org.openimaj.ml.classification.boosting

Class AdaBoost

java.lang.Object

org.openimaj.ml.classification.boosting.AdaBoost

public class AdaBoost
extends Object

Constructor Summary

Constructors

Constructor and Description
AdaBoost()

Method Summary

Modifier and Type	Method and Description
static boolean	classify(float[] data, List<ObjectFloatPair<StumpClassifier>> ensemble)
static boolean	classify(float[] data, List<ObjectFloatPair<StumpClassifier>> ensemble, float threshold)
List<ObjectFloatPair<StumpClassifier>>	learn(LabelledDataProvider trainingSet, int numberOfRounds)
void	printClassificationQuality(LabelledDataProvider data, List<ObjectFloatPair<StumpClassifier>> ensemble, float threshold)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

AdaBoost

public AdaBoost()

Method Detail

learn

public List<ObjectFloatPair<StumpClassifier>> learn(LabelledDataProvider trainingSet,
                                                    int numberOfRounds)

printClassificationQuality

public void printClassificationQuality(LabelledDataProvider data,
                                       List<ObjectFloatPair<StumpClassifier>> ensemble,
                                       float threshold)

classify

public static boolean classify(float[] data,
                               List<ObjectFloatPair<StumpClassifier>> ensemble)

classify

public static boolean classify(float[] data,
                               List<ObjectFloatPair<StumpClassifier>> ensemble,
                               float threshold)