An Empirical Study of Hyperparameter Importance Across Datasets.

Jan N. van Rijn Frank Hutter

Published in: AutoML@PKDD/ECML (2017)

Keyphrases

data sets
benchmark datasets
uci machine learning repository
database
relative importance
databases
real world
machine learning
information systems
knowledge base
decision trees
object recognition
multi class
maximum likelihood
high dimensional datasets
experimental results on real world