Evaluating model calibration in classification.
Juozas VaicenaviciusDavid WidmannCarl R. AnderssonFredrik LindstenJacob RollThomas B. SchönPublished in: AISTATS (2019)
Keyphrases
- classification models
- computational model
- text classification
- classification accuracy
- theoretical analysis
- pattern classification
- conceptual model
- experimental data
- statistical model
- pattern recognition
- high level
- probabilistic model
- cost function
- theoretical framework
- similarity measure
- machine learning
- support vector machine svm
- feature vectors
- classification method
- machine learning methods
- feature extraction