Interpretable Cascade Classifiers with Abstention.
Matthieu ClertantNataliya SokolovskaYann ChevaleyreBlaise HanczarPublished in: AISTATS (2019)
Keyphrases
- boosted classifiers
- cascade classifier
- training data
- support vector
- weak classifiers
- test set
- face detection
- classification algorithm
- multiple classifiers
- linear classifiers
- supervised classification
- classification rules
- decision trees
- machine learning algorithms
- naive bayes
- classification rate
- classifier combination
- extracted features
- svm classifier
- classification models
- ensemble learning
- machine learning methods
- feature set
- support vector machine
- training set
- machine learning
- classification systems
- classification accuracy
- highest accuracy
- bayesian networks
- training examples