A fast classification strategy for SVM on the large-scale high-dimensional datasets.
I-Jing LiJiunn-Lin WuChih-Hung YehPublished in: Pattern Anal. Appl. (2018)
Keyphrases
- support vector machine svm
- support vector
- high dimensional datasets
- support vector machine
- svm classifier
- feature selection
- feature vectors
- classification algorithm
- high dimensionality
- training set
- classification accuracy
- feature space
- pattern recognition
- high dimensional
- feature extraction
- decision trees
- machine learning
- high dimensional data
- real world
- databases
- text classification
- unsupervised learning
- outlier detection
- pairwise
- knn
- information extraction
- k nearest neighbor