Theoretical and Experimental Study of a Meta-Typicalness Approach for Reliable Classification.
Evgueni N. SmirnovA. M. KapteinPublished in: ICDM Workshops (2006)
Keyphrases
- experimental study
- classification scheme
- decision trees
- classification accuracy
- machine learning
- benchmark datasets
- support vector machine
- training set
- supervised learning
- automatic classification
- document classification
- feature extraction
- pattern recognition
- classification systems
- pattern classification
- classification method
- cross validation
- automated classification
- supervised classification
- classification algorithm
- unsupervised learning
- model selection
- support vector
- experimental evaluation
- feature space
- decision rules
- svm classifier
- machine learning methods
- theoretical analysis
- cost sensitive
- text mining
- object classification