www-ai.cs.tu-dortmund.de/LEHRE/SEMINARE/WS2122/TrustworthyAIMachineLearning/weiss2018a.pdf
10 50 100 1000 Train 50 30, 30, 30 11,11,155 99.9 99.8 99.9 99.9 99.9 100 11.0 11,10,11 100 99.9 99.9 99.9 100 500 30, 30, 30 10,10,10 100 99.9 100 99.9 100.0
1:1 ratio between the positive and negative [...] network trained on the regular expression
[a-z][a-z0-9]*@[a-z0-9]+.(com|net|co.[a-z][a-z])$
(simple email addresses over the 38 letter alphabet {a-z,0-9,@,.}) to 100% accuracy on a 40,000 sample train set [...] Schmidhuber, J. Long short-term memory. Neural Computation, 9(8):1735–1780, 1997. doi: 10. 1162/neco.1997.9.8.1735. URL https://doi.org/ 10.1162/neco.1997.9.8.1735.
Jacobsson, H. Rule extraction from recurrent …