DF_dataPre: Decision Forest algorithm: Data pre-processing

Description Usage Arguments Value

Description

Decision Forest algorithm: Data pre-processing, remove All-Zero columns/features and high correlated features

Usage

1
DF_dataPre(X, Y = NULL, thres = 0.95)

Arguments

X

Training Dataset

thres

Correlation Coefficient threshold to filter out high correlated features; default is 0.95

Value

Keep_feat: qualified features in data matrix after filtering


seldas/Dforest documentation built on May 30, 2019, 8:08 p.m.