accuracyhist.m.svn-base

a function inside machine learning

function acc = accuracyHist(trueY, predictedY, ranking) 
%Compute the histogram of accuracies for a set of multi label binary
%predictions. First column is the frequency in each bin and the second is
%the bin centre. 

if (nargin < 2)
    fprintf('%s\n', help(sprintf('%s', mfilename)));
    error('Incorrect number of inputs - see above usage instructions.');
end

[numExamples, numLabels] = size(trueY);
acc = histc(full(sum(trueY == predictedY, 2)/numLabels), (1:numLabels)'/numLabels);