Software

ROC-optimizing Classification

roclab: ROC-Optimizing Binary Classifiers

Sufficient Dimension Reduction in Binary Classification

psvmSDR: A Unified Algorithm for Sufficient Dimension Reduction via Principal Machines
PRESDR: Probability-enhanced sufficient dimension reduction in binary classification.
PWSVM: Principal weighted support vector machine for sufficient dimension reduction in binary classification.

Piecewise Linear Solution Path Algorithm

SVRPATH package: Entire regularization Paths for the support vector regressions
ROCSVM.PATH package: Entire Regulraization Paths for the roc-optimizing support vector machine

Change-Point Detection

BWD package: Backward Detection for Multiple Change Points

Cancer Risk Prediction Based on Family Disease History

LFSPRO package: Risk prediction for Li-Fraumeni Syndrom

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