Ensemble of Deep Learned Features for Melanoma Classification.
Loris NanniAlessandra LuminiStefano GhidoniPublished in: CoRR (2018)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- classification models
- classification method
- final classification
- wrapper feature selection
- multiple classifiers
- classification process
- extracted features
- svm classifier
- class labels
- feature space
- image classification
- individual features
- benchmark datasets
- training set
- feature selection
- feature analysis
- feature representation
- decision trees
- decision tree classifiers
- support vector
- majority voting
- textural features
- discriminative features
- machine learning
- neural network
- random forest
- training data
- text classification
- classification algorithm
- image features
- support vector machine svm
- pattern recognition
- ensemble classifier
- multiple features
- feature subset
- regression problems
- machine learning methods
- classifier ensemble
- high dimensionality
- ensemble methods
- classifier combination
- cross validation
- machine learning algorithms
- skin lesion
- decision forest
- model selection
- multi class