Man pages for yifansha/highinthunt
High Order Interaction Variable Importance Through Random Forest

expressSimulated dataset with 2000 features
HIvimpHigh Order Interaction Detection and Variable Importance
hvpInteraction term ranking with normalized high order...
ntermsHighest order interaction terms up to search
pmdhvpInteraction Term Ranking with PMD criteria
qtlscr.rankInteractions by 95th percentile of normalized high order...
subRFGrows Random Forests with Subset of Features
var.selVariable Selection for High order Interaction Detection
wt.itrIteratively Grows Weighted Random Forests
yifansha/highinthunt documentation built on July 2, 2020, 6:29 p.m.