The choice of scaling technique matters for classification performance.
Lucas B. V. de AmorimGeorge D. C. CavalcantiRafael M. O. CruzPublished in: CoRR (2022)
Keyphrases
- support vector
- pattern recognition
- classification accuracy
- image classification
- machine learning
- automatic classification
- information systems
- feature selection
- decision trees
- feature space
- training set
- pattern classification
- classification models
- incremental learning
- correct classification
- document classification
- classification scheme
- object classification
- neural network
- benchmark data sets
- cross validation
- class labels
- support vector machine svm
- support vector machine
- feature vectors
- preprocessing