LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-label Classification.
Marcel WeverAlexander TornedeFelix MohrEyke HüllermeierPublished in: IDA (2020)
Keyphrases
- multi label classification
- multi label
- base learners
- binary classifiers
- classification algorithm
- binary classification
- label space
- text categorization
- multi class
- image annotation
- ensemble methods
- semi supervised learning
- image classification
- class labels
- graph cuts
- learning tasks
- pairwise
- support vector machine
- learning problems
- svm classifier
- semi supervised
- naive bayes
- text classification
- base classifiers
- generalization ability
- supervised learning
- learning scheme
- high dimensional
- unlabeled data
- text mining
- ensemble learning
- multi class classification
- data sets