Improving blood cells classification in peripheral blood smears using enhanced incremental training.
Rabiah Al-qudahChing Y. SuenPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- blood cells
- training phase
- supervised learning
- training samples
- incremental learning
- pattern recognition
- training set
- classification accuracy
- training process
- decision trees
- support vector
- training examples
- classification scheme
- support vector machine
- multi layer perceptron
- machine learning algorithms
- classification performances
- classification models
- avoid overfitting
- classification algorithm
- decision rules
- feature extraction
- text classification
- image classification
- machine learning
- classification method
- early stage
- pattern classification
- automatic classification
- state space
- discriminative training
- training patterns
- computer vision
- training data
- labelled data
- discriminative classifiers
- preprocessing
- feature vectors
- training dataset
- feature set
- model selection
- naive bayes
- benchmark datasets