Using beta binomials to estimate classification uncertainty for ensemble models.
Robert D. ClarkWenkel LiangAdam C. LeeMichael S. LawlessRobert FraczkiewiczMarvin WaldmanPublished in: J. Cheminformatics (2014)
Keyphrases
- classification models
- decision trees
- pattern classification
- feature selection
- multiple models
- classification scheme
- classification accuracy
- model selection
- machine learning algorithms
- machine learning methods
- classification systems
- support vector machine
- training set
- data sets
- image classification
- random forest
- ensemble learning
- probabilistic model
- ensemble classifier
- binary classification problems
- feature extraction
- final classification