I have a file with suffix of .data and .dat as my dataset and I need to convert it into .idx and .arrf to use it as an input. I need it for my java project, I'll be appreciate of your helpping. here is the sample of my data: lib.stat.cmu.edu/datasets/NO2.dat
BufferedReader r = new BufferedReader(new FileReader("data.arff"));
Instances data = new Instances(r);
data.setClassIndex(data.numAttributes() - 1);
normalize(data);
r.close();
/* The data.idx must contain 3 serialized integer array obects.
* They contain the instance indeies in the data file that belong to, respectively,
* the labeled set, the unlabeled set and the test set
*/
ObjectInputStream objin = new ObjectInputStream(new FileInputStream("data.idx"));
int[] labeledIdx = (int[]) objin.readObject();
int[] unlabeledIdx = (int[]) objin.readObject();
int[] testIdx = (int[]) objin.readObject();
Instances labeled = new Instances(data, 0);
Instances unlabeled = new Instances(data, 0);
Instances test = new Instances(data, 0);