Stein's method in high dimensional classification and applications.
Junyong ParkDoHwan ParkPublished in: Comput. Stat. Data Anal. (2015)
Keyphrases
- classification method
- classification accuracy
- high dimensional
- text classification
- feature space
- pairwise
- accuracy rate
- high dimensionality
- significant improvement
- preprocessing
- support vector
- computational cost
- classification process
- support vector machine
- high accuracy
- training phase
- similarity measure
- extracted features
- clustering method
- machine learning algorithms
- pattern classification
- dimension reduction
- machine learning
- parameter space
- benchmark data sets
- classification rate
- feature vectors
- feature extraction
- machine learning methods
- classification algorithm
- cross validation
- similarity search
- model selection
- objective function
- dimensionality reduction
- probabilistic model
- dynamic programming