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JPMML class model evaluator
/*
* Copyright (c) 2017 Villu Ruusmann
*
* This file is part of JPMML-Evaluator
*
* JPMML-Evaluator is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* JPMML-Evaluator is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with JPMML-Evaluator. If not, see .
*/
package org.jpmml.evaluator;
import java.util.Objects;
import org.dmg.pmml.DataType;
import org.dmg.pmml.MiningFunction;
/**
* @see MiningFunction#REGRESSION
*/
public class Regression extends AbstractComputable implements HasPrediction {
private Value value = null;
private Object result = null;
protected Regression(Value value){
setValue(value);
}
@Override
public Object getResult(){
if(this.result == null){
throw new EvaluationException("Regression result has not been computed");
}
return this.result;
}
protected void setResult(Object result){
this.result = result;
}
protected void computeResult(DataType dataType){
Value value = getValue();
Object result = TypeUtil.cast(dataType, value.getValue());
setResult(result);
}
@Override
public Object getPrediction(){
return getResult();
}
@Override
public Report getPredictionReport(){
Value value = getValue();
return ReportUtil.getReport(value);
}
public Value getValue(){
return this.value;
}
private void setValue(Value value){
this.value = Objects.requireNonNull(value);
}
}