Changes between Version 7 and Version 8 of AdditionalMaterial/ECML-PKDD
- Timestamp:
- 06/28/12 12:55:27 (12 years ago)
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AdditionalMaterial/ECML-PKDD
v7 v8 20 20 As a preparation for symbolic regression a number of parameters have to be configured. A very important parameter is the grammar that restricts the possible shapes of evolved models and defines the basic building blocks for symbolic regression models (function set). 21 21 22 [[Image(grammar.png, width= 300)]]22 [[Image(grammar.png, width=500)]] 23 23 24 24 Other important parameters are the error function that should be minimized (e.g. mean of squared errors, mean of absolute errors, Pearson's R², ...), and the maximal size of the models. Additionally the parameters of the underlying evolutionary algorithm like population size, mutation rate, and number of iterations can be configured.