Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification.
Fábio PerezSandra AvilaEduardo VallePublished in: CoRR (2019)
Keyphrases
- final classification
- training set
- support vector machine svm
- automatic classification
- decision trees
- support vector
- feature vectors
- classification accuracy
- neural network
- machine learning
- pattern recognition
- feature selection
- supervised learning
- majority voting
- support vector machine
- class labels
- pattern classification
- classification algorithm
- classification method
- ensemble methods
- classification systems
- training data
- learning algorithm
- real time
- ensemble classification
- ensemble learning
- classification models
- data sets
- feature space
- fixed point
- classification rules
- machine learning methods
- machine learning algorithms
- image classification
- regression problems
- management system
- weak learners
- classifier combination
- multiple classifiers
- multiple classifier systems
- decision tree classifiers
- data streams
- convolutional neural network