Comparison of Different Methods for Testing the Significance of Classification Efficiency.
Edgard NyssenPublished in: SSPR/SPR (1998)
Keyphrases
- machine learning methods
- classification method
- benchmark datasets
- classification systems
- feature extraction
- preprocessing
- significant improvement
- benchmark data sets
- support vector
- computational complexity
- automatic classification
- missing values
- classification algorithm
- classification scheme
- text classification
- pattern recognition
- data reduction
- binary classifiers
- multiclass classification
- data sets
- classification schemes
- cross validation
- empirical studies
- data points
- classification accuracy
- pairwise
- decision trees