An Optimization Approach of Deriving Bounds between Entropy and Error from Joint Distribution: Case Study for Binary Classifications.
Bao-Gang HuHong-Jie XingPublished in: Entropy (2016)
Keyphrases
- joint distribution
- case study
- maximum entropy
- random variables
- marginal distributions
- error bounds
- conditional probabilities
- minimum error
- upper and lower bounds
- conditional distributions
- upper bound
- lower bound
- bayesian networks
- error tolerance
- marginal probabilities
- conditional distribution
- probability distribution
- kullback leibler divergence
- real world
- worst case