forked from qupath/qupath
-
Notifications
You must be signed in to change notification settings - Fork 13
/
DTreesClassifier.java
56 lines (49 loc) · 1.47 KB
/
DTreesClassifier.java
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
/*-
* #%L
* This file is part of QuPath.
* %%
* Copyright (C) 2014 - 2016 The Queen's University of Belfast, Northern Ireland
* Contact: IP Management (ipmanagement@qub.ac.uk)
* %%
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as
* published by the Free Software Foundation, either version 3 of the
* License, or (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public
* License along with this program. If not, see
* <http://www.gnu.org/licenses/gpl-3.0.html>.
* #L%
*/
package qupath.opencv.classify;
import org.bytedeco.opencv.opencv_ml.DTrees;
/**
* Wrapper for OpenCV's Decision Trees classifier.
*
* @author Pete Bankhead
*
*/
public class DTreesClassifier extends OpenCvClassifier<DTrees> {
@Override
protected DTrees createClassifier() {
DTrees trees = DTrees.create();
// Bug at time of writing appears to require these to be set,
// see http://code.opencv.org/issues/4480
trees.setCVFolds(0);
trees.setMaxDepth(1000);
return trees;
}
@Override
public String getName() {
return "Decision Trees";
}
@Override
public boolean supportsAutoUpdate() {
return true;
}
}