Active Learning for Imbalanced Domains: the ALOD and ALOD-RE Algorithms.

Mayukh Bhattacharjee Hema Sri Kambhampati Paula Branco Luís Torgo

Published in: DSAA (2021)

Keyphrases

active learning
learning algorithm
computational cost
benchmark datasets
times faster
real world
data structure
theoretical analysis
learning strategies
data sets
computational complexity
worst case
orders of magnitude
random sampling
imbalanced data classification