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Top Document: comp.ai.neural-nets FAQ, Part 4 of 7: Books, data, etc. Previous Document: Mailing lists, BBS, CD-ROM? Next Document: Databases for experimentation with NNs? See reader questions & answers on this topic! - Help others by sharing your knowledge The NN benchmarking resources page at http://wwwipd.ira.uka.de/~prechelt/NIPS_bench.html was created after a NIPS 1995 workshop on NN benchmarking. The page contains pointers to various papers on proper benchmarking methodology and to various sources of datasets. Benchmark studies require some familiarity with the statistical design and analysis of experiments. There are many textbooks on this subject, of which Cohen (1995) will probably be of particular interest to researchers in neural nets and machine learning (see also the review of Cohen's book by Ron Kohavi in the International Journal of Neural Systems, which can be found on-line at http://robotics.stanford.edu/users/ronnyk/ronnyk-bib.html). Reference: Cohen, P.R. (1995), Empirical Methods for Artificial Intelligence, Cambridge, MA: The MIT Press. User Contributions:Top Document: comp.ai.neural-nets FAQ, Part 4 of 7: Books, data, etc. Previous Document: Mailing lists, BBS, CD-ROM? Next Document: Databases for experimentation with NNs? Part1 - Part2 - Part3 - Part4 - Part5 - Part6 - Part7 - Single Page [ Usenet FAQs | Web FAQs | Documents | RFC Index ] Send corrections/additions to the FAQ Maintainer: saswss@unx.sas.com (Warren Sarle)
Last Update March 27 2014 @ 02:11 PM
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