Using Sequential Statistical Tests to Improve the Performance of Random Search in hyperparameter Tuning.

Philip Buczak Daniel Horn

Published in: CoRR (2021)

Keyphrases

statistical tests
random search
parameter optimization
statistical analysis
sample size
statistical methods
genetic algorithm
simulated annealing
grid search
machine learning
search space
active learning
parameter settings