Python AgglomerativeTestTemplates Examples

Example #1

 def testClusteringSampleSimple2LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, type_link.SINGLE_LINK,
         [5, 8, 10], False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 1, type_link.SINGLE_LINK, [23],
         False)

Example #2

 def testClusteringSampleSimple3LinkCentroid(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 4, type_link.CENTROID_LINK,
         [10, 10, 10, 30], False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 1, type_link.CENTROID_LINK, [60],
         False)

Example #3

 def testClusteringSampleSimple3LinkAverage(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 4, type_link.AVERAGE_LINK,
         [10, 10, 10, 30], False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 1, type_link.AVERAGE_LINK, [60],
         False)

Example #4

 def testClusteringSampleSimple1LinkComplete(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.COMPLETE_LINK, [5, 5],
         False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 1, type_link.COMPLETE_LINK, [10],
         False)

Example #5

 def testClusteringTheSameData2LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 2, type_link.SINGLE_LINK, [5, 10],
         False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 1, type_link.SINGLE_LINK, [15],
         False)

Example #6

 def testClusteringSampleSimple2LinkCentroid(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, type_link.CENTROID_LINK,
         [5, 8, 10], False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 1, type_link.CENTROID_LINK, [23],
         False)

Example #7

 def testClusteringThreeDimensionalData1LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE11, 2, type_link.SINGLE_LINK, [10, 10],
         False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE11, 1, type_link.SINGLE_LINK, [20],
         False)

Example #8

 def testClusteringTheSameData1LinkComplete(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 2, type_link.COMPLETE_LINK,
         [10, 20], False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 1, type_link.COMPLETE_LINK, [30],
         False)

Example #9

 def testClusteringTheSameData2LinkCentroid(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 2, type_link.CENTROID_LINK,
         [5, 10], False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 1, type_link.CENTROID_LINK, [15],
         False)

Example #10

 def testClusteringSampleSimple4LinkComplete(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 5, type_link.COMPLETE_LINK,
         [15, 15, 15, 15, 15], False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 1, type_link.COMPLETE_LINK, [75],
         False)

Example #11

 def testClusteringSampleSimple5LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE5, 4, type_link.SINGLE_LINK,
         [15, 15, 15, 15], False)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE5, 1, type_link.SINGLE_LINK, [60],
         False)

Example #12

 def testClusteringTheSameData1LinkAverageByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 2, type_link.AVERAGE_LINK, [10, 20],
         True)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 1, type_link.AVERAGE_LINK, [30],
         True)

Example #13

 def testClusteringTheSameData1LinkCentroidByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 2, type_link.CENTROID_LINK,
         [10, 20], True)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 1, type_link.CENTROID_LINK, [30],
         True)

Example #14

 def testClusteringSampleSimple1LinkSingleByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.SINGLE_LINK, [5, 5],
         True)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 1, type_link.SINGLE_LINK, [10],
         True)

Example #15

 def testClusteringSampleSimple1LinkCentroidByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.CENTROID_LINK, [5, 5],
         True)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 1, type_link.CENTROID_LINK, [10],
         True)

Example #16

 def testClusteringSampleSimple2LinkCompleteByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, type_link.COMPLETE_LINK,
         [5, 8, 10], True)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 1, type_link.COMPLETE_LINK, [23],
         True)

Example #17

 def testClusteringTheSameData2LinkCompleteByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 2, type_link.COMPLETE_LINK,
         [5, 10], True)
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 1, type_link.COMPLETE_LINK, [15],
         True)

Example #18

File: it_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple1LinkSingleByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.SINGLE_LINK, [5, 5], True);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 1, type_link.SINGLE_LINK, [10], True);

Example #19

 def testTwoClusterAllocationTheSameObjectLinkSingle(self):
     AgglomerativeTestTemplates.templateClusterAllocationTheSameObjects(
         10, 2, type_link.SINGLE_LINK, False)

