Ranking - Methods for Flexible Evaluation and Efficient Comparison of Classification Performance.
Saharon RossetPublished in: KDD (1998)
Keyphrases
- accurate classification
- classification method
- computationally expensive
- benchmark datasets
- machine learning methods
- evaluation methods
- machine learning
- preprocessing
- gold standard
- classification algorithm
- ordinal data
- multiclass classification
- classification systems
- classification models
- benchmark data sets
- web search
- classification accuracy
- feature space
- pattern recognition
- feature extraction
- learning to rank
- machine learning algorithms
- image classification
- evaluation measures
- evaluation criteria
- significant improvement
- feature ranking
- robust classification