DeepCover: Advancing RNN Test Coverage and Online Error Prediction using State Machine Extraction.
Pouria GolshanradFathiyeh FaghihPublished in: CoRR (2024)
Keyphrases
- state machine
- state machines
- prediction error
- prediction accuracy
- recurrent neural networks
- fault tolerant
- online learning
- error rate
- test suite
- nearest neighbor
- databases
- set of test cases
- prediction algorithm
- prediction model
- root mean square error
- test cases
- automatic extraction
- error analysis
- social networks
- general loss functions
- information extraction
- finite state machines
- decision trees
- website
- test statistic
- genetic algorithm
- real time
- wheel slip