A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets.
Jacques WainerPublished in: CoRR (2022)
Keyphrases
- data sets
- high level
- multiple models
- classification algorithm
- optimization problems
- significant improvement
- test data
- probabilistic model
- statistical model
- computational model
- objective function
- maximum likelihood
- computationally efficient
- linear models
- mathematical model
- input data
- cost function
- pairwise
- theoretical analysis
- parameter estimation
- multi class
- management system
- state space
- feature selection
- computational cost
- posterior probability
- learning models
- database