get.DA.reg: Returns statistics of regression caret models with and...

In DrrDom/pfpp: Different convenience functions (file loading, caret model processing, etc)

Returns statistics of regression caret models with and without application of applicability domain.

Description

Returns statistics of regression caret models with and without application of applicability domain.

Usage

get.DA.reg(model)

Arguments

model

model trained with caret package.

Details

Applicability domain is estimated by fragment control approach. If value of a variable is outside the range of that variable for training set then the corresponding case is outside applicability domain and is removed while computing model statistics

Value

data.frame which conatains model's parameters, values of R square and RMSE with and without application of applicability domain.

Examples

## Not run: reg <- get.DA.reg(model)

DrrDom/pfpp documentation built on April 17, 2024, 10:24 a.m.