A novel multilevel iterative training strategy for the ResNet50 based mitotic cell classifier.
Yuqi ChenJuan LiuPeng JiangYu JinPublished in: Comput. Biol. Chem. (2024)
Keyphrases
- training set
- training process
- training samples
- training examples
- fluorescence microscopy images
- classifier training
- supervised training
- training data
- avoid overfitting
- text classifiers
- multi layer perceptron
- labeled training data
- discriminative classifiers
- classification method
- supervised learning
- fully labeled
- classification performances
- decision trees
- boosted classifiers
- test set
- support vector machine
- learning algorithm
- training algorithm
- training and test data
- feature extraction
- feature selection
- feature selection and classifier
- ground truth labels
- training phase
- learning classifier systems
- training dataset
- test data
- classification algorithm
- text categorization
- semi supervised
- multi class
- classification accuracy
- active learning
- feature space
- support vector