CURE-SMOTE algorithm and hybrid algorithm for feature selection and parameter optimization based on random forests.
Ma LiSuohai FanPublished in: BMC Bioinform. (2017)
Keyphrases
- hybrid algorithm
- parameter optimization
- simulated annealing
- random forests
- feature selection
- optimal solution
- particle swarm optimization
- learning algorithm
- differential evolution
- optimization algorithm
- ant colony optimization
- genetic algorithm
- imperialist competitive algorithm
- np hard
- machine learning
- optimization method
- parameter settings
- logistic regression
- genetic algorithm ga
- tabu search
- particle swarm optimization pso
- least squares
- evolutionary algorithm