Class RegressionMethodContainer
- java.lang.Object
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- com.actelion.research.calc.regression.RegressionMethodContainer
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public class RegressionMethodContainer extends java.lang.ObjectRegressionMethodContainerModest v. Korff
Created by korffmo1 on 03.12.18.
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Constructor Summary
Constructors Constructor Description RegressionMethodContainer()
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description MatrixcalculateYHat(Matrix X)MatrixcreateModel(ModelXYIndex modelXYIndexTrain)static ARegressionMethodcreateRegressionMethod(ParameterRegressionMethod parameterRegressionMethod)Sets the parameterstatic ARegressionMethodcreateRegressionMethod(java.lang.String txt)GaussianProcessRegressiongetGaussianProcessRegression()KNNRegressiongetKNN()MedianRegressiongetMedian()NeuralNetworkRegressiongetNeuralNetworkRegression()PLSRegressionModelCalculatorgetPLS()PLSBoxCoxYgetPLSBoxCox()RandomForestRegressiongetRandomForestRegression()ARegressionMethodgetRegressionMethod()ARegressionMethodgetRegressionMethod(java.lang.String txt)SVMRegressiongetSVM()voidsetMethod(java.lang.String txt)
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Method Detail
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getMedian
public MedianRegression getMedian()
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getPLS
public PLSRegressionModelCalculator getPLS()
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getPLSBoxCox
public PLSBoxCoxY getPLSBoxCox()
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getKNN
public KNNRegression getKNN()
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getSVM
public SVMRegression getSVM()
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getRandomForestRegression
public RandomForestRegression getRandomForestRegression()
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getGaussianProcessRegression
public GaussianProcessRegression getGaussianProcessRegression()
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getNeuralNetworkRegression
public NeuralNetworkRegression getNeuralNetworkRegression()
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createModel
public Matrix createModel(ModelXYIndex modelXYIndexTrain)
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setMethod
public void setMethod(java.lang.String txt)
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getRegressionMethod
public ARegressionMethod getRegressionMethod()
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getRegressionMethod
public ARegressionMethod getRegressionMethod(java.lang.String txt)
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createRegressionMethod
public static ARegressionMethod createRegressionMethod(java.lang.String txt)
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createRegressionMethod
public static ARegressionMethod createRegressionMethod(ParameterRegressionMethod parameterRegressionMethod)
Sets the parameter- Parameters:
parameterRegressionMethod-- Returns:
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