Targeted Ensemble Machine Classification Approach for Supporting IoT Enabled Skin Disease Detection.
Hong Qing YuStephan Reiff-MarganiecPublished in: IEEE Access (2021)
Keyphrases
- classification accuracy
- ensemble classifier
- final classification
- training set
- pattern recognition
- machine learning
- skin detection
- feature extraction
- decision trees
- feature selection
- image classification
- neural network
- disease diagnosis
- ensemble classification
- detection algorithm
- generalization ability
- ensemble methods
- machine learning methods
- machine learning algorithms
- management system
- support vector machine
- benchmark datasets
- training samples
- detection rate
- feature vectors
- outbreak detection
- detection method
- class labels
- model selection
- feature set
- random forests
- majority voting
- multiple classifier systems
- feature space
- training data