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ConceptDrugLearningMultiFeatureModule.java
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ConceptDrugLearningMultiFeatureModule.java
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package com.learningmodule.association.conceptdrug.multifeature;
import java.util.List;
import com.learningmodule.association.conceptdrug.ConceptDrugDatabaseInterface;
import com.learningmodule.association.conceptdrug.PredictionResult;
import com.machine.learning.interfaces.LearningModuleInterface;
import com.machine.learning.request.SearchAttribute;
public class ConceptDrugLearningMultiFeatureModule implements LearningModuleInterface {
private PredictionMethod predictionMethod;
// min support for association rules
private int minSupport = 1;
// minConfidence for association rules
private double minConfidence = 0.3;
private ConceptDrugDatabaseInterface databaseInterface;
public ConceptDrugLearningMultiFeatureModule(ConceptDrugDatabaseInterface databaseInterface) {
this.databaseInterface = databaseInterface;
predictionMethod = new PredictionMethod(minSupport, minConfidence, databaseInterface);
}
@Override
public void learn() {
predictionMethod = new PredictionMethod(minSupport, minConfidence, databaseInterface);
}
@Override
public List<PredictionResult> predict(String query, SearchAttribute[] features) {
return predictionMethod.predict(query, features);
}
public double getMinConfidence() {
return minConfidence;
}
public void setMinConfidence(double minConfidence) {
this.minConfidence = minConfidence;
predictionMethod.setMinConfidence(minConfidence);
}
public int getMinSupport() {
return minSupport;
}
public void setMinSupport(int minSupport) {
predictionMethod.setMinSupport(minSupport);
this.minSupport = minSupport;
}
}