Efficiently Determine the Starting Sample Size for Progressive Sampling.

Baohua Gu Bing Liu Feifang Hu Huan Liu

Published in: DMKD (2001)

Keyphrases

progressive sampling
sample size
model selection
small sample size
small sample
upper bound
frequent itemsets
random sampling
worst case
hyperparameters
vc dimension
induction algorithms
pac learning
data sets
small samples
statistical hypothesis testing
feature selection
variance reduction