Imbalanced classification for protein subcellular localization with multilabel oversampling.
Priyanka RanaArcot SowmyaErik MeijeringYang SongPublished in: Bioinform. (2023)
Keyphrases
- multi label
- class imbalance
- multilabel classification
- image classification
- multi label classification
- class labels
- text classification
- binary classification
- graph cuts
- classification accuracy
- decision trees
- text categorization
- instance based learning
- cost sensitive
- convex relaxation
- support vector
- benchmark datasets
- active learning
- feature extraction
- support vector machine
- decision rules
- minority class
- class distribution
- random walker
- label ranking
- decision boundary
- data sets
- inductive learning
- high dimensionality
- training samples
- random walk
- prior knowledge
- pairwise
- image processing
- feature selection
- machine learning