PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces.

Shuhei Watanabe Archit Bansal Frank Hutter

Published in: CoRR (2023)

Keyphrases

model selection
relative importance
statistical analysis
high dimensional data
sample size
statistically significant
statistical significance
data sets
feature space
high dimensional
parameter space
gaussian process