Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification.
Fábio PerezSandra AvilaEduardo VallePublished in: CVPR Workshops (2019)
Keyphrases
- pattern recognition
- classification accuracy
- pattern classification
- convolutional neural network
- regression problems
- text classification
- machine learning
- final classification
- feature selection
- automatic classification
- classification models
- feature vectors
- model selection
- support vector machine svm
- supervised learning
- machine learning methods
- decision trees
- classification scheme
- feature extraction
- random forest
- support vector
- management system
- software architecture
- weak learners
- learning algorithm
- cross validation
- training set
- real time
- support vector machine
- image classification
- neural network
- classification rules
- classifier ensemble
- ensemble classifier
- training data
- classification method
- classification algorithm
- feature set