Serial fusion of random subspace ensemble for subcellular phenotype images classification.
Bailing ZhangTuan D. PhamPublished in: Int. J. Bioinform. Res. Appl. (2013)
Keyphrases
- random subspace
- classifier fusion
- random forest
- image classification
- subspace methods
- fusion methods
- ensemble methods
- random sampling
- nearest neighbor classifiers
- fusion scheme
- classifier ensemble
- ensemble learning
- majority voting
- feature selection
- input image
- multiple classifier systems
- comparative analysis
- benchmark datasets
- machine learning
- decision trees
- individual classifiers
- training set
- classification systems
- data fusion
- classification models
- base classifiers
- training samples
- svm classifier
- classification accuracy
- information fusion
- feature extraction
- feature subspace
- classifier combination
- naive bayes
- training data
- multi label
- feature space
- machine learning methods
- feature vectors
- active learning
- image set
- image fusion
- feature set