Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics.
Nagarajan NatarajanOluwasanmi KoyejoPradeep RavikumarInderjit S. DhillonPublished in: CoRR (2015)
Keyphrases
- decision theoretic
- classification accuracy
- class labels
- decision theory
- decision trees
- pattern recognition
- plan recognition
- classification method
- np complete
- dynamic programming
- image classification
- expected utility
- goal state
- support vector
- feature selection
- machine learning
- support vector machine
- text classification
- decision models
- feature space
- classification algorithm
- optimal control
- automatic classification
- classification scheme
- feature extraction
- binary decision tree
- neural network
- classification models
- model selection
- np hard
- optimal solution