Machine Learning Methods Based Preprocessing to Improve Categorical Data Classification.
Zoila Ruiz-ChavezJaime Salvador-MenesesJosé García RodríguezPublished in: IDEAL (1) (2018)
Keyphrases
- machine learning methods
- categorical data
- preprocessing
- machine learning
- machine learning algorithms
- cluster analysis
- numerical data
- machine learning approaches
- numeric data
- ensemble methods
- parameter free
- data sets
- classification accuracy
- correspondence analysis
- feature extraction
- learned knowledge
- hierarchical latent class models
- statistical methods
- attribute values
- semi supervised
- association rules
- data analysis
- pattern recognition
- real world