def testAllocatedRequestedClustersWithTheSamePoints2(self):
sample = [[0.23, 0.2], [-0.1, 0.1], [0.0, 0.9], [0.1, -0.2],
[0.8, 0.1], [-0.1, 0.1], [-0.4, -0.2], [0.0, 0.9]]
answers = [1, 2, 3, 4, 5, 6, 6, 6]
for expected_amount in answers:
kmedoids_test_template.templateAllocateRequestedClusterAmount(
sample, expected_amount, None, True)
def testAllocatedRequestedClustersSampleSimple03(self):
sample = read_sample(SIMPLE_SAMPLES.SAMPLE_SIMPLE3)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 2, None, False)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 5, None, False)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 8, None, False)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 10, None, False)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 15, None, False)
def testAllocatedRequestedClustersWithTotallyTheSamePoints(self):
# Bug issue #366 - Kmedoids returns incorrect number of clusters.
sample = [ [0.0, 0.0], [0.0, 0.0], [0.0, 0.0], [0.0, 0.0] ]
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 4, None, False)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 3, None, False)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 2, None, False)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 1, None, False)
def testAllocatedRequestedClustersWithTheSamePointsByCore(self):
# Bug issue #366 - Kmedoids returns incorrect number of clusters.
sample = [[0.0, 0.0], [0.1, 0.1], [0.0, 0.0], [0.1, 0.2]]
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 3, None, True)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 3, None, True)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 2, None, True)
kmedoids_test_template.templateAllocateRequestedClusterAmount(sample, 1, None, True)
def testAllocatedRequestedClustersSampleSimple04ByCore(self):
sample = read_sample(SIMPLE_SAMPLES.SAMPLE_SIMPLE4)
kmedoids_test_template.templateAllocateRequestedClusterAmount(
sample, 10, None, True)
kmedoids_test_template.templateAllocateRequestedClusterAmount(
sample, 25, None, True)
kmedoids_test_template.templateAllocateRequestedClusterAmount(
sample, 40, None, True)