NN2Rules: Extracting Rule List from Neural Networks.
G. Roshan LalVarun MithalPublished in: CoRR (2022)
Keyphrases
- neural network
- rule sets
- rule extraction
- classification rules
- association rules
- rule learning
- back propagation
- production rules
- rule discovery
- rule generation
- artificial neural networks
- rule mining
- neural network model
- nearest neighbor
- rule induction algorithm
- rule induction
- nearest neighbour
- fuzzy decision trees
- learning rules
- rule language
- deduction rules
- discovered rules
- active databases
- condition action rules
- multilayer perceptron
- rules discovered
- learned rules
- bp algorithm
- learning classifier systems
- fuzzy logic
- self organizing maps
- decision rules
- rough set theory
- pattern recognition
- modular neural networks
- logical rules
- multi layer
- recurrent neural networks
- grammar rules
- fuzzy rule based systems
- association rule mining
- interesting rules
- redundant rules
- hidden units
- neural nets
- adaptive resonance theory
- backpropagation neural network
- rule base
- fuzzy systems
- knn
- training algorithm
- feed forward