Melanoma localization and classification through faster region-based convolutional neural network and SVM.
Marriam NawazMomina MasoodAli JavedJaved IqbalTahira NazirAwais MehmoodRehan AshrafPublished in: Multim. Tools Appl. (2021)
Keyphrases
- convolutional neural network
- support vector machine svm
- support vector
- support vector machine
- classification method
- classification algorithm
- svm classification
- svm classifier
- feature selection
- feature vectors
- generalization ability
- classification accuracy
- improves the classification accuracy
- high classification accuracy
- face detection
- neural network
- multiclass support vector machines
- feature extraction
- multi class
- machine learning
- pattern recognition
- feature space
- fuzzy support vector machine
- partially supervised
- pattern classification
- cost sensitive
- histogram intersection kernel
- decision trees
- support vector machine classifiers
- multi class svm
- learning algorithm
- pigmented skin lesions
- unbalanced data
- multi class classification
- training data
- text classification
- training set
- knn
- machine learning algorithms
- kernel function
- image classification
- model selection