private void saveFeatures() throws IOException, ClassNotFoundException {
File file = new File(getExternalFilesDir(null), _exerciseName + ".txt");
if (!file.exists()) {
file.createNewFile();
}
ObjectOutputStream oostream = new ObjectOutputStream(new FileOutputStream(file));
for (int i = 1; i <= _reps; i++) {
File readingFile = new File(_directory, i + ".txt");
FileInputStream fistream = new FileInputStream(readingFile);
ObjectInputStream oistream = new ObjectInputStream(fistream);
ArrayList<SensorReading> reading = new ArrayList<>();
while (fistream.available() > 0) { // Check if the file stream is at the end
reading.add((SensorReading) oistream.readObject());
}
// TODO: Get feature object here
// Create ExerciseData object from the readings
ExerciseData exerciseData = new ExerciseData(reading);
Feature feature = new Feature();
Log.d("reading_size", reading.size() + "");
feature._features = exerciseData.getFeatureVector();
feature._time = exerciseData.getTime();
feature._classLabel = Globals._numExercises + 1;
oostream.writeObject(feature);
}
if (Globals._exerciseLabels == null) {
Globals._exerciseLabels = new HashMap<>();
}
Globals._exerciseLabels.put(_exerciseName, Globals._numExercises + 1);
Globals._numExercises++;
Globals.saveExerciseLabels(this);
Classifier.trainModel(this);
}
