Model Building and Assessment

Feature selection, cross validation, predictive performance evaluation

Functions

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

Classes

cvpartition Data partitions for cross validation
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