Severe burns assessment by joint color-thermal imagery and ensemble methods.
Mihai-Sorin BadeaConstantin VertanCorneliu FloreaLaura FloreaSilviu BadoiuPublished in: HealthCom (2016)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- decision trees
- machine learning methods
- benchmark datasets
- random forest
- ensemble learning
- generalization ability
- majority voting
- base classifiers
- bootstrap sampling
- drifting concepts
- decision tree ensembles
- ensemble classification
- genetic programming
- ensemble feature selection
- base learners
- classifier ensemble
- ensemble members
- multiple models
- training data
- imbalanced data
- machine learning algorithms
- ensemble classifier
- feature space
- trade off
- learning algorithm
- k nearest neighbor