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[pyclustering.cluster.antmean] Increase test stability.
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annoviko committed Oct 27, 2017
1 parent dc93b9c commit 15b8af2
Showing 1 changed file with 4 additions and 35 deletions.
39 changes: 4 additions & 35 deletions pyclustering/cluster/tests/integration/it_antmean.py
Original file line number Diff line number Diff line change
Expand Up @@ -34,39 +34,8 @@


class AntmeanIntegrationTest(unittest.TestCase):
def templateClustering(self, samples, clusters):
algo = antmean(samples, len(clusters), None);
algo.process();
res = algo.get_clusters();


for i in range(len(res)):
res[i].sort()

for i in range(len(clusters)):
clusters[i].sort()

for j in range(len(res)):

found_cl = True

for k in range(len(clusters[i])):
if clusters[i][k] != res[j][k]:
found_cl = False
break

if found_cl:
break

assert found_cl

def testSimpleTwoClusters(self):
self.templateClustering([[0, 0], [1, 1], [10, 10], [11, 11], [-2, -2], [0.55, -1.26], [13.25, 12.12]],
[[0, 1, 4, 5], [2, 3, 6]]);


def templateSimpleClustering(self, path, count_clusters, expected_length_clusters, iterations, count_ants, pheramone_init, ro):
attempts = 10;
attempts = 15;

params = antmean_clustering_params();
params.iterations = iterations;
Expand Down Expand Up @@ -102,13 +71,13 @@ def templateSimpleClustering(self, path, count_clusters, expected_length_cluster


def testClusteringSampleSimple01(self):
self.templateSimpleClustering(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, [5, 5], 50, 40, 0.1, 0.9);
self.templateSimpleClustering(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, [5, 5], 50, 100, 0.1, 0.9);

def testClusteringSampleSimple02(self):
self.templateSimpleClustering(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, [5, 8, 10], 400, 300, 0.1, 0.9);
self.templateSimpleClustering(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, [5, 8, 10], 400, 500, 0.1, 0.9);

def testClusteringOneDimensionalData(self):
self.templateSimpleClustering(SIMPLE_SAMPLES.SAMPLE_SIMPLE7, 2, [10, 10], 400, 300, 0.1, 0.9);
self.templateSimpleClustering(SIMPLE_SAMPLES.SAMPLE_SIMPLE7, 2, [10, 10], 400, 500, 0.1, 0.9);


if __name__ == "__main__":
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