Rashomon Capacity: A Metric for Predictive Multiplicity in Classification.
Hsiang HsuFlávio P. CalmonPublished in: NeurIPS (2022)
Keyphrases
- decision trees
- pattern classification
- pattern recognition
- support vector machine svm
- feature vectors
- automatic classification
- feature extraction
- support vector
- classification systems
- classification scheme
- classification accuracy
- image classification
- incremental learning
- classification models
- supervised learning
- text classification
- model selection
- preprocessing
- machine learning algorithms
- decision rules
- predictive modeling
- neural network
- classification process
- data generating distribution
- classification rules
- machine learning methods
- high dimensional
- feature space
- image processing
- genetic algorithm
- machine learning