Evaluation of Hybrid Classification Approaches: Case Studies on Credit Datasets.
Erkan CetinerVehbi Cagri GungorTaskin KoçakPublished in: MLDM (2) (2018)
Keyphrases
- case study
- binary and multi class
- machine learning methods
- benchmark datasets
- uci repository
- decision trees
- evaluation methods
- classification accuracy
- uci machine learning repository
- classification scheme
- preprocessing
- real world
- hybrid approaches
- binary classification problems
- automatic classification
- support vector machine svm
- classification systems
- training dataset
- supervised learning
- machine learning algorithms
- classification algorithm
- pattern recognition
- pattern classification
- feature selection
- dimensionality reduction methods
- accurate classifiers
- evaluation method
- decision tree algorithms
- feature vectors
- support vector machine
- text classification
- open source
- associative classifiers
- restricted boltzmann machine
- data mining
- learning algorithm
- neural network
- clustering approaches
- feature extraction
- classification trees
- machine learning approaches
- support vector
- training set
- classification rules
- image classification
- knowledge management