Scalable Kernel Density Classification via Threshold-Based Pruning.
Edward GanPeter BailisPublished in: SIGMOD Conference (2017)
Keyphrases
- kernel density
- pattern recognition
- classification accuracy
- supervised learning
- automatic classification
- machine learning methods
- classification algorithm
- support vector machine svm
- image classification
- support vector
- search space
- support vector machine
- classification systems
- benchmark datasets
- decision rules
- pruning method
- classification scheme
- decision trees
- feature extraction
- pairwise
- reinforcement learning
- classification method
- face recognition
- unsupervised learning
- data sets
- nearest neighbor
- web scale
- training set
- feature selection