Optimal ROC-Based Classification and Performance Analysis under Bayesian Uncertainty Models.
Lori A. DaltonPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2016)
Keyphrases
- classification models
- pattern recognition
- bayesian methods
- machine learning
- statistical models
- feature extraction
- probabilistic model
- machine learning algorithms
- classification accuracy
- machine learning methods
- feature space
- cross validated
- prior probabilities
- automatic classification
- decision trees
- pattern classification
- model selection
- text classification
- optimal solution
- classification method
- classification rules
- classification algorithm
- support vector machine svm
- bayesian inference
- roc curve
- classification scheme
- gaussian processes
- data sets
- cross entropy
- bayesian models
- binary decision tree