An Information-Theoretic Predictive Model for the Accuracy of AI Agents Adapted from Psychometrics.
Nader ChmaitDavid L. DoweYuan-Fang LiDavid G. GreenPublished in: AGI (2017)
Keyphrases
- information theoretic
- predictive model
- mutual information
- information theory
- theoretic framework
- information theoretic measures
- information bottleneck
- jensen shannon divergence
- historical data
- artificial intelligence
- neural network
- kullback leibler divergence
- prediction accuracy
- relative entropy
- registration accuracy
- pattern recognition
- classification accuracy
- kl divergence
- entropy measure
- decision trees
- machine learning
- classification rules
- image registration
- multi class
- artificial neural networks
- data sets