SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP.
Abdallah AlabdallahSepideh PashamiThorsteinn S. RögnvaldssonMattias OhlssonPublished in: DSAA (2022)
Keyphrases
- dynamic programming
- probabilistic model
- theoretical analysis
- computational cost
- worst case
- np hard
- computational complexity
- recognition algorithm
- k means
- classification algorithm
- experimental evaluation
- particle swarm optimization
- selection algorithm
- improved algorithm
- times faster
- bayesian framework
- detection algorithm
- computationally efficient
- state space
- cost function
- model selection
- parameter estimation
- optimization algorithm
- search space
- convex hull
- preprocessing
- optimal solution
- similarity measure
- learning algorithm