Deep reinforced active learning for multi-class image classification.
Emma SladeKim M. BransonPublished in: CoRR (2022)
Keyphrases
- multi class
- image classification
- active learning
- bag of words
- image features
- image representation
- object detection
- support vector machine
- semi supervised
- cost sensitive
- multi class problems
- pairwise
- feature extraction
- multi class classification
- training set
- multiclass problems
- sparse coding
- learning algorithm
- training examples
- multiple classes
- random sampling
- semi supervised learning
- labeled data
- machine learning
- learning process
- binary classification
- visual words
- multi class svm
- multi class boosting
- svm classifier
- sparse representation
- supervised learning
- feature selection
- multi label
- binary classification problems
- unlabeled data
- error correcting output codes
- base classifiers
- generalization error
- class imbalance
- binary classifiers
- multiclass classification
- cost sensitive learning
- data sets