An Interpretable Artificial Intelligence Model of Chinese Medicine Treatment Based on XGBoost Algorithm.
Houwu GongHanxue ZhangLiang ZhouYu LiuLin ZhangPublished in: BIBM (2020)
Keyphrases
- theoretical analysis
- artificial intelligence
- objective function
- input data
- recognition algorithm
- mathematical model
- algorithm has been developed
- final result
- classification algorithm
- cost function
- experimental evaluation
- probabilistic model
- optimization model
- algorithm employs
- hyper graph
- high accuracy
- significant improvement
- computational complexity
- bayesian framework
- prior information
- estimation algorithm
- parameter estimation
- parametric models
- selection algorithm
- linear programming
- k means
- kalman filter
- similarity measure
- learned models
- optimization algorithm
- simulation study
- energy function
- particle swarm optimization
- computational cost
- tree structure
- detection algorithm
- machine learning
- markov model
- expectation maximization
- filtering algorithm
- np hard
- optimal solution
- learning algorithm