%% HW2 Template (GAMMA RAY MAGIC TELESCOPE)
clear all; close all; clc;

% Load the gamma dataset
load('gamma.mat');

% train: training matrix of 10 continuous observations from star showers.
% trainLabels: column vector of {0,1} training labels where 0=hadron,1=gamma.
% test: test matrix of 10 continuous observations from star showers
% testLabels: column vector of {0,1} test labels where 0=hadron,1=gamma.

%% Estimate P(Y)


%% Estimate P(X_j|Y)


%% mle estimates for mu and sigma


%% calculate P(Y|X)


%% Generate ROC Curve


%% Calculate TPR & FPR with equal Loss


%% Calculate TPR & FPR with Cost = 50 for missed detections
