one.IM4E

model matrix of explanatory variables

train_xx

train_yy

sigma used in algorithm, default to be 1

lambda used in algorithm, default to be 1

lambda

This function performs (IM4E)Iterative Margin-Maximization under Max-Min Entropy algorithm for one loop.

IM4E

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.

one.IM4E: one.IM4E

Description

Usage

Arguments

Value