Cost-Sensitive Multi-Fidelity Bayesian Optimization with Transfer of Learning Curve Extrapolation.
Dong Bok LeeAoxuan Silvia ZhangByungjoo KimJunhyeon ParkJuho LeeSung Ju HwangHae Beom LeePublished in: CoRR (2024)
Keyphrases
- cost sensitive
- learning curve
- bayes optimal
- multi class
- misclassification costs
- directly optimize
- cost sensitive classification
- cost sensitive learning
- binary classification
- active learning
- naive bayes
- class distribution
- class imbalance
- cost sensitive boosting
- artificial intelligence
- bayesian networks
- base classifiers
- data processing
- image segmentation
- case study