Predictive Multiplicity in Probabilistic Classification.
Jamelle Watson-DanielsDavid C. ParkesBerk UstunPublished in: AAAI (2023)
Keyphrases
- pattern recognition
- classification accuracy
- classification method
- decision trees
- bayesian networks
- support vector machine
- support vector machine svm
- object classification
- classification models
- feature vectors
- pattern classification
- feature selection
- predictive modeling
- classification systems
- classification rate
- uncertain data
- model selection
- probabilistic model
- unsupervised learning
- feature space
- genetic algorithm
- predictive model
- classification process
- clustering algorithm
- supervised classification
- support vector
- preprocessing
- classification scheme
- automatic classification
- class labels
- benchmark data sets
- supervised learning
- machine learning methods
- image classification
- classification algorithm
- decision rules
- svm classifier