A MapReduce-Based Distributed SVM for Scalable Data Type Classification.
Chong JiangTing WuJian XuNing ZhengMing XuTao YangPublished in: CollaborateCom (2016)
Keyphrases
- data types
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- classification method
- classification algorithm
- feature selection
- feature vectors
- svm classification
- machine learning
- data intensive
- pattern recognition
- improves the classification accuracy
- classification accuracy
- distributed computing
- generalization ability
- data model
- feature space
- distributed systems
- map reduce
- feature extraction
- knn
- training set
- distributed processing
- mapreduce framework
- multi class
- database management systems
- data structure
- database systems
- high level
- image classification
- databases
- abstract data types
- real world