv.core.TermCriteria;
// C++: class SVM
//javadoc: SVM
public class SVM extends StatModel {
protected SVM(long addr) { super(addr); }
public static final int
C_SVC = 100,
NU_SVC = 101,
ONE_CLASS = 102,
EPS_SVR = 103,
NU_SVR = 104,
CUSTOM = -1,
LINEAR = 0,
POLY = 1,
RBF = 2,
SIGMOID = 3,
CHI2 = 4,
INTER = 5,
C = 0,
GAMMA = 1,
P = 2,
NU = 3,
COEF = 4,
DEGREE = 5;
//
// C++: Mat getClassWeights()
//
//javadoc: SVM::getClassWeights()
public Mat getClassWeights()
{
Mat retVal = new Mat(getClassWeights_0(nativeObj));
return retVal;
}
//
// C++: Mat getSupportVectors()
//
//javadoc: SVM::getSupportVectors()
public Mat getSupportVectors()
{
Mat retVal = new Mat(getSupportVectors_0(nativeObj));
return retVal;
}
//
// C++: Mat getUncompressedSupportVectors()
//
//javadoc: SVM::getUncompressedSupportVectors()
public Mat getUncompressedSupportVectors()
{
Mat retVal = new Mat(getUncompressedSupportVectors_0(nativeObj));
return retVal;
}
//
// C++: static Ptr_ParamGrid getDefaultGridPtr(int param_id)
//
//javadoc: SVM::getDefaultGridPtr(param_id)
public static ParamGrid getDefaultGridPtr(int param_id)
{
ParamGrid retVal = new ParamGrid(getDefaultGridPtr_0(param_id));
return retVal;
}
//
// C++: static Ptr_SVM create()
//
//javadoc: SVM::create()
public static SVM create()
{
SVM retVal = new SVM(create_0());
return retVal;
}
//
// C++: static Ptr_SVM load(String filepath)
//
//javadoc: SVM::load(filepath)
public static SVM load(String filepath)
{
SVM retVal = new SVM(load_0(filepath));
return retVal;
}
//
// C++: TermCriteria getTermCriteria()
//
//javadoc: SVM::getTermCriteria()
public TermCriteria getTermCriteria()
{
TermCriteria retVal = new TermCriteria(getTermCriteria_0(nativeObj));
return retVal;
}
//
// C++: bool trainAuto(Mat samples, int layout, Mat responses, int kFold = 10, Ptr_ParamGrid Cgrid = SVM::getDefaultGridPtr(SVM::C), Ptr_ParamGrid gammaGrid = SVM::getDefaultGridPtr(SVM::GAMMA), Ptr_ParamGrid pGrid = SVM::getDefaultGridPtr(SVM::P), Ptr_ParamGrid nuGrid = SVM::getDefaultGridPtr(SVM::NU), Ptr_ParamGrid coeffGrid = SVM::getDefaultGridPtr(SVM::COEF), Ptr_ParamGrid degreeGrid = SVM::getDefaultGridPtr(SVM::DEGREE), bool balanced = false)
//
//javadoc: SVM::trainAuto(samples, layout, responses, kFold, Cgrid, gammaGrid, pGrid, nuGrid, coeffGrid, degreeGrid, balanced)
public boolean trainAuto(Mat samples, int layout, Mat responses, int kFold, ParamGrid Cgrid, ParamGrid gammaGrid, ParamGrid pGrid, ParamGrid nuGrid, ParamGrid coeffGrid, ParamGrid degreeGrid, boolean balanced)
{
boolean retVal = trainAuto_0(nativeObj, samples.nativeObj, layout, responses.nativeObj, kFold, Cgrid.getNativeObjAddr(), gammaGrid.getNativeObjAddr(), pGrid.getNativeObjAddr(), nuGrid.getNativeObjAddr(), coeffGrid.getNativeObjAddr(), degreeGrid.getNativeObjAddr(), balanced);
return retVal;
}
//javadoc: SVM::trainAuto(samples, layout, responses)
public boolean trainAuto(Mat samples, int layout, Mat responses)
{
boolean retVal = trainAuto_1(nativeObj, samples.nativeObj, layout, responses.nativeObj);
return retVal;
}
//
// C++: double getC()
//
//javadoc: SVM::getC()
public double getC()
{
double retVal = getC_0(nativeObj);
return retVal;
}
//
// C++: double getCoef0()
//
//javadoc: SVM::getCoef0()
public double getCoef0()
{
double retVal = getCoef0_0(nativeObj);
return retVal;
}
//
// C++: double getDecisionFunction(int i, Mat& alpha, Mat& svidx)
//
//javadoc: SVM::getDecisionFunction(i, alpha, svidx)
public double getDecisionFunction(int i, Mat alpha, Mat svidx)
{
double retVal = getDecisionFunction_0(nativeObj, i, alpha.nativeObj, svidx.nativeObj);
return retVal;
}
//
// C++: double getDegree()
//
//javadoc: SVM::getDegree()
public double getDegree()
{
double retVal = getDegree_0(nativeObj);
return retVal;
}
//
// C++: double getGamma()
//
//javadoc: SVM::getGamma()
public double getGamma()
{
double retVal = getGamma_0(nativeObj);
return retVal;
}
//
// C++: double getNu()
//
//javadoc: SVM::getNu()
public double getNu()
{
double retVal = getNu_0(nativeObj);
return retVal;
}
//
// C++: double getP()
//
//javadoc: SVM::getP()
public double getP()
{
double retVal = getP_0(nativeObj);
return retVal;
}
//
// C++: int getKernelType()
//
//javadoc: SVM::getKernelType()
public int getKernelType()
{
int retVal = getKernelType_0(nativeObj);
return retVal;
}
//
// C++: int getType()
//
//javadoc: SVM::getType()
public int getType()
{
int retVal = getType_0(nativeObj);
return retVal;
}
//
// C++: void setC(double val)
//
//javadoc: SVM::setC(val)
public void setC(double val)
{
setC_0(nativeObj, val);
return;
}
//
// C++: void setClassWeights(Mat val)
//
//javadoc: SVM::setClassWeights(val)
public void setClassWeights(Mat val)
{
setClassWeights_0(nativeObj, val.nativeObj);
return;
}
//
// C++: void setCoef0(double val)
//
//javadoc: SVM::setCoef0(val)
