The Effect of Evolved Attributes on Classification Algorithms.
Mohammed Ahmed MuharramGeorge D. SmithPublished in: Australian Conference on Artificial Intelligence (2003)
Keyphrases
- benchmark datasets
- pattern recognition
- times faster
- classification algorithm
- automatic classification
- feature vectors
- support vector machine svm
- classification accuracy
- data mining
- classification systems
- image classification
- optimization problems
- supervised learning
- computational cost
- computational complexity
- data structure
- terms of classification accuracy
- multi class
- nearest neighbour
- data sets
- machine learning
- rule sets
- decision trees
- data mining algorithms
- attribute values
- orders of magnitude
- support vector
- computationally efficient
- unsupervised learning
- text classification
- preprocessing
- significant improvement
- feature set