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"Standard regression tasks for evaluation"
Hi,
can some of you point me to standard data sets for evaluating a regression method.
For classification there are some datasets which are always used in literature when classification tasks are evaluated (model building as well as feature selection), e.g. diabetes, breast-cancer, ionosphere, sonar, ...
I now want to evaluate a FS selection method which should be suitable for classification and regression tasks, but I'm quite unfamiliar with the latter.
Please, name some "standard" datasets and where to get them.
Thanks a lot,
Ben
can some of you point me to standard data sets for evaluating a regression method.
For classification there are some datasets which are always used in literature when classification tasks are evaluated (model building as well as feature selection), e.g. diabetes, breast-cancer, ionosphere, sonar, ...
I now want to evaluate a FS selection method which should be suitable for classification and regression tasks, but I'm quite unfamiliar with the latter.
Please, name some "standard" datasets and where to get them.
Thanks a lot,
Ben
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Answers
http://solarscience.msfc.nasa.gov/greenwch.shtml
Old and faithful geyser dataset:
http://research.microsoft.com/en-us/um/people/cmbishop/prml/webdatasets/faithful.txt
edit:
Synthetic data that is often used:
http://tracer.lcc.uma.es/problems/ackley/ackley.html
Ben