An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions.
Katerine Díaz-ChitoFrancesc J. FerriWladimiro Díaz VillanuevaPublished in: SSPR/SPR (2008)
Keyphrases
- machine learning methods
- classification method
- preprocessing
- feature vectors
- cross validation
- neural network
- decision trees
- classification models
- accurate classification
- empirical studies
- benchmark data sets
- pattern classification
- feature extraction
- machine learning
- automatic classification
- feature selection algorithms
- classifier ensemble
- higher classification accuracy
- data sets
- classification decisions
- decision rules
- benchmark datasets
- machine learning algorithms
- text classification
- supervised learning
- support vector machine
- training set