Hybrid Classifiers Based on CNN, LSOF, GMDH in COVID-19 Pneumonic Lesions Types Classification Task.
Oleksandr DavydkoYaroslav HladkyiMykola LinnikOlena NosovetsVladimir PavlovIevgen NastenkoPublished in: CSIT (1) (2021)
Keyphrases
- classification systems
- support vector
- decision trees
- classification models
- classification algorithm
- class labels
- classification rate
- classification method
- classification process
- training set
- svm classifier
- multi category
- classification accuracy
- feature selection
- supervised classification
- machine learning algorithms
- training samples
- probabilistic classifiers
- feature set
- classification procedure
- machine learning methods
- multiclass classification
- image classification
- support vector machine
- higher classification accuracy
- improves the classification accuracy
- convolutional neural network
- multiple classifiers
- classifier combination
- optimum path forest
- computer aided detection
- decision tree classifiers
- rule based classifier
- individual classifiers
- decision boundary
- pattern recognition
- support vector machine svm
- majority voting
- k nearest neighbour
- accurate classification
- ensemble classifier
- associative classifiers
- classification decisions
- machine learning
- feature extraction
- training data
- feature space
- supervised learning
- computer aided
- feature vectors
- combining classifiers
- linear classifiers
- accurate classifiers
- binary classifiers
- cellular neural networks