summary.bolasso: Summarise a 'bolasso'

In david26694/bolasso: Bolasso

Description

The summary of a bolasso is structured as a tbl. Every row of the tbl represents a feature and it always has 4 columns:

• feature: name of the feature

• selection_ratio: proportion of the times that the feature is selected

• selected_bolasso: TRUE if selected_ratio is large enough for the feature to be selected

• coefficient: Coefficient in ridge regression trained afterwards

Usage

## S3 method for class 'bolasso'
summary(model)

Arguments

model

bolasso object to summarise

Value

A tbl with summary information of a bolasso object.

Examples

predictors <- mtcars[,c("mpg", "disp", "hp", "drat", "wt")]
outcome <- mtcars[, "vs"]


mod <- bolasso(predictors, outcome, n_bootstraps = 10)

summary(mod)

david26694/bolasso documentation built on Nov. 4, 2019, 9:43 a.m.