Optimal Computing Budget Allocation for Binary Classification with Noisy Labels and its Applications on Simulation Analytics.
Weizhi LiuHaobin LiLoo Hay LeeEk Peng ChewHui XiaoPublished in: WSC (2019)
Keyphrases
- binary classification
- multi label
- multi class
- support vector
- cost sensitive
- multi class classification
- learning problems
- generalization error
- support vector machine
- binary classifiers
- graph cuts
- pairwise
- optimal solution
- text categorization
- training data
- data analysis
- data mining
- supervised learning
- class imbalance
- machine learning algorithms
- worst case
- feature space
- objective function
- image processing
- feature selection
- machine learning