Locality Sensitive Proximal Classifier with Consistency for Small Sample Size Problem.
Yuan-Hai ShaoZhen WangChun-Na LiNai-Yang DengPublished in: ICDM Workshops (2015)
Keyphrases
- locality sensitive
- hyperplane
- hash functions
- locality sensitive hashing
- feature space
- feature set
- training data
- svm classifier
- learning algorithm
- feature selection
- decision trees
- support vector machine
- high dimensional
- support vector
- feature extraction
- data sets
- machine learning
- databases
- data points
- training set
- data analysis
- input space
- random sampling
- order statistics