Based on large margin principle, this package performs feature selection methods: "IM4E"(Iterative Margin-Maximization under Max-Min Entropy Algorithm); "Immigrate"(Iterative Max-Min Entropy Margin-Maximization with Interaction Terms Algorithm); "BIM"(Boosted version of IMMIGRATE algorithm); "Simba"(Iterative Search Margin Based Algorithm); "LFE"(Local Feature Extraction Algorithm). This package also performs prediction for the above feature selection methods.
IMMIGRATE: a feature selection method with interaction terms
Based on large margin principle, this package performs feature selection methods:
"IM4E"(Iterative Margin-Maximization under Max-Min Entropy Algorithm);
"imIM4E"(imbalance Iterative Margin-Maximization under Max-Min Entropy Algorithm);
"Immigrate"(Iterative Max-Min Entropy Margin-Maximization with Interaction Terms Algorithm);
"BIM"(Booster version of IMMIGRATE);
"Simba"(Iterative Search Margin Based Algorithm);
"LFE"(Local Feature Extraction Algorithm).
This package also performs prediction for the above feature selection methods.