Comparative Study on the Performance of Categorical Variable Encoders in Classification and Regression Tasks.
Wenbin ZhuRunwen QiuYing FuPublished in: CoRR (2024)
Keyphrases
- comparative study
- model selection
- classification method
- decision trees
- classification accuracy
- classification systems
- pattern recognition
- target variable
- feature extraction
- support vector
- regression problems
- machine learning
- support vector machine
- support vector machine svm
- feature vectors
- classification rules
- supervised classification
- classification scheme
- classification and regression problems
- linear regression
- supervised learning
- classification algorithm
- automatic classification
- benchmark datasets
- training samples
- text classification
- feature space
- multi variate
- feature selection