oss.getCCC: Determine optimal caret model based on Lin's Concordance...

In newdale/onsoilsurvey: Making PDSM in Ontario Better

Determine optimal caret model based on Lin's Concordance Correlation Coefficient

Description

This function allows the user to use Lin's Concordance Correlation Coefficient as the metric to select the optimal model from cross-validation in the caret package.

Usage

oss.getCCC(Model)

Arguments

Model

caret model object

Value

list of three dataframes Dataframe 1: Fit statistics for best model based on CCC, including best tuning parameters Dataframe 2: Holds tuning parameters for the model based on CCC Dataframe 3: Fit statistics for all tuning parameters for the cross validation

Examples

#Calculate fit statistics for the best tune model

oss.getCCC(KeeneSOC)

newdale/onsoilsurvey documentation built on Jan. 5, 2024, 1:35 a.m.