Forward selection-based ensemble of deep neural networks for melanoma classification in dermoscopy images.
Ömer Faruk SöylemezPublished in: Int. J. Imaging Syst. Technol. (2023)
Keyphrases
- neural network
- forward selection
- pigmented skin lesions
- dermoscopy images
- pattern recognition
- skin lesion
- malignant melanoma
- classification accuracy
- machine learning
- test set
- training set
- ensemble pruning
- decision trees
- feature selection
- feature extraction
- image classification
- support vector machine svm
- text classification
- automated analysis
- computer aided diagnosis
- cross validation
- model selection
- feature set
- support vector machine
- feature vectors
- support vector
- svm classifier
- machine learning methods
- benchmark datasets
- feature space
- data mining