A New Method for Classification of Datasets for Data Mining.
Singh VijendraHem Jyotsana ParasharNisha VasudevaPublished in: CoRR (2016)
Keyphrases
- classification method
- data mining
- support vector machine
- benchmark data sets
- classification algorithm
- classification accuracy
- uci repository
- pattern recognition
- machine learning methods
- significant improvement
- support vector machine svm
- experimental results on real world
- pattern classification
- decision rules
- preprocessing
- training set
- machine learning
- classification process
- similarity measure
- objective function
- segmentation method
- cluster analysis
- data mining techniques
- data pre processing
- feature selection
- accuracy rate
- model selection
- classification scheme
- decision trees
- unsupervised learning
- machine learning algorithms
- training samples
- high accuracy
- rough sets
- multi class
- cross validation
- detection method
- benchmark datasets