本文整理汇总了Python中pyclustering.cluster.tests.kmedoids_templates.KmedoidsTestTemplates类的典型用法代码示例。如果您正苦于以下问题：Python KmedoidsTestTemplates类的具体用法？Python KmedoidsTestTemplates怎么用？Python KmedoidsTestTemplates使用的例子？那么恭喜您, 这里精选的类代码示例或许可以为您提供帮助。
在下文中一共展示了KmedoidsTestTemplates类的15个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: testAllocatedRequestedClustersSampleSimple03
def testAllocatedRequestedClustersSampleSimple03(self):
sample = read_sample(SIMPLE_SAMPLES.SAMPLE_SIMPLE3)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 2, None, False)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 5, None, False)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 8, None, False)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 10, None, False)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 15, None, False)示例2: testAllocatedRequestedClustersWithTotallyTheSamePointsByCore
def testAllocatedRequestedClustersWithTotallyTheSamePointsByCore(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] ]
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 4, None, True)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 3, None, True)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 2, None, True)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 1, None, True)示例3: templateKmeansPlusPlusForKmedoidsClustering
def templateKmeansPlusPlusForKmedoidsClustering(self, path_sample, amount, expected_clusters_length):
result_success = True
for _ in range(3):
try:
sample = read_sample(path_sample)
start_medoids = kmeans_plusplus_initializer(sample, amount).initialize(return_index=True)
KmedoidsTestTemplates.templateLengthProcessData(path_sample, start_medoids, expected_clusters_length,
False)
except AssertionError:
continue
break
assert result_success == True;示例4: testClusterOneAllocationSampleSimple2DistanceMatrixByCore
def testClusterOneAllocationSampleSimple2DistanceMatrixByCore(self):
KmedoidsTestTemplates.templateLengthProcessData(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, [10], [23], True, data_type='distance_matrix')示例5: testAllocatedRequestedClustersSampleSimple04ByCore
def testAllocatedRequestedClustersSampleSimple04ByCore(self):
sample = read_sample(SIMPLE_SAMPLES.SAMPLE_SIMPLE4)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 10, None, True)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 25, None, True)
KmedoidsTestTemplates.templateAllocateRequestedClusterAmount(sample, 40, None, True)示例6: testClusterAllocationSampleSimple1
def testClusterAllocationSampleSimple1(self):
KmedoidsTestTemplates.templateLengthProcessData(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], False)示例7: testClusterAllocationSampleSimple1UserDefinedDistanceMatrixByCore
def testClusterAllocationSampleSimple1UserDefinedDistanceMatrixByCore(self):
metric = distance_metric(type_metric.USER_DEFINED, func=distance_metric(type_metric.EUCLIDEAN))
KmedoidsTestTemplates.templateLengthProcessWithMetric(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, True, data_type='distance_matrix')示例8: testClusterAllocationSampleSimple1ChebyshevDistanceMatrixByCore
def testClusterAllocationSampleSimple1ChebyshevDistanceMatrixByCore(self):
metric = distance_metric(type_metric.CHEBYSHEV)
KmedoidsTestTemplates.templateLengthProcessWithMetric(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, True, data_type='distance_matrix')示例9: testClusterAllocationSampleSimple1SquareEuclideanDistanceMatrixByCore
def testClusterAllocationSampleSimple1SquareEuclideanDistanceMatrixByCore(self):
metric = distance_metric(type_metric.EUCLIDEAN_SQUARE)
KmedoidsTestTemplates.templateLengthProcessWithMetric(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, True, data_type='distance_matrix')示例10: testClusterAllocationSampleSimple1DistanceMatrixByCore
def testClusterAllocationSampleSimple1DistanceMatrixByCore(self):
KmedoidsTestTemplates.templateLengthProcessData(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], True, data_type='distance_matrix')示例11: testItermax10Simple01
def testItermax10Simple01(self):
KmedoidsTestTemplates.templateLengthProcessData(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], True, itermax=10)示例12: testProcessingWhenLibraryCoreCorrupted
def testProcessingWhenLibraryCoreCorrupted(self):
KmedoidsTestTemplates.templateLengthProcessData(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], True)示例13: testClusterAllocationSampleSimple2ByCore
def testClusterAllocationSampleSimple2ByCore(self):
KmedoidsTestTemplates.templateLengthProcessData(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, [3, 12, 20], [10, 5, 8], True)示例14: testClusterAllocationSampleSimple1Minkowski
def testClusterAllocationSampleSimple1Minkowski(self):
metric = distance_metric(type_metric.MINKOWSKI, degree=2.0)
KmedoidsTestTemplates.templateLengthProcessWithMetric(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, False)示例15: testClusterAllocationSampleSimple1Chebyshev
def testClusterAllocationSampleSimple1Chebyshev(self):
metric = distance_metric(type_metric.CHEBYSHEV)
KmedoidsTestTemplates.templateLengthProcessWithMetric(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, [2, 9], [5, 5], metric, False)