public void setCoef0(double val)
{
setCoef0_0(nativeObj, val);
return;
}
//
// C++: void setDegree(double val)
//
//javadoc: SVM::setDegree(val)
public void setDegree(double val)
{
setDegree_0(nativeObj, val);
return;
}
//
// C++: void setGamma(double val)
//
//javadoc: SVM::setGamma(val)
public void setGamma(double val)
{
setGamma_0(nativeObj, val);
return;
}
//
// C++: void setKernel(int kernelType)
//
//javadoc: SVM::setKernel(kernelType)
public void setKernel(int kernelType)
{
setKernel_0(nativeObj, kernelType);
return;
}
//
// C++: void setNu(double val)
//
//javadoc: SVM::setNu(val)
public void setNu(double val)
{
setNu_0(nativeObj, val);
return;
}
//
// C++: void setP(double val)
//
//javadoc: SVM::setP(val)
public void setP(double val)
{
setP_0(nativeObj, val);
return;
}
//
// C++: void setTermCriteria(TermCriteria val)
//
//javadoc: SVM::setTermCriteria(val)
public void setTermCriteria(TermCriteria val)
{
setTermCriteria_0(nativeObj, val.type, val.maxCount, val.epsilon);
return;
}
//
// C++: void setType(int val)
//
//javadoc: SVM::setType(val)
public void setType(int val)
{
setType_0(nativeObj, val);
return;
}
@Override
protected void finalize() throws Throwable {
delete(nativeObj);
}
// C++: Mat getClassWeights()
private static native long getClassWeights_0(long nativeObj);
// C++: Mat getSupportVectors()
private static native long getSupportVectors_0(long nativeObj);
// C++: Mat getUncompressedSupportVectors()
private static native long getUncompressedSupportVectors_0(long nativeObj);
// C++: static Ptr_ParamGrid getDefaultGridPtr(int param_id)
private static native long getDefaultGridPtr_0(int param_id);
// C++: static Ptr_SVM create()
private static native long create_0();
// C++: static Ptr_SVM load(String filepath)
private static native long load_0(String filepath);
// C++: TermCriteria getTermCriteria()
private static native double[] getTermCriteria_0(long nativeObj);
// C++: bool trainAuto(Mat samples, int layout, Mat responses, int kFold = 10, Ptr_ParamGrid Cgrid = SVM::getDefaultGridPtr(SVM::C), Ptr_ParamGrid gammaGrid = SVM::getDefaultGridPtr(SVM::GAMMA), Ptr_ParamGrid pGrid = SVM::getDefaultGridPtr(SVM::P), Ptr_ParamGrid nuGrid = SVM::getDefaultGridPtr(SVM::NU), Ptr_ParamGrid coeffGrid = SVM::getDefaultGridPtr(SVM::COEF), Ptr_ParamGrid degreeGrid = SVM::getDefaultGridPtr(SVM::DEGREE), bool balanced = false)
private static native boolean trainAuto_0(long nativeObj, long samples_nativeObj, int layout, long responses_nativeObj, int kFold, long Cgrid_nativeObj, long gammaGrid_nativeObj, long pGrid_nativeObj, long nuGrid_nativeObj, long coeffGrid_nativeObj, long degreeGrid_nativeObj, boolean balanced);
private static native boolean trainAuto_1(long nativeObj, long samples_nativeObj, int layout, long responses_nativeObj);
// C++: double getC()
private static native double getC_0(long nativeObj);
// C++: double getCoef0()
private static native double getCoef0_0(long nativeObj);
// C++: double getDecisionFunction(int i, Mat& alpha, Mat& svidx)
private static native double getDecisionFunction_0(long nativeObj, int i, long alpha_nativeObj, long svidx_nativeObj);
// C++: double getDegree()
private static native double getDegree_0(long nativeObj);
// C++: double getGamma()
private static native double getGamma_0(long nativeObj);
// C++: double getNu()
private static native double getNu_0(long nativeObj);
// C++: double getP()
private static native double getP_0(long nativeObj);
// C++: int getKernelType()
private static native int getKernelType_0(long nativeObj);
// C++: int getType()
private static native int getType_0(long nativeObj);
// C++: void setC(double val)
private static native void setC_0(long nativeObj, double val);
// C++: void setClassWeights(Mat val)
private static native void setClassWeights_0(long nativeObj, long val_nativeObj);
// C++: void setCoef0(double val)
private static native void setCoef0_0(long nativeObj, double val);
// C++: void setDegree(double val)
private static native void setDegree_0(long nativeObj, double val);
// C++: void setGamma(double val)
private static native void setGamma_0(long nativeObj, double val);
// C++: void setKernel(int kernelType)
private static native void setKernel_0(long nativeObj, int kernelType);
// C++: void setNu(double val)
private static native void setNu_0(long nativeObj, double val);
// C++: void setP(double val)
private static native void setP_0(long nativeObj, double val);
// C++: void setTermCriteria(TermCriteria val)
private static native void setTermCriteria_0(long nativeObj, int val_type, int val_maxCount, double val_epsilon);
// C++: void setType(int val)
private static native void setType_0(long nativeObj, int val);
// native support for java finalize()
private static native void delete(long nativeObj);
}