The choice of scaling technique matters for classification performance.
Lucas B. V. de AmorimGeorge D. C. CavalcantiRafael M. O. CruzPublished in: Appl. Soft Comput. (2023)
Keyphrases
- classification accuracy
- decision trees
- classification systems
- pattern classification
- accurate classification
- classification scheme
- pattern recognition
- preprocessing
- image classification
- text classification
- classification process
- classification method
- benchmark datasets
- unsupervised learning
- feature selection
- supervised learning
- feature vectors
- class labels
- support vector
- machine learning methods
- feature extraction
- classification models
- object classification
- machine learning
- database
- decision rules
- computer vision
- information retrieval