Feature Removal Is a Unifying Principle for Model Explanation Methods.
Ian CovertScott M. LundbergSu-In LeePublished in: CoRR (2020)
Keyphrases
- qualitative and quantitative
- mathematical model
- information retrieval
- statistical models
- computational model
- probabilistic model
- high level
- linear regression
- formal model
- machine learning methods
- reinforcement learning
- monte carlo simulation
- prior knowledge
- management system
- image features
- theoretical analysis
- experimental data
- feature maps
- reconstruction method
- mathematical models
- predictive model
- hybrid method
- statistical methods
- statistical model
- feature vectors
- preprocessing
- image segmentation
- decision trees
- genetic algorithm