Naïve and Robust: Class-Conditional Independence in Human Classification Learning.
Jana JareckiBjörn MederJonathan D. NelsonPublished in: Cogn. Sci. (2018)
Keyphrases
- conditional independence
- supervised learning
- text categorization
- bayesian networks
- learning algorithm
- learning bayesian networks
- markov blanket
- structure learning
- inductive inference
- bayes classifiers
- class labels
- feature selection
- text classification
- axiomatic characterization
- neural network
- reinforcement learning
- decision trees
- causal discovery
- structure learning algorithm
- bayesian network structure
- structure and parameter learning
- discriminative learning
- bayes classifier
- learning problems
- classification rules
- probability distribution
- training set