Only show best results for a given pipeline template in rankings #682
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@@ Coverage Diff @@
## master #682 +/- ##
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Coverage 99.08% 99.09%
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Files 139 139
Lines 4934 4947 +13
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+ Hits 4889 4902 +13
Misses 45 45
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| assert isinstance(automl.best_pipeline, PipelineBase) | ||
| assert isinstance(automl.get_pipeline(0), PipelineBase) | ||
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| automl.describe_pipeline(0) | ||
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| scores = automl.best_pipeline.score(X, y, ['precision']) | ||
| assert not any(np.isnan(val) for val in scores.values()) |
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Cool. I think you can also do assert not np.isnan(np.array(scores.values())).any()
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Tried and I think it would be assert not np.isnan(np.array(list(scores.values()))).any(), not sure if there's a clear better statement here :p
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Lol no worries, was just a passing comment. I've found numpy methods to generally be faster than the python builtins.
Closes #410