Initializing Bayesian Hyperparameter Optimization via Meta-Learning.

Matthias Feurer Jost Tobias Springenberg Frank Hutter

Published in: AAAI (2015)

Keyphrases

meta learning
model selection
grid search
learning tasks
meta knowledge
gaussian processes
inductive learning
machine learning algorithms
decision trees
hyperparameters
machine learning
data mining
metamodel
base classifiers
feature selection
support vector
supervised learning
data sets
black box
real world