Repository /Marcin/SolubilityModel.jar:onsc.Test

package onsc;

import org.debellor.base.evaluator.TrainAndTest;
import org.debellor.core.Cell;
import org.debellor.weka.ArffReader;
import org.debellor.weka.WekaClassifier;

public class Test {

	public static void main(String[] args) throws Exception 
	{
		Cell arff = new ArffReader();
		arff.set("filename", "/home/marcin/Desktop/ONSDataNumeric.arff");
		arff.set("decisionAttr", "last");

		Cell model = new WekaClassifier("onsc.SolubilityModel");
		TrainAndTest tt = new TrainAndTest(model);
		tt.set("trainPercent", 0);
		tt.set("score", "RMSE");
		tt.setSource(arff);
		tt.learn();
		
		System.out.println(tt.report());
	}
	
}