Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification.
Jose J. Valero-MasAntonio Javier GallegoPablo Alonso-JiménezXavier SerraPublished in: Pattern Recognit. (2023)
Keyphrases
- k nearest neighbour
- data reduction
- knn
- multi label
- data compression
- classification accuracy
- text categorization
- nearest neighbour
- classification rules
- information gain
- k nearest neighbor
- image classification
- multilabel classification
- feature selection
- preprocessing
- instance selection
- text classification
- data mining
- high dimensionality
- graph cuts
- model selection
- knowledge discovery
- class labels
- support vector machine
- feature vectors
- data analysis
- support vector
- instance based learning
- support vector machine svm
- multi class
- active learning
- genetic algorithm
- information retrieval