public void labelGrids(int k) throws FileNotFoundException {
// Initializing the global arraylist
trainingData = new ArrayList<>();
int count = 0;
Scanner input = new Scanner(new File("data.txt"));
int noOfRows = input.nextInt();
int noOfColumns = input.nextInt();
input.nextLine();
String[] row;
for (int i = 0; i < noOfRows; i++) {
row = input.nextLine().split(" ");
for (int j = 0; j < row.length; j++) {
if (row[j].equals("+")) {
TrainingExample newExample = new TrainingExample();
newExample.x2 = i;
newExample.x1 = j;
newExample.y = '+';
newExample.ex_no = count;
count++;
trainingData.add(newExample);
} else if (row[j].equals("-")) {
TrainingExample newExample = new TrainingExample();
newExample.x2 = i;
newExample.x1 = j;
newExample.y = '-';
newExample.ex_no = count;
count++;
trainingData.add(newExample);
} else {
TrainingExample newExample = new TrainingExample();
newExample.x2 = i;
newExample.x1 = j;
newExample.y = '.';
newExample.ex_no = count;
count++;
trainingData.add(newExample);
}
}
}
for (int i = 0; i < trainingData.size(); i++) {
kNN(trainingData, i, 1, k, false, true);
}
labelPrint(trainingData, noOfRows, noOfColumns);
}
