Hitting the Target: Stopping Active Learning at the Cost-Based Optimum.

Zac Pullar-Strecker Katharina Dost Eibe Frank Jörg Wicker

Published in: CoRR (2021)

Keyphrases

active learning
active learning strategies
cost sensitive
machine learning
markov chain
total cost
high cost
target tracking
cost sensitive learning
learning strategies
semi supervised
cost reduction
expected loss
training data
random sampling
selective sampling
database