calculatePercentCorrect.m

%calculatePercentCorrect Calculate the percent correct.
% Examples see compareFullConditionInference.m

% Created by Cheng Qiu.
% Copyright (c) 2020 cpc-lab-stocker
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function pcorrect = calculatePercentCorrect(th, thetaStim, pC, pthGC, ...
    PChGthetaLapse)
% assume PChGtheta_lapse corresponds to thetaStim
if length(pthGC)>length(thetaStim)
    pthGC = pthGC(:,ismember(th,thetaStim));
end
totalCateg = length(pC);
if size(pC,1) == 1
    pC = pC'; % rotate pC to be column vector
end
pcpthGc = repmat(pC,1,length(thetaStim)).*pthGC;
pcorrect = zeros(1,length(thetaStim));
for ic = 1:totalCateg
    pci(ic,:) = pcpthGc(ic,:)./sum(pcpthGc,1); % if sum 0, should just be 0
    pcorrect = pcorrect + PChGthetaLapse(ic,:).*pci(ic,:);
end