Leukocyte classification based on feature selection using extra trees classifier: a transfer learning approach.
Diana BabySujitha Juliet DevarajJude HemanthM. M. Anishin RajPublished in: Turkish J. Electr. Eng. Comput. Sci. (2021)
Keyphrases
- feature selection
- transfer learning
- text classification
- feature set
- decision trees
- text categorization
- machine learning
- support vector
- classification models
- support vector machine
- text classifiers
- feature space
- multi task
- classification accuracy
- labeled data
- feature reduction
- learning tasks
- feature selection algorithms
- classification algorithm
- knowledge transfer
- cross domain
- feature subset
- training set
- class labels
- machine learning algorithms
- labeled and unlabeled data
- svm classifier
- information gain
- decision boundary
- structure learning
- cross domain learning
- reinforcement learning
- naive bayes
- feature extraction
- multi task learning
- domain adaptation
- active learning
- supervised learning
- model selection
- semi supervised learning
- cross validation
- collaborative filtering
- feature vectors
- sample selection bias
- learning algorithm
- co training
- training samples
- face recognition
- transfer knowledge
- unsupervised learning