gistfile1.java

final LinkedList<PredictionCalibrator.Prediction> predictions = Lists.newLinkedList();
for (int x = 0; x < 10000; x++) {
	final double prediction = Misc.random.nextDouble();
	final double outcome = (Misc.random.nextDouble() < Math.pow(prediction, 2)) ? 1.0 : 0.0;
	predictions.add(new Prediction(prediction, outcome));
}
final PredictionCalibrator pc = new PredictionCalibrator(predictions);

for (final Prediction p : pc.calibrationSet) {
	System.out.println(p.prediction + "\t" + p.outcome);
}