summary.ordinalNetCV: Summary method for an "ordinalNetCV" object.

In ordinalNet: Penalized Ordinal Regression

Summary method for an "ordinalNetCV" object.

Description

Provides a data frame which summarizes the cross validation results, which can be used as an estimate of the out-of-sample performance of a model tuned by a particular method.

Usage

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

Arguments

object	An "ordinalNetCV" S3 object
...	Not used. Additional summary arguments.

Value

A data frame containing a record for each cross validation fold. Each record contains the following: lambda value, log-likelihood, misclassification rate, Brier score, and percentage of deviance explained.

See Also

ordinalNetCV

Examples

# See ordinalNetCV() documentation for examples.

ordinalNet documentation built on March 22, 2022, 9:06 a.m.