Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers.
Louise BlochRaphael BrüngelChristoph M. FriedrichPublished in: CoRR (2021)
Keyphrases
- ensemble methods
- feature selection
- class labels
- majority voting
- ensemble classifier
- weak learners
- training set
- base classifiers
- multiple classifier systems
- ensemble learning
- classification accuracy
- ensemble classification
- final classification
- image classification
- support vector machine
- weak classifiers
- training data
- binary classification problems
- classifier ensemble
- machine learning
- neural network
- benchmark datasets
- support vector machine svm
- decision trees
- supervised learning
- multiclass classification
- machine learning methods
- generalization ability
- classification algorithm
- text classification
- feature space
- feature extraction
- accurate classifiers
- learning algorithm
- multi label classification
- boosting algorithms
- regression problems
- multi class
- cross validation
- confidence scores