logistic_reg_featx: Logistic regression with feature extraction

In andybega/demspaces: Functions for the Democratic Spaces Project

Description

Standardized interface for logistic regression with a feature extraction step, e.g. PCA.

Usage

logistic_reg_featx(x, y, n_comp = 5)

Arguments

x	Data frame with features.
y	Binary vector indicating outcome event.
n_comp	Number of components to keep.

See Also

Other Other base models: logistic_reg(), reg_logreg()

Examples

library(modeldata)
data(credit_data)
credit_data <- credit_data[complete.cases(credit_data), ]

mdl <- logistic_reg_featx(
  credit_data[, setdiff(colnames(credit_data), "Status")],
  credit_data$Status)

andybega/demspaces documentation built on April 18, 2021, 11:05 p.m.