Module org.nasdanika.ai.math

Package org.nasdanika.ai.math

Class PolynomialPredictorFitter

java.lang.Object

org.nasdanika.ai.AbstractDoubleFitter

org.nasdanika.ai.AbstractMapReduceDoubleFitter

org.nasdanika.ai.math.AbstractUnivariateFunctionPredictorFitter

org.nasdanika.ai.math.PolynomialPredictorFitter

All Implemented Interfaces:

FittedPredictor.Fitter<double[],double[],Double>

public class PolynomialPredictorFitter
extends AbstractUnivariateFunctionPredictorFitter

Features and labels of size 1 - only the first element is taken

Constructor Summary

Constructors

Constructor	Description
PolynomialPredictorFitter(int degree)

Method Summary

Modifier and Type	Method	Description
protected org.apache.commons.math3.analysis.UnivariateFunction	fit(List<org.apache.commons.math3.fitting.WeightedObservedPoint> points)

Methods inherited from class org.nasdanika.ai.math.AbstractUnivariateFunctionPredictorFitter

fit

Methods inherited from class org.nasdanika.ai.AbstractMapReduceDoubleFitter

fit

Methods inherited from class org.nasdanika.ai.AbstractDoubleFitter

compose, computeError, createPredictor, fit, fitAsync, wrap

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.nasdanika.ai.FittedPredictor.Fitter

adaptFeature, adaptFeatureAsync, adaptLabel, adaptLabelAsync, compose

Constructor Details

PolynomialPredictorFitter

public PolynomialPredictorFitter(int degree)

Method Details

fit

protected org.apache.commons.math3.analysis.UnivariateFunction fit(List<org.apache.commons.math3.fitting.WeightedObservedPoint> points)

Specified by:

fit in class AbstractUnivariateFunctionPredictorFitter