public static void generateTrainingDataRandom(int trainingDataSize) {
testDataLL = (LinkedList<String[]>) dataLL.clone();
actualClassifications = (LinkedList<String>) classificationsLL.clone();
for (int i = 0; i < trainingDataSize; i++) {
int index = (int) (Math.random() * testDataLL.size());
generateTrainingData(index);
}
}
public static void generateTrainingDataStride(int trainingDataSize) {
testDataLL = (LinkedList<String[]>) dataLL.clone();
actualClassifications = (LinkedList<String>) classificationsLL.clone();
int removalCount = 0;
for (int i = 0; i < trainingDataSize; i++) {
double index = i * ((double) dataLL.size() / (double) trainingDataSize);
generateTrainingData((int) (Math.round(index) - removalCount));
removalCount++;
}
}