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JPMML class model evaluator
/*
* Copyright (c) 2015 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 org.dmg.pmml.FieldName;
import org.dmg.pmml.InvalidValueTreatmentMethodType;
import org.dmg.pmml.MiningField;
import org.dmg.pmml.OpType;
import org.dmg.pmml.OutlierTreatmentMethodType;
public class MiningFieldUtil {
private MiningFieldUtil(){
}
static
public boolean isDefault(MiningField miningField){
FieldName name = miningField.getName();
OpType opType = miningField.getOpType();
if(opType != null){
return false;
}
String missingValueReplacement = miningField.getMissingValueReplacement();
if(missingValueReplacement != null){
return false;
}
OutlierTreatmentMethodType outlierTreatmentMethod = miningField.getOutlierTreatment();
switch(outlierTreatmentMethod){
case AS_IS:
break;
default:
return false;
}
InvalidValueTreatmentMethodType invalidValueTreatmentMethod = miningField.getInvalidValueTreatment();
switch(invalidValueTreatmentMethod){
case RETURN_INVALID:
break;
default:
return false;
}
return true;
}
}
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