prtEvalPercentCorrect Calculate percent correct of a classification operation
percentCorrect = prtEvalPercentCorrect(prtClassifier, prtDataSet)
returns the percentage of correctly classified elements of prtDataSet
when classifier by prtClassifier. prtDataSet must be a labeled,
prtDataSetStandard object. prtClassifier must be a prtClass object.
percentCorrect = prtEvalPercentCorrect(prtClassifier, prtDataSet,
nFolds) returns the percentage of correctly classified elements of
prtDataSet when classifier by prtClassifier with K-fold
cross-validation. prtDataSet must be a labeled, prtDataSetStandard
object. prtClassifier must be a prtClass object. nFolds is the number
of folds in the K-fold cross-validation.
percentCorrect = prtEvalPercentCorrect(prtClassifier, prtDataSet,
xValInds) same as above, but use crossValidation with specified indices
instead of random folds.
Example:
dataSet = prtDataGenSpiral;
classifier = prtClassDlrt;
pc = prtEvalPercentCorrect(classifier, dataSet)