summary.dCVnet: summary.dCVnet

In AndrewLawrence/dCVnet: doubly cross-validated elastic-net regularised generalised linear models

summary.dCVnet

Description

a summary of key options and results for a dCVnet object.

Usage

## S3 method for class 'dCVnet'
summary(object, ...)

Arguments

object	a a dCVnet object.
...	NULL

Details

Prints the following sections:

• Input descriptives

• Outer Loop classification performance

• Inner Loop model stability

• Inner Loop model performance

• Production model performance (fit to all data)

The outer loop tests generalisation of the model.

Value

a dataframe of tuning results for each outer fold/rep. [Note: this may change in future]

AndrewLawrence/dCVnet documentation built on Sept. 24, 2024, 5:24 a.m.