The Interplay between Distribution Parameters and the Accuracy-Robustness Tradeoff in Classification.
Alireza Mousavi HosseiniAmir Mohammad AboueiMohammad Hossein RohbanPublished in: CoRR (2021)
Keyphrases
- classification accuracy
- correct classification
- accuracy rate
- high accuracy
- computational efficiency
- predictive accuracy
- pattern recognition
- trade off
- classification rate
- feature selection
- support vector
- computational cost
- fold cross validation
- automatic classification
- roc analysis
- roc curve
- generalization ability
- pattern classification
- bias variance
- computational complexity
- parameter estimation
- feature extraction
- machine learning
- classification systems
- supervised learning
- maximum likelihood
- classification models
- decision trees
- probability density function
- confusion matrix
- classification algorithm
- cross validation
- prediction accuracy
- neural network
- maximum likelihood estimator
- multiple classifier systems
- error rate
- window size
- feature space
- classification scheme
- text classification
- gaussian distribution
- cost sensitive
- expectation maximization
- em algorithm
- classification rules
- machine learning methods