train_random_forest_model: Train Random Forest model on BBOB dataset...

In WojtAcht/hms: Multipopulation Evolutionary Strategy HMS

Train Random Forest model on BBOB dataset (data/ela_features.rda).

Description

Train Random Forest model on BBOB dataset (data/ela_features.rda).

Usage

train_random_forest_model()

Value

Returns a Random Forest model trained on ela_features dataset which is stored internally in sysdata.rda. The ela_features dataset, created using the flacco package, includes ELA features for all BBOB functions (all available fids) across different dimensions (2, 5, 10, 20) and instances (1:20). Key features captured are ic.eps.ratio, nbc.nb_fitness.cor, ela_meta.quad_simple.adj_r2, and ela_meta.lin_simple.adj_r2, along with function type.

WojtAcht/hms documentation built on March 16, 2024, 7:51 p.m.