An unexpected unity among methods for interpreting model predictions.
Scott M. LundbergSu-In LeePublished in: CoRR (2016)
Keyphrases
- cost function
- probabilistic model
- linear regression
- computational cost
- theoretical framework
- statistical models
- high level
- linear model
- preprocessing
- probability distribution
- management system
- theoretical analysis
- linear models
- classification models
- parameter values
- machine learning methods
- mathematical model
- computational model
- parameter estimation
- information retrieval
- significant improvement
- objective function
- decision trees