Visualizing surrogate decision trees of convolutional neural networks.
Shichao JiaPeiwen LinZeyu LiJiawan ZhangShixia LiuPublished in: J. Vis. (2020)
Keyphrases
- convolutional neural networks
- decision trees
- convolutional network
- predictive accuracy
- decision tree induction
- naive bayes
- decision tree algorithm
- feature construction
- logistic regression
- machine learning
- rule induction
- data mining methods
- machine learning algorithms
- training data
- random forest
- attribute selection
- training set
- decision rules
- interactive visualization
- multivariate decision trees
- ensemble methods
- classification accuracy
- rough sets
- random forests
- constructive induction
- information systems
- boosted decision trees
- neural network
- shape model