divine_overall_quality.m

function q = divine_overall_quality(r)

% Function to compute overall quality given feature vector 'r'

load data_live_trained.mat

%% Classification
atrain = repmat(a_class,[size(r,1) 1]);btrain = repmat(b_class,[size(r,1) 1]);
x_curr = atrain.*r+btrain;

[pred_class acc p] = svmpredict(1,x_curr,model_class,'-b 1');


%% Regression
for i = 1:5
    atrain = repmat(a_reg(i,:),[size(r,1) 1]);btrain = repmat(b_reg(i,:),[size(r,1) 1]);
    x_curr = atrain.*r+btrain;
    [q(i) reg_acc(i,:)] = svmpredict(1,x_curr,model_reg{i});
end
%% Final Score
clc
q = sum(p.*q);