fit_logistic_regression: Fit Logistic regression to 'klassets_response_xy' object

In jbkunst/klassets: Tools to simulate data set to teach Statistical Models and ML Algorithms

Fit Logistic regression to klassets_response_xy object

Description

Fit Logistic regression to klassets_response_xy object

Usage

fit_logistic_regression(df, order = 1, stepwise = FALSE, verbose = FALSE)

Arguments

df	A object from sim_response_xy.
order	Order of values of x and y.
stepwise	A logical value to indicate to perform stepwise.
verbose	A logical value to indicate to show the trace of the stepwise procedure.

Examples

set.seed(123)

df <- sim_response_xy(n = 500, relationship = function(x, y) x**2 > y)

plot(df)

df_reg_log <- fit_logistic_regression(df)

plot(df_reg_log)

df_reg_log_3 <- fit_logistic_regression(df, order = 3, stepwise = TRUE)

plot(df_reg_log_3)

jbkunst/klassets documentation built on Dec. 7, 2022, 9:18 p.m.