An Exploration of Active Learning for Affective Digital Phenotyping.
Peter WashingtonCezmi MutluAaron KlineCathy HouKaitlyn DunlapJack KentArman HusicNate Tyler StockhamBrianna Sierra ChrismanKelley M. PaskovJae-Yoon JungDennis P. WallPublished in: CoRR (2022)
Keyphrases
- active learning
- exploration exploitation
- active exploration
- learning process
- supervised learning
- learning strategies
- batch mode active learning
- learning algorithm
- labeled data
- digital technologies
- random sampling
- data sets
- semi supervised
- training set
- reinforcement learning
- training examples
- feature space
- pedagogical agents
- cognitive model
- selective sampling
- active learning strategies
- decision trees
- machine learning
- data mining