de.jungblut.online.regression

Class RegressionClassifier

java.lang.Object

de.jungblut.classification.AbstractPredictor

de.jungblut.online.regression.RegressionClassifier

All Implemented Interfaces:

de.jungblut.classification.Predictor

public class RegressionClassifier
extends de.jungblut.classification.AbstractPredictor

Classifier for regression model. Takes a model or the atomic parts of it and predicts the outcome for a given feature.

Author:

thomas.jungblut

Constructor Summary

Constructors

Constructor and Description
RegressionClassifier(de.jungblut.math.DoubleVector weights, de.jungblut.math.activation.ActivationFunction function)
RegressionClassifier(RegressionModel model)

Method Summary

Modifier and Type	Method and Description
de.jungblut.math.DoubleVector	predict(de.jungblut.math.DoubleVector feature)

Methods inherited from class de.jungblut.classification.AbstractPredictor

extractPredictedClass, extractPredictedClass, predictedClass, predictedClass, predictProbability

Methods inherited from class java.lang.Object

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

Methods inherited from interface de.jungblut.classification.Predictor

asClassifier

Constructor Detail

RegressionClassifier

public RegressionClassifier(RegressionModel model)

RegressionClassifier

public RegressionClassifier(de.jungblut.math.DoubleVector weights,
                            de.jungblut.math.activation.ActivationFunction function)

Method Detail

predict

public de.jungblut.math.DoubleVector predict(de.jungblut.math.DoubleVector feature)