Use 5 folds for grid search #667
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- Update `grid_search_folds` documentation - Also change default value of `MAX_SKLL_CONCURRENT_PROCESSES` to 5.
Otherwise tests take too long. Note that the the config parsing tests in `test_input.py` were correctly modified to check that the default value for grid search folds is 5.
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Coverage 96.76% 96.76%
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Files 63 63
Lines 9077 9077
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Hits 8783 8783
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@mulhod it'd be really great if you could test this with gridmap as well. Thanks! |
aoifecahill
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Feb 23, 2021
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aoifecahill
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Looks good, thanks!
mulhod
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Feb 23, 2021
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This PR closes #487.
See issue for motivation to change the default number of folds for grid search cross-validation. One by-product of the change is that experiments will certainly take longer to run but they are likely to be more reliable.
Changes:
grid_search_foldsdocumentationMAX_SKLL_CONCURRENT_PROCESSESto 5.test_input.pywere correctly modified to check that the default value for grid search folds is 5.