Research on Attribute Dimension Partition Based on SVM Classifying and MapReduce.
Wenbin ZhaoTongrang FanYongchuan NieFeng WuHou WenPublished in: Wirel. Pers. Commun. (2018)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- knn
- high dimension
- svm classifier
- multi class
- attribute values
- cloud computing
- decision function
- hyperplane
- multi class classification
- multi class svm
- feature selection
- k nearest neighbor
- kernel function
- classification method
- optimal parameters
- parallel processing
- high performance data mining
- support vectors
- distributed processing
- neural network
- automatic classification
- training data
- machine learning
- distributed computing
- generalization ability
- kernel methods
- svm classification
- high dimensional
- feature space
- similarity measure