marginTree: margin trees for high-dimensional classification


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Documentation for package ‘marginTree’ version 1.01

Help Pages

marginTree A function to train a margin tree classifier
marginTree.confusion A function giving a table of true versus predicted values, from a margin tree.
marginTree.cv Cross-validation of the margin tree classifier
marginTree.getnonzero Get important features at each split of the margin tree
marginTree.plclust Plot a margin tree
marginTree.plotcv A function to plot the cross-validated error curves from classifier a margin tree classifier
marginTree.predict Prediction from the margin tree classifier