get_tuning_grid {mikropml}

Generate the tuning grid for tuning hyperparameters

Description

Generate the tuning grid for tuning hyperparameters

Usage

get_tuning_grid(hyperparams_list, method)

Arguments

hyperparams_list

Named list of lists of hyperparameters.

method

ML method. Options: c("glmnet", "rf", "rpart2", "svmRadial", "xgbTree").

• glmnet: linear, logistic, or multiclass regression

• rf: random forest

• rpart2: decision tree

• svmRadial: support vector machine

• xgbTree: xgboost

Value

The tuning grid.

Author(s)

Begüm Topçuoğlu, [e-mail]

Kelly Sovacool, [e-mail]

Examples

ml_method <- "glmnet"
hparams_list <- get_hyperparams_list(otu_small, ml_method)
get_tuning_grid(hparams_list, ml_method)