Training data selection method for prediction of anticancer drug effects using a genetic algorithm with local search.
Tomoyuki HiroyasuYota MiyabeHisatake YokouchiPublished in: EMBC (2011)
Keyphrases
- genetic algorithm
- training data
- preprocessing
- clustering method
- computational complexity
- classification accuracy
- prediction model
- prior knowledge
- detection method
- high accuracy
- hybrid ga
- segmentation method
- significant improvement
- optimization method
- learning algorithm
- genetic programming
- supervised learning
- training examples
- support vector machine
- combinatorial optimization
- noisy data
- decision trees
- training process