Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees.
Quentin J. M. HuysNeir EshelElizabeth J. P. O'NionsLuke SheridanPeter DayanJonathan P. RoiserPublished in: PLoS Comput. Biol. (2012)
Keyphrases
- goal directed
- decision trees
- tree construction
- post pruning
- reduced error pruning
- decision tree learning
- decision tree induction
- autonomous robots
- pruning methods
- predictive accuracy
- machine learning
- information gain
- decision rules
- pruning algorithms
- automated planning
- training data
- random forest
- pruning method
- leaf nodes
- naive bayes
- design choices
- real time
- tree pruning
- machine learning algorithms
- classification trees
- logistic regression
- random forests
- ensemble methods
- classification rules
- data mining methods
- constructive induction
- decision tree algorithm
- training set
- tree induction
- pruning strategy
- search space
- nearest neighbour
- fuzzy decision trees
- base classifiers
- multivariate decision trees