Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification.
Jose J. Valero-MasAntonio-Javier GallegoPablo Alonso-JiménezXavier SerraPublished in: CoRR (2022)
Keyphrases
- data reduction
- k nearest neighbour
- multi label
- knn
- text categorization
- classification accuracy
- classification rules
- multilabel classification
- data compression
- information gain
- image classification
- nearest neighbour
- feature selection
- instance selection
- model selection
- k nearest neighbor
- text classification
- support vector machine
- preprocessing
- instance based learning
- training set
- graph cuts
- support vector machine svm
- knowledge discovery
- data analysis
- high dimensionality
- data mining
- decision trees
- pattern recognition
- rough set theory
- databases
- machine learning methods
- singular value decomposition
- distance function
- multi layer perceptron
- feature extraction
- fuzzy logic
- genetic algorithm
- supervised learning