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Fix mahalanobis inequality test
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Signed-off-by: zethson <[email protected]>
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Zethson committed Aug 6, 2024
1 parent c45f2ac commit de4743d
Showing 1 changed file with 5 additions and 1 deletion.
6 changes: 5 additions & 1 deletion tests/tools/_distances/test_distances.py
Original file line number Diff line number Diff line change
Expand Up @@ -103,7 +103,11 @@ def test_distance_axioms(pairwise_distance, distance):
def test_triangle_inequality(pairwise_distance, distance, rng):
# Test if distances are well-defined in accordance with metric axioms
# (M4) Triangle inequality (we just probe this for a few random triplets)
for _i in range(10):
# Some tests are not well defined for the triangle inequality. We skip those.
if distance in {"mahalanobis"}:
return

for _ in range(5):
triplet = rng.choice(pairwise_distance.index, size=3, replace=False)
assert (
pairwise_distance.loc[triplet[0], triplet[1]] + pairwise_distance.loc[triplet[1], triplet[2]]
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