summary.fast_logistic_regression {fastLogisticRegressionWrap}

FastLR Wrapper Summary

Description

Returns the summary table a la glm

Usage

## S3 method for class 'fast_logistic_regression'
summary(object, alpha_order = TRUE, ...)

Arguments

object

The object built using the fast_logistic_regression or fast_logistic_regression_stepwise wrapper functions

alpha_order

Should the coefficients be ordered in alphabetical order? Default is TRUE.

...

Other arguments to be passed to summary.

Value

The summary as a data.frame

Examples

library(MASS); data(Pima.te)
flr = fast_logistic_regression(
	Xmm = model.matrix(~ . - type, Pima.te), 
 ybin = as.numeric(Pima.te$type == "Yes"))
summary(flr)