Performance Analysis for SVM Combining with Metric Learning.
Lingfang HuJuan HuZhen YeChaomin ShenYaxin PengPublished in: Neural Process. Lett. (2018)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- support vector
- semi supervised
- feature space
- support vector machine svm
- learning tasks
- machine learning and pattern recognition
- multi task
- nearest neighbor classification
- support vector machine
- dimensionality reduction
- pairwise
- kernel matrix
- distance function
- knn
- margin maximization
- svm classifier
- training data
- mahalanobis metric
- multi class
- semi supervised learning
- training set
- machine learning
- hyperplane
- feature vectors
- maximum margin
- learning algorithm