Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study.
Agnieszka MikolajczykMichal GrochowskiArkadiusz KwasigrochPublished in: MMAR (2018)
Keyphrases
- input features
- optimal selection
- classification algorithm
- class labels
- skin lesion
- machine learning algorithms
- neural network structure
- feature values
- feature selection
- pattern recognition
- activation function
- classification accuracy
- feature subset
- malignant melanoma
- training process
- support vector machine
- training set
- feature extraction
- decision trees
- machine learning
- neural network
- support vector machine svm
- hidden layer
- feature space
- svm classifier
- supervised learning
- classification method
- artificial neural networks
- learning algorithm