Hematoma expansion prediction based on SMOTE and XGBoost algorithm.
Yan LiChaonan DuSikai GeRuonan ZhangYiming ShaoKeyu ChenZhepeng LiFei MaPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- detection algorithm
- worst case
- cost function
- prediction error
- computational complexity
- preprocessing
- k means
- dynamic programming
- optimal solution
- expectation maximization
- particle swarm optimization
- search space
- computational cost
- simulated annealing
- prediction algorithm
- prediction accuracy
- probabilistic model
- high dimensional
- objective function
- learning algorithm
- artificial neural networks
- optimization algorithm
- training data
- sampling algorithm
- neural network