Efficiently Determining the Starting Sample Size for Progressive Sampling.

Baohua Gu Bing Liu Feifang Hu Huan Liu

Published in: ECML (2001)

Keyphrases

progressive sampling
sample size
model selection
random sampling
worst case
hyperparameters
small sample
small sample size
frequent itemsets
pac learning
statistical hypothesis testing
vc dimension
small samples
statistical power
machine learning
upper bound