Classification of H&E images exploring ensemble learning with two-stage feature selection.
Jaqueline Junko TenguamLeonardo Henrique Da Costa LongoAdriano Barbosa-SilvaPaulo Rogério de FariaMarcelo Zanchetta do NascimentoLeandro Alves NevesPublished in: IWSSIP (2022)
Keyphrases
- ensemble learning
- feature selection
- multiple classifiers
- generalization ability
- image classification
- ensemble classifier
- discriminative features
- support vector
- classification accuracy
- ensemble feature selection
- feature extraction
- machine learning
- input image
- ensemble methods
- weak learners
- classification models
- text classification
- feature space
- image features
- support vector machine
- graph classification
- feature subset
- machine learning methods
- text categorization
- model selection
- feature set
- training set
- pattern recognition
- multi label
- feature selection algorithms
- feature vectors
- mutual subspace method
- classification algorithm
- support vector machine svm
- random forest
- unlabeled data
- similarity measure
- face recognition