Benchmark of Data Preprocessing Methods for Imbalanced Classification.
Radovan HaluskaJan BrabecTomás KomárekPublished in: Big Data (2022)
Keyphrases
- data preprocessing
- preprocessing
- pattern recognition
- classification method
- data mining
- machine learning
- databases
- classification models
- support vector machine svm
- feature ranking
- decision trees
- support vector
- cost sensitive
- information extraction
- web usage mining
- preprocessing step
- data mining techniques
- data warehouse
- support vector machine
- feature extraction
- search engine
- neural network