prtScoreAuc Calculates the area under the ROC curve
AUC = prtScoreAuc(GUESS, TRUTH) returns the
percent of correct guesses in GUESS as compared to the truth in TRUTH.
GUESS and TRUTH should both be Nx1 vectors. The elements of both
TRUTH and GUESS should be binary or interger class labels.
Example:
TestDataSet = prtDataGenUnimodal; % Create some test and
TrainingDataSet = prtDataGenUnimodal; % training data
classifier = prtClassMap; % Create a classifier
classifier = classifier.train(TrainingDataSet); % Train
classified = run(classifier, TestDataSet); % Test
auc = prtScoreAuc(classified,TestDataSet)