tune_helper: A helper function for 'tune'

In awqx/qsarr: Useful Functions for Building a QSAR in R

Description

tune_helper is a helper function that summarizes part of the tuning process for the method tune.

Usage

tune_helper(method, df, resp, nfold, nrep, ignore_col, ...)

Arguments

method	The model-building method
df	The data frame to train on
resp	The name of the column containing the response variable
nfold	The number of folds to use in evaluation
nrep	The number of repetitions to use in evaluation
ignore_col	Columns to ignore during model-building

Details

Calls on best_summary_stat to find the best-performing model.

Value

A list containing several fields relevant for the model:

• $param: The parameters used in the best model

• $result_summary: The summarized results for the best model

• $result_all: The results for each repetition for the best model

• $best_index: The index of the best model relative to $all_tune

• $all_tune: The list of all parameters used in tuning

awqx/qsarr documentation built on Oct. 2, 2021, 7:05 a.m.