Statistical Learning

List of statistical functions.

classperfEvaluated the performance of a classifier
crossvalindGenerate cross-validation indices
knnclassifyClassify data using the nearest–neighbor method
knnimputeImpute missing data using the nearest-neighbor method
randfeaturesGenerate a randomized subset of features
sqtlfeaturesIdentify key features using sequential forward selection
svmclassifyClassify data using a support vector machine
svmtrainTrain a support vector machine classifier


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