Rashomon Capacity: A Metric for Predictive Multiplicity in Probabilistic Classification.
Hsiang HsuFlávio du Pin CalmonPublished in: CoRR (2022)
Keyphrases
- decision trees
- information theoretic
- support vector
- automatic classification
- image classification
- pattern classification
- classification accuracy
- classification rules
- feature selection
- feature extraction
- training set
- classification scheme
- feature vectors
- support vector machine
- pattern recognition
- bayesian networks
- predictive modeling
- classification models
- distance measure
- nearest neighbor classification
- cost sensitive
- metric space
- class labels
- data sets
- probabilistic model
- neural network