Example #20

 def testTwoClusterAllocationTheSameObjectLinkCentroid(self):
     AgglomerativeTestTemplates.templateClusterAllocationTheSameObjects(
         10, 2, type_link.CENTROID_LINK, False)

Example #21

 def testClusterAllocationOneDimensionDataLinkSingle(self):
     AgglomerativeTestTemplates.templateClusterAllocationOneDimensionData(
         type_link.SINGLE_LINK, False)

Example #22

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringThreeDimensionalData1LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE11, 2, type_link.SINGLE_LINK, [10, 10], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE11, 1, type_link.SINGLE_LINK, [20], False);

Example #23

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testTwoClusterAllocationTheSameObjectLinkCentroid(self):
     AgglomerativeTestTemplates.templateClusterAllocationTheSameObjects(10, 2, type_link.CENTROID_LINK, False);

Example #24

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testTwoClusterAllocationTheSameObjectsLinkAverage(self):
     AgglomerativeTestTemplates.templateClusterAllocationTheSameObjects(10, 2, type_link.AVERAGE_LINK, False);

Example #25

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusterAllocationOneDimensionDataLinkSingle(self):
     AgglomerativeTestTemplates.templateClusterAllocationOneDimensionData(type_link.SINGLE_LINK, False);

Example #26

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusterAllocationOneDimensionDataLinkComplete(self):
     AgglomerativeTestTemplates.templateClusterAllocationOneDimensionData(type_link.COMPLETE_LINK, False);

Example #27

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusterAllocationOneDimensionDataLinkCentroid(self):
     AgglomerativeTestTemplates.templateClusterAllocationOneDimensionData(type_link.CENTROID_LINK, False);

Example #28

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusterAllocationOneDimensionDataLinkAverage(self):
     AgglomerativeTestTemplates.templateClusterAllocationOneDimensionData(type_link.AVERAGE_LINK, False);

Example #29

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple4LinkCentroid(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 5, type_link.CENTROID_LINK, [15, 15, 15, 15, 15], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 1, type_link.CENTROID_LINK, [75], False);

Example #30

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple4LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 5, type_link.SINGLE_LINK, [15, 15, 15, 15, 15], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 1, type_link.SINGLE_LINK, [75], False);

Example #31

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testTwoClusterAllocationTheSameObjectLinkComplete(self):
     AgglomerativeTestTemplates.templateClusterAllocationTheSameObjects(10, 2, type_link.COMPLETE_LINK, False);

Example #32

 def testProcessingWhenLibraryCoreCorrupted(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.AVERAGE_LINK, [5, 5],
         True)

Example #33

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringTheSameData2LinkCentroid(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 2, type_link.CENTROID_LINK, [5, 10], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 1, type_link.CENTROID_LINK, [15], False); 

Example #34

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple5LinkAverage(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE5, 4, type_link.AVERAGE_LINK, [15, 15, 15, 15], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE5, 1, type_link.AVERAGE_LINK, [60], False);

Example #35

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringTheSameData2LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 2, type_link.SINGLE_LINK, [5, 10], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 1, type_link.SINGLE_LINK, [15], False);

Example #36

File: it_agglomerative.py Project: annoviko/pyclustering

 def testClusteringTheSameData2LinkCompleteByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 2, type_link.COMPLETE_LINK, [5, 10], True);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE12, 1, type_link.COMPLETE_LINK, [15], True); 

Example #37

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringTheSameData1LinkComplete(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 2, type_link.COMPLETE_LINK, [10, 20], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 1, type_link.COMPLETE_LINK, [30], False); 

Example #38

File: it_agglomerative.py Project: annoviko/pyclustering

 def testClusteringTheSameData1LinkCentroidByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 2, type_link.CENTROID_LINK, [10, 20], True);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 1, type_link.CENTROID_LINK, [30], True); 

Example #39

File: it_agglomerative.py Project: curiousTauseef/pyclustering

 def testClusteringSampleSimple2LinkAverageByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, type_link.AVERAGE_LINK, [5, 8, 10], True);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 1, type_link.AVERAGE_LINK, [23], True);

