Bayesian Stress Testing of Models in a Classification Hierarchy.
Bashar Awwad Shiekh HasanKate KellyPublished in: CoRR (2020)
Keyphrases
- classification models
- machine learning
- decision trees
- classification scheme
- model selection
- bayesian methods
- classification method
- machine learning algorithms
- text classification
- support vector machine
- feature vectors
- machine learning approaches
- classification accuracy
- training set
- classification schemes
- statistical tests
- pattern recognition
- machine learning methods
- feature extraction
- data mining
- learning algorithm
- benchmark datasets
- statistical models
- models built
- test cases
- image classification
- supervised learning
- multi class
- probability distribution
- probabilistic model
- feature space
- preprocessing
- feature selection