#include <TROOT.h>
#include <TApplication.h>
#include <TProfile.h>
#include <TLegend.h>
#include <TVirtualX.h>
#include <TVirtualPadEditor.h>
#include <TGResourcePool.h>
#include <TGListBox.h>
#include <TGListTree.h>
#include <TGFSContainer.h>
#include <TGClient.h>
#include <TGFrame.h>
#include <TGIcon.h>
#include <TGLabel.h>
#include <TGButton.h>
#include <TGTextEntry.h>
#include <TGNumberEntry.h>
#include <TGMsgBox.h>
#include <TGMenu.h>
#include <TGCanvas.h>
#include <TGComboBox.h>
#include <TGTab.h>
#include <TGSlider.h>
#include <TCrown.h>
#include <TGSplitter.h>
#include <TGDoubleSlider.h>
#include <TGFileDialog.h>
#include <TGTextEdit.h>
#include <TGShutter.h>
#include <TGProgressBar.h>
#include <TGColorSelect.h>
#include <RQ_OBJECT.h>
#include <TRootEmbeddedCanvas.h>
#include <TCanvas.h>
#include <TColor.h>
#include <TH1.h>
#include <TH2.h>
#include <TH3.h>
#include <TF1.h>
#include <TRandom.h>
#include <TSystem.h>
#include <TSystemDirectory.h>
#include <TEnv.h>
#include <TFile.h>
#include <TKey.h>
#include <TGDockableFrame.h>
#include <TGFontDialog.h>
#include <TG3DLine.h>
#include <TString.h>
#include <TGraph.h>
#include <TVector.h>
#include <TStyle.h>
#include <TMarker.h>
#include <TLine.h>
#include <TGraphErrors.h>
#include <TROOT.h>
#include <TClass.h>
#include <TApplication.h>
#include <TVirtualX.h>
#include <TVirtualPadEditor.h>
#include <TGResourcePool.h>
#include <TGListBox.h>
#include <TGListTree.h>
#include <TGFSContainer.h>
#include <TGClient.h>
#include <TGFrame.h>
#include <TGIcon.h>
#include <TGLabel.h>
#include <TGButton.h>
#include <TGTextEntry.h>
#include <TGNumberEntry.h>
#include <TGMsgBox.h>
#include <TGMenu.h>
#include <TGCanvas.h>
#include <TGComboBox.h>
#include <TGTab.h>
#include <TGSlider.h>
#include <TGDoubleSlider.h>
#include <TGFileDialog.h>
#include <TRootHelpDialog.h>
#include <TGTextEdit.h>
#include <TGShutter.h>
#include <TGProgressBar.h>
#include <TGColorSelect.h>
#include <RQ_OBJECT.h>
#include <TRootEmbeddedCanvas.h>
#include <TCanvas.h>
#include <TColor.h>
#include <TH1.h>
#include <TH2D.h>
#include <TH3.h>
#include <TRandom.h>
#include <TSystem.h>
#include <TSystemDirectory.h>
#include <TEnv.h>
#include <TFile.h>
#include <TKey.h>
#include <TLatex.h>
#include <TGDockableFrame.h>
#include <TGFontDialog.h>
#include <TMinuit.h>
#include <TMath.h>
#include "TImage.h"
#include "TCanvas.h"
#include "TArrayD.h"
#include "TROOT.h"
#include "TColor.h"
#include "TAttImage.h"
#include "TEnv.h"
#include "TVirtualFFT.h"
#include "TRandom.h"
#include "TTree.h"
#include <time.h>
#include "TMultiLayerPerceptron.h"
#include "TMLPAnalyzer.h"
#include "TAxis"
#include <cstdlib>
#include <iostream>
#include <fstream>
#include <iomanip>
#include <math.h>
#include <time.h>
#include "FinalNeuralNet.h"
FinalNeuralNet *f = new FinalNeuralNet; //Declare FinalNeuralNet
cout << "\n\n\n";
cout << "X COORDINATE \t\t" << "Y COORDINDATE \t\t" << "GROUND TRUTH" << " \t\t" << "NEURALNET OUTPUT \t\t" << "INTERPRETATION " << "\n";
cout << "-------------------------------------------------------------------------------------------------------------\n\n";
int index = 0; // check if outside circle or not 
float score = 0;
float NumOfIt = 0;

for (double X = -23; X <= 23; X = X + 0.01) {


	int  y = rand() % 20; // generate random value between 0 and 20
	int j = rand() % 2; //generate random index between 0 and 1 
	int Y = y ^ (-j); // generate random Y coordinate between -10 and 10

	double b = f->Value(0, X, Y); //Call function from class


	if (b < 0)
		b = b*-1;
	string GT;

	int indice1, indice2; // to compare strings


	if ((X < -12) && (X < -22) && (Y < 15) && (Y > 5)) {
		GT = "Yellow";
		index = 1;
		indice1 = 0;
	}
	else if ((X < -4) && (X > -14) && (Y < 9) && (Y > -1)) {
		GT = "Cyan";
		index = 1;
		indice1 = 1;
	}
	else if ((X > -5) && (X < -5) && (Y < 5) && (Y > -5)) {
		GT = "Green";
		index = 1;
		indice1 = 2;
	}
	else if ((X > 4) && (X < 14) && (Y < 9) && (Y > -1)) {
		GT = "Blue";
		index = 1;
		indice1 = 3;
	}
	else if ((X > 12) && (X < 22) && (Y < 15) && (Y > 5)) {
		GT = "Red";
		index = 1;
		indice1 = 4;
	}
	else {
		GT = "Outside";
		index = 0;
	}

	string Guess;

	if (b < 0.2) {
		Guess = "Yellow";
		indice2 = 0;
	}
	else if ((b > 0.8) && (b < 1.2)) {
		Guess = "Cyan";
		indice2 = 1;
	}
	else if ((b > 1.8) && (b < 2.2)) {
		Guess = "Green";
		indice2 = 2;
	}
	else if ((b > 2.8) && (b < 3.2)) {
		Guess = "Blue";
		indice2 = 3;
	}
	else if ((b > 3.8) && (b < 4.2)) {
		Guess = "Red";
		indice2 = 4;
	}
	else
		Guess = "Cannot tell";

	if (Guess.compare(GT) == 0) // check if guess and ground truth are the same 
		++score;

	if (index == 1) {
		cout << std::setprecision(3) << i << "\t\t\t" << std::setprecision(3) << Y << "\t\t\t" << GT << "\t\t\t" << std::setprecision(3) << b << "\t\t\t" << Guess << "\n";
		++NumOfIt;
	}


}

float percentage = (score / NumOfIt) * 100;
cout << "Here is your percentage of success:  " << percentage << "\n\n";

}