@Override
public List<DataInstance> getDataFromFile(String fileName, int inputDim, int outputDim) {
List<DataInstance> data = new ArrayList<DataInstance>();
try {
Scanner scn = new Scanner(new File(fileName));
while (scn.hasNextLine()) {
String[] line = scn.nextLine().split("\\s+|,");
double[] arr = new double[line.length];
for (int i = 0; i < line.length; i++) arr[i] = Double.parseDouble(line[i]);
DataInstance d = new DataInstance(inputDim, outputDim, arr);
double[] out = d.getOutputTruthValue();
if (out[0] == 1) out = new double[] {1, 0};
else out = new double[] {0, 1};
d.replaceOutputTruthValue(out);
data.add(d);
}
scn.close();
} catch (FileNotFoundException e) {
e.printStackTrace();
}
return data;
}
