An Empirical Study on Several Classification Algorithms and Their Improvements.
Jia WuZhechao GaoChenxi HuPublished in: ISICA (2009)
Keyphrases
- benchmark datasets
- classification algorithm
- pattern recognition
- decision trees
- theoretical analysis
- machine learning algorithms
- classification method
- classification accuracy
- significant improvement
- unsupervised learning
- text classification
- image classification
- preprocessing
- data structure
- feature selection algorithms
- machine learning
- data mining algorithms
- cross validation
- optimization problems
- terms of classification accuracy
- data sets
- worst case
- feature space
- support vector
- feature extraction
- neural network