项目作者： hosein-m

项目描述：
Forward and backward feature selection with adjusted R squared in R

高级语言： R

项目主页：

项目地址: git://github.com/hosein-m/R_FeatureSelection.git

创建时间： 2020-07-05T15:51:50Z
项目社区：https://github.com/hosein-m/R_FeatureSelection
开源协议：
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R_FeatureSelection

Forward and backward feature selection with adjusted R squared in R

Usage

dataset_path <- "./insurance.csv"
data <- read.csv(dataset_path, header=TRUE, sep=',')
data$children <- as.factor(data$children)
# Backward Selection with Adjusted R Squared:
reg_backw <- backwardSelection_adjRsquared(data, response = "charges", verbose = TRUE)
# Forward Selection with Adjusted R Squared:
reg_forw <- forwardSelection_adjRsquared(data, response = "charges", verbose = TRUE)