validate_tuneGrid {fastml}R Documentation

Validate and Complete the tuneGrid

Description

Ensures that the tuneGrid includes all required hyperparameters and adjusts it based on cross-validation.

Usage

validate_tuneGrid(tuneGrid, default_params, required_params, resampling_method)

Arguments

tuneGrid

User-provided tuning grid.

default_params

Default hyperparameter ranges.

required_params

Required hyperparameters for the algorithm.

resampling_method

Logical indicating whether cross-validation is enabled.

Value

A validated and possibly modified tuneGrid.


[Package fastml version 0.1.0 Index]