Drug-induced cell viability prediction from LINCS-L1000 through WRFEN-XGBoost algorithm.
Jiaxing LuMing ChenYufang QinPublished in: BMC Bioinform. (2021)
Keyphrases
- objective function
- search space
- dynamic programming
- experimental evaluation
- computational complexity
- learning algorithm
- cost function
- np hard
- optimization algorithm
- worst case
- prediction algorithm
- times faster
- detection algorithm
- high accuracy
- computational cost
- significant improvement
- k means
- input data
- segmentation algorithm
- prediction accuracy
- recognition algorithm
- simulated annealing
- linear programming
- expectation maximization
- computationally efficient
- prediction error
- estimation algorithm
- preprocessing