Statistical algorithms used in common data mining course


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Documentation for package ‘freestats’ version 0.0.3

Help Pages

freestats-package Helper functions
adaBoost Adaboost algorithm
classify Generic classify function
classify.ab Classify for adaboost result
classify.default Default method for classify
classify.ds classify.ds
classify.pt Classify for perceptrain result
cost.01 cost.01
cost.mse cost.mse
cv.work K-fold cross validation
decisionStump Decision Stump Algorithm
fakedata Generating seperatable data
freestat Helper functions
freestats Helper functions
perceptrain An original perceptron algorithm