public static void predictRandomResources(String filename, int trainSize) {
// filename += "_res";
// TODO: do not use complete size
BookmarkReader reader = new BookmarkReader(0, false);
reader.readFile(filename);
List<int[]> values = getRandomResources(reader, 10, trainSize);
PredictionFileWriter writer = new PredictionFileWriter(reader, values);
writer.writeResourcePredictionsToFile(filename + "_rand", trainSize, 0);
}
public static void predictPopularTags(String filename, int trainSize, int sampleSize) {
// filename += "_res";
BookmarkReader reader = new BookmarkReader(trainSize, false);
reader.readFile(filename);
List<int[]> values = getPopularTags(reader, sampleSize, 10);
// List<int[]> values = getPerfectTags(reader, sampleSize, 10);
reader.setUserLines(reader.getUserLines().subList(trainSize, reader.getUserLines().size()));
PredictionFileWriter writer = new PredictionFileWriter(reader, values);
writer.writeFile(filename + "_mp");
Utilities.writeStringToFile("./data/metrics/" + filename + "_mp" + "_TIME.txt", timeString);
}