com.expleague.ml.cli.builders.methods.impl.MultiClassSplitGradFacBootstrapBuilder Maven / Gradle / Ivy
package com.expleague.ml.cli.builders.methods.impl;
import com.expleague.commons.func.Factory;
import com.expleague.ml.data.tools.DataTools;
import com.expleague.ml.factorization.Factorization;
import com.expleague.ml.factorization.impl.ALS;
import com.expleague.ml.factorization.impl.SVDAdapterEjml;
import com.expleague.ml.loss.L2;
import com.expleague.ml.methods.VecOptimization;
import com.expleague.ml.methods.multiclass.gradfac.GradFacBootstrapMulticlass;
/**
* User: qdeee
* Date: 03.09.14
*/
public class MultiClassSplitGradFacBootstrapBuilder implements Factory {
private final Factory defaultWeakBuilder = new BootstrapOptimizationBuilder();
private VecOptimization weak;
private String localName = "SatL2";
private int alsIters = 15;
private double alsLambda = 0.0;
private String method = "als";
private boolean printErr = false;
public void setWeak(final VecOptimization weak) {
this.weak = weak;
}
public void setIters(final int alsIters) {
this.alsIters = alsIters;
}
public void setLambda(final double alsLambda) {
this.alsLambda = alsLambda;
}
public void setLocal(final String localName) {
this.localName = localName;
}
public void setMethod(final String method) {
this.method = method;
}
public void setOut(final boolean printErr) {
this.printErr = printErr;
}
@Override
public GradFacBootstrapMulticlass create() {
if (weak == null) {
weak = defaultWeakBuilder.create();
}
final Factorization factorization;
if (method.equals("als")) {
factorization = new ALS(alsIters, alsLambda);
} else {
factorization = new SVDAdapterEjml();
}
return new GradFacBootstrapMulticlass(weak, factorization, (Class extends L2>) DataTools.targetByName(localName), printErr);
}}
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