com.datumbox.framework.core.machinelearning.regression

Class MatrixLinearRegression

java.lang.Object

com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer<MP,TP>

com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractModeler<MP,TP>

com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractRegressor<MatrixLinearRegression.ModelParameters,MatrixLinearRegression.TrainingParameters>

com.datumbox.framework.core.machinelearning.regression.MatrixLinearRegression

All Implemented Interfaces:

Savable, StepwiseCompatible, Trainable<MatrixLinearRegression.ModelParameters,MatrixLinearRegression.TrainingParameters>, java.lang.AutoCloseable

public class MatrixLinearRegression
extends AbstractRegressor<MatrixLinearRegression.ModelParameters,MatrixLinearRegression.TrainingParameters>
implements StepwiseCompatible

Performs Linear Regression using Matrices.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MatrixLinearRegression.ModelParameters Base class for every ModelParameter class in the framework.
static class	MatrixLinearRegression.TrainingParameters The AbstractTrainingParameters class stores the parameters that can be changed before training the algorithm.

Nested classes/interfaces inherited from class com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer

AbstractTrainer.AbstractModelParameters, AbstractTrainer.AbstractTrainingParameters

Method Summary

Modifier and Type	Method and Description
java.util.Map<java.lang.Object,java.lang.Double>	getFeaturePvalues() Getter for the p-values of the Features.

Methods inherited from class com.datumbox.framework.core.machinelearning.common.abstracts.modelers.AbstractModeler

predict

Methods inherited from class com.datumbox.framework.core.machinelearning.common.abstracts.AbstractTrainer

close, delete, fit, getModelParameters, getTrainingParameters, save

Methods inherited from class java.lang.Object

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

Method Detail

getFeaturePvalues

public java.util.Map<java.lang.Object,java.lang.Double> getFeaturePvalues()

Getter for the p-values of the Features.

Specified by:

getFeaturePvalues in interface StepwiseCompatible

Returns: