Can Selfless Learning improve accuracy of a single classification task?
Soumya RoyBharat Bhusan SauPublished in: WACV (2021)
Keyphrases
- incremental learning
- supervised learning
- machine learning
- classification accuracy
- learning algorithm
- accuracy rate
- learning process
- generalization ability
- multi category
- learning phase
- support vector
- pattern recognition
- learning problems
- data sets
- labeled instances
- decision trees
- classification rate
- training process
- statistical learning
- pattern classification
- classification method
- learning systems
- high accuracy
- active learning
- training set
- online learning
- prediction accuracy
- predictive accuracy
- unsupervised learning
- training samples
- feature set
- benchmark datasets
- classification scheme
- feature space
- inductive inference
- feature extraction
- fold cross validation
- feature vectors
- computational cost