def testClusterAllocationSampleSimple1ChebyshevDistanceMatrixByCore(self):
metric = distance_metric(type_metric.CHEBYSHEV)
kmedoids_test_template.templateLengthProcessWithMetric(
SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5],
metric,
True,
data_type='distance_matrix')
def testClusterAllocationSampleSimple1MinkowskiDistanceMatrixByCore(self):
metric = distance_metric(type_metric.MINKOWSKI, degree=2.0)
kmedoids_test_template.templateLengthProcessWithMetric(
SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5],
metric,
True,
data_type='distance_matrix')
def testClusterAllocationSampleSimple1ManhattanDistanceMatrixByCore(self):
metric = distance_metric(type_metric.MANHATTAN)
kmedoids_test_template.templateLengthProcessWithMetric(
SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5],
metric,
True,
data_type='distance_matrix')
def testClusterAllocationSampleSimple1SquareEuclideanDistanceMatrix(self):
metric = distance_metric(type_metric.EUCLIDEAN_SQUARE)
kmedoids_test_template.templateLengthProcessWithMetric(
SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5],
metric,
False,
data_type='distance_matrix')
def testClusterAllocationSampleSimple1UserDefinedDistanceMatrix(self):
metric = distance_metric(type_metric.USER_DEFINED,
func=distance_metric(type_metric.EUCLIDEAN))
kmedoids_test_template.templateLengthProcessWithMetric(
SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5],
metric,
False,
data_type='distance_matrix')
def testClusterAllocationSampleSimple1GowerDistanceMatrixByCore(self):
metric = distance_metric(type_metric.GOWER,
data=read_sample(
SIMPLE_SAMPLES.SAMPLE_SIMPLE1))
kmedoids_test_template.templateLengthProcessWithMetric(
SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5],
metric,
True,
data_type='distance_matrix')
def testClusterAllocationSampleSimple1SquareEuclideanByCore(self):
metric = distance_metric(type_metric.EUCLIDEAN_SQUARE)
kmedoids_test_template.templateLengthProcessWithMetric(
SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, True)
def testClusterAllocationSampleSimple1Minkowski(self):
metric = distance_metric(type_metric.MINKOWSKI, degree=2.0)
kmedoids_test_template.templateLengthProcessWithMetric(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, False)
def testClusterAllocationSampleSimple1Chebyshev(self):
metric = distance_metric(type_metric.CHEBYSHEV)
kmedoids_test_template.templateLengthProcessWithMetric(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, False)
def testClusterAllocationSampleSimple1Manhattan(self):
metric = distance_metric(type_metric.MANHATTAN)
kmedoids_test_template.templateLengthProcessWithMetric(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, False)
