Empirical study of outlier impact in classification context.
Hufsa KhanMuhammad Tahir RasheedShengli ZhangXizhao WangHan LiuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- empirical studies
- uci datasets
- real world data sets
- empirical analysis
- classification accuracy
- feature extraction
- classification systems
- pattern recognition
- classification scheme
- decision rules
- experimental design
- pattern classification
- feature selection
- object classification
- automatic classification
- contextual information
- classification method
- context aware
- context sensitive
- training set
- support vector
- classification process
- neural network
- benchmark datasets
- classification rules
- classification models
- text classification
- supervised learning
- feature vectors
- bayesian networks
- decision trees