Speeding up the evaluation phase of GP classification algorithms on GPUs.
Alberto CanoAmelia ZafraSebastián VenturaPublished in: Soft Comput. (2012)
Keyphrases
- preprocessing phase
- significant improvement
- feature selection
- machine learning
- classification algorithm
- benchmark datasets
- learning algorithm
- support vector
- feature space
- machine learning algorithms
- image classification
- theoretical analysis
- classification scheme
- times faster
- text classification
- machine learning methods
- classification method
- computationally efficient
- genetic programming
- optimization problems
- classification accuracy
- computational cost
- pattern recognition
- data mining
- data sets
- general purpose
- support vector machine
- efficient implementation
- feature selection algorithms
- data structure
- evaluation methods
- nearest neighbour