ModCV: Cross validation of a regression Model using indexes created...

In helophilus/ColsTools: A variety of convenience tools and short-cuts

Description

ModCV(index, indexlist, Formula, DFrame, Func, Resp, ...)

Usage

ModCV(index, indexlist, Formula, DFrame, Func, Resp, ...)

Arguments

index	numerical index representing length of indexlist list
indexlist	list created using Kcross, of length K with $train and $test indices
Formula	formula for the model
DFrame	the name of the original data frame
Func	a function, e.g., lm or randomForest (regression model)
Resp	either the column number or the 'name' of the response variable
...	additional arguments to pass to the model, e.g., hidden=3 for ANN

Details

Allows k-fold cross validation of a regression model (with continuous response) and stores output in a list. See vignette.

helophilus/ColsTools documentation built on May 30, 2019, 4:03 p.m.