Efficacy prediction of noninvasive ventilation failure based on the stacking ensemble algorithm and autoencoder.
Na LiangChengliang WangJun DuanXin XieYu WangPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- learning algorithm
- computational cost
- k means
- cost function
- times faster
- optimal solution
- matching algorithm
- dynamic programming
- optimization algorithm
- computational complexity
- experimental evaluation
- segmentation algorithm
- recognition algorithm
- prediction error
- prediction algorithm
- neural network
- detection algorithm
- expectation maximization
- high accuracy
- np hard
- particle swarm optimization
- simulated annealing
- worst case
- multi class
- significant improvement
- convergence rate
- preprocessing
- similarity measure
- ensemble learning
- feature selection