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Relax test for decision stump in distributed environment. (#6919)

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Jiaming Yuan 2021-04-30 09:04:11 +08:00 committed by GitHub
parent 45ddc39c1d
commit a1d23f6613
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1 changed files with 11 additions and 1 deletions
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12
tests/python/test_with_dask.py
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@ -1023,7 +1023,17 @@ class TestWithDask:
evals=[(m, 'train')])['history'] evals=[(m, 'train')])['history']
note(history) note(history)
history = history['train'][dataset.metric] history = history['train'][dataset.metric]
assert tm.non_increasing(history)
def is_stump():
return params["max_depth"] == 1 or params["max_leaves"] == 1
def minimum_bin():
return "max_bin" in params and params["max_bin"] == 2
if minimum_bin() and is_stump():
assert tm.non_increasing(history, tolerance=1e-3)
else:
assert tm.non_increasing(history)
# Make sure that it's decreasing # Make sure that it's decreasing
assert history[-1] < history[0] assert history[-1] < history[0]