ds_logistic_reg_featx: Logistic regression with feature extraction

In andybega/demspaces: Functions for the Democratic Spaces Project

Description

Logistic regression with a feature extraction step applied to the training data, e.g. PCA.

Usage

ds_logistic_reg_featx(space, data, n_comp = 5)

Arguments

space	(character(1)) Name of the V-Dem indicator for a democratic space
data	(base::data.frame()) A data frame or similar object
n_comp	the number of components to keep

See Also

Other Other DS models: ds_logistic_reg(), ds_reg_logreg()

Examples

data("states")

mdl   <- ds_logistic_reg_featx("v2x_veracc_osp", states)
preds <- predict(mdl, new_data = states)
head(preds)

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