Model Building and Assessment

Feature selection, cross validation, predictive performance evaluation


confusionmat Confusion matrix
crossval Loss estimate using cross validation
sequentialfs Sequential feature selection
relieff Importance of attributes (predictors) using ReliefF algorithm
perfcurve Compute Receiver Operating Characteristic (ROC) curve or other performance curve for classifier output


cvpartition Data partitions for cross validation
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