ECE498 Matlab Graph - Figure 1

visualizecode.m

% Normalize the data to percentage of maximum value
nathan_training_error = nathan_training_error / max(nathan_training_error) * 100;
nathan_testing_error = nathan_testing_error / max(nathan_testing_error) * 100;
nathan_validation_error = nathan_validation_error / max(nathan_validation_error) * 100;

asmaa_training_error = asmaa_training_error / max(asmaa_training_error) * 100;
asmaa_testing_error = asmaa_testing_error / max(asmaa_testing_error) * 100;
asmaa_validation_error = asmaa_validation_error / max(asmaa_validation_error) * 100;

joseph_training_error = joseph_training_error / max(joseph_training_error) * 100;
joseph_testing_error = joseph_testing_error / max(joseph_testing_error) * 100;
joseph_validation_error = joseph_validation_error / max(joseph_validation_error) * 100;

% Rest of the code is same

% Plot the data

% Training Error
figure
subplot(3,1,1)
scatter(ratios, nathan_training_error, 'r', 'filled')
hold on
scatter(ratios, asmaa_training_error, 'g', 'filled')
scatter(ratios, joseph_training_error, 'b', 'filled')

% Add trendlines
plot(ratios, nathan_training_error, 'r')
plot(ratios, asmaa_training_error, 'g')
plot(ratios, joseph_training_error, 'b')

% Customize the plot
title('Training Error (Normalized)')
legend('Nathan', 'Asmaa', 'Joseph')
ylabel('Error (%)')
grid on

% Testing Error
subplot(3,1,2)
scatter(ratios, nathan_testing_error, 'r', 'filled')
hold on
scatter(ratios, asmaa_testing_error, 'g', 'filled')
scatter(ratios, joseph_testing_error, 'b', 'filled')

% Add trendlines
plot(ratios, nathan_testing_error, 'r')
plot(ratios, asmaa_testing_error, 'g')
plot(ratios, joseph_testing_error, 'b')

% Customize the plot
title('Testing Error (Normalized)')
legend('Nathan', 'Asmaa', 'Joseph')
ylabel('Error (%)')
grid on

% Validation Error
subplot(3,1,3)
scatter(ratios, nathan_validation_error, 'r', 'filled')
hold on
scatter(ratios, asmaa_validation_error, 'g', 'filled')
scatter(ratios, joseph_validation_error, 'b', 'filled')

% Add trendlines
plot(ratios, nathan_validation_error, 'r')
plot(ratios, asmaa_validation_error, 'g')
plot(ratios, joseph_validation_error, 'b')

% Customize the plot
title('Validation Error (Normalized)')
legend('Nathan', 'Asmaa', 'Joseph')
xlabel('Ratio')
ylabel('Error (%)')
grid on