Explaining Decisions in ML Models: a Parameterized Complexity Analysis.
Sebastian OrdyniakGiacomo PaesaniMateusz RychlickiStefan SzeiderPublished in: CoRR (2024)
Keyphrases
- complexity analysis
- statistical models
- probabilistic model
- model selection
- accurate models
- classification models
- optimal solution
- data sets
- data structure
- least squares
- maximum likelihood
- real time
- parameter estimation
- regression model
- clustering algorithm
- decision making
- random fields
- learning models
- design decisions
- databases