A Preliminary Approach for using Metric Learning in Monotonic Classification.
Juan-Luis SuárezGermán González-AlmagroSalvador GarcíaFrancisco HerreraPublished in: IEA/AIE (2022)
Keyphrases
- metric learning
- distance metric learning
- nearest neighbor classification
- distance metric
- margin maximization
- feature space
- classification accuracy
- semi supervised
- machine learning
- support vector
- multi task
- machine learning and pattern recognition
- data mining
- learning tasks
- dimensionality reduction
- feature extraction
- pattern recognition
- training set
- supervised learning
- feature vectors
- feature selection
- decision trees
- kernel learning
- class labels
- distance function
- machine learning algorithms
- text classification
- image classification
- pairwise
- feature set
- image processing
- data points