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A library that models real-world objects in Java, referred to as ComplexDataObjects. Other features: IO and preprocessing of ComplexDataObjects.

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package com.github.TKnudsen.ComplexDataObject.model.io.arff;

import java.io.BufferedReader;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.FileReader;
import java.io.IOException;

import weka.core.Instances;
import weka.core.converters.ArffSaver;
import weka.core.converters.ConverterUtils.DataSink;

/**
 * 

* Title: ARFFInstancesIO *

* *

* Description: Tools for the IO if Weka Instanes to *.arff and vice versa. *

* *

* Copyright: Copyright (c) 2018-2019 *

* * @author Juergen Bernard * @version 1.02 */ public class ARFFInstancesIO { public static Instances loadARFF(String arffFile) { if (arffFile == null) return null; BufferedReader reader; try { FileReader fileReader = new FileReader(arffFile); reader = new BufferedReader(fileReader); Instances instances = new Instances(reader); fileReader.close(); reader.close(); return instances; } catch (FileNotFoundException e) { e.printStackTrace(); return null; } catch (IOException e) { System.err.println("ARFFInstancesIO.loadARFF: unable to read file " + arffFile + " . Exception caught."); return null; } } /** * simple Weka writer routine. Inspired by Weka's tutorial: * https://weka.wikispaces.com/Save+Instances+to+an+ARFF+File * * @param instances * @param fileNameWithArffExtension * @throws IOException */ public static void saveARFF(Instances instances, String fileNameWithArffExtension) throws IOException { try { DataSink.write(fileNameWithArffExtension, instances); } catch (Exception e) { System.err.println("Failed to save data to: " + fileNameWithArffExtension); e.printStackTrace(); } } public static void saveARFF(Instances instances, File arffFile) throws IOException { ArffSaver saver = new ArffSaver(); saver.setInstances(instances); saver.setFile(arffFile); saver.writeBatch(); } }




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