Performance evaluation for classification methods: A comparative simulation study.
Yong Soo KimPublished in: Expert Syst. Appl. (2010)
Keyphrases
- simulation study
- machine learning methods
- classification method
- classification systems
- neural network
- support vector
- pattern recognition
- classification accuracy
- benchmark datasets
- neural networks and support vector machines
- density estimation
- benchmark data sets
- statistical methods
- classification algorithm
- machine learning algorithms
- feature vectors
- machine learning
- data mining
- cross validation
- supervised learning
- support vector machine
- preprocessing
- feature extraction
- pattern classification
- feature selection
- data sets