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Improve new names
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luis261 committed Aug 4, 2022
1 parent 962110a commit 3949ccb
Showing 1 changed file with 6 additions and 6 deletions.
12 changes: 6 additions & 6 deletions hdbscan/validity.py
Original file line number Diff line number Diff line change
Expand Up @@ -36,7 +36,7 @@ def all_points_core_distance(distance_matrix, d=2.0):
return result


def print_max_ratio(stacked_distances):
def max_ratio(stacked_distances):
max_ratio = 0
for i in range(stacked_distances.shape[0]):
for j in range(stacked_distances.shape[1]):
Expand All @@ -46,12 +46,12 @@ def print_max_ratio(stacked_distances):
continue
max_ratio = coredist/dist

print("Max euclidean distance to coredistance ratio: " + str(max_ratio))
return max_ratio


def distances_between_points(X, labels, cluster_id,
metric='euclidean', d=None, no_coredist=False,
print_max_euclid_to_coredist_ratios=False, **kwd_args):
print_max_raw_to_coredist_ratio=False, **kwd_args):
"""
Compute pairwise distances for all the points of a cluster.
Expand Down Expand Up @@ -123,8 +123,8 @@ def distances_between_points(X, labels, cluster_id,
stacked_distances = np.dstack(
[distance_matrix, core_dist_matrix, core_dist_matrix.T])

if print_max_euclid_to_coredist_ratios:
print_max_ratio(stacked_distances)
if print_max_raw_to_coredist_ratio:
print("Max raw distance to coredistance ratio: " + str(max_ratio(stacked_distances)))

return stacked_distances.max(axis=-1), core_distances

Expand Down Expand Up @@ -359,7 +359,7 @@ def validity_index(X, labels, metric='euclidean',
metric,
d,
no_coredist=mst_raw_dist,
print_max_euclid_to_coredist_ratios=verbose,
print_max_raw_to_coredist_ratio=verbose,
**kwd_args
)

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