Example #40

 def testClusterAllocationOneDimensionDataLinkCentroid(self):
     AgglomerativeTestTemplates.templateClusterAllocationOneDimensionData(
         type_link.CENTROID_LINK, False)

Example #41

File: it_agglomerative.py Project: annoviko/pyclustering

 def testClusteringTheSameData1LinkSingleByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 2, type_link.SINGLE_LINK, [10, 20], True);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE9, 1, type_link.SINGLE_LINK, [30], True); 

Example #42

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testTwoClusterAllocationTheSameObjectLinkSingle(self):
     AgglomerativeTestTemplates.templateClusterAllocationTheSameObjects(10, 2, type_link.SINGLE_LINK, False); 

Example #43

File: it_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple2LinkCompleteByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, type_link.COMPLETE_LINK, [5, 8, 10], True);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 1, type_link.COMPLETE_LINK, [23], True);

Example #44

 def testClusterAllocationOneDimensionDataLinkAverage(self):
     AgglomerativeTestTemplates.templateClusterAllocationOneDimensionData(
         type_link.AVERAGE_LINK, False)

Example #45

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple1LinkComplete(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.COMPLETE_LINK, [5, 5], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 1, type_link.COMPLETE_LINK, [10], False);

Example #46

 def testClusterAllocationOneDimensionDataLinkComplete(self):
     AgglomerativeTestTemplates.templateClusterAllocationOneDimensionData(
         type_link.COMPLETE_LINK, False)

Example #47

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple2LinkCentroid(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, type_link.CENTROID_LINK, [5, 8, 10], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 1, type_link.CENTROID_LINK, [23], False);

Example #48

 def testTwoClusterAllocationTheSameObjectsLinkAverage(self):
     AgglomerativeTestTemplates.templateClusterAllocationTheSameObjects(
         10, 2, type_link.AVERAGE_LINK, False)

Example #49

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple2LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 3, type_link.SINGLE_LINK, [5, 8, 10], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE2, 1, type_link.SINGLE_LINK, [23], False);

Example #50

 def testTwoClusterAllocationTheSameObjectLinkComplete(self):
     AgglomerativeTestTemplates.templateClusterAllocationTheSameObjects(
         10, 2, type_link.COMPLETE_LINK, False)

Example #51

File: it_agglomerative.py Project: annoviko/pyclustering

 def testProcessingWhenLibraryCoreCorrupted(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.AVERAGE_LINK, [5, 5], True);

Example #52

 def testClusteringSampleSimple4LinkCentroid(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 5, type_link.CENTROID_LINK, [15, 15, 15, 15, 15], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 1, type_link.CENTROID_LINK, [75], False);

Example #53

File: it_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple1LinkCentroidByCore(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.CENTROID_LINK, [5, 5], True);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 1, type_link.CENTROID_LINK, [10], True);

Example #54

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple3LinkCentroid(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 4, type_link.CENTROID_LINK, [10, 10, 10, 30], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 1, type_link.CENTROID_LINK, [60], False);

Example #55

 def runCorruptedLibraryCoreTest(self):
     AgglomerativeTestTemplates.templateClusteringResults(
         SIMPLE_SAMPLES.SAMPLE_SIMPLE1, 2, type_link.AVERAGE_LINK, [5, 5],
         True)

Example #56

File: ut_agglomerative.py Project: annoviko/pyclustering

 def testClusteringSampleSimple3LinkSingle(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 4, type_link.SINGLE_LINK, [10, 10, 10, 30], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE3, 1, type_link.SINGLE_LINK, [60], False);

Example #57

 def testClusteringSampleSimple4LinkAverage(self):
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 5, type_link.AVERAGE_LINK, [15, 15, 15, 15, 15], False);
     AgglomerativeTestTemplates.templateClusteringResults(SIMPLE_SAMPLES.SAMPLE_SIMPLE4, 1, type_link.AVERAGE_LINK, [75], False);