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Claudio Maggioni 2023-04-19 16:53:00 +02:00
parent 59904646fa
commit 302f53f5ea
21 changed files with 1159 additions and 502 deletions
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88
clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv
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@ -1,45 +1,45 @@
,k_means,hierarchical
2,0.7008424223503156,0.3958383820498147
3,0.5710705368479275,0.4083355324423938
4,0.5612355754261723,0.4894345431495262
5,0.45447105698494905,0.49390485171067744
6,0.4542950961743021,0.49437178337314974
7,0.5169337345938171,0.4996628258355101
8,0.5048012323625627,0.504680719000111
9,0.4981437021345769,0.5104029882614454
10,0.514873610056946,0.39391549620101274
11,0.4397616290614397,0.35593829934237226
12,0.3966368345309925,0.3965649809723018
13,0.40515142998089104,0.4035942512051252
14,0.40783453521401053,0.41018624058063885
15,0.4239033913796109,0.45557751119565765
16,0.42065530265413026,0.47640709656766556
17,0.44344469866152514,0.4974425160835303
18,0.4400719065542468,0.5290487299051633
19,0.44608395823875535,0.5485454650471248
20,0.44877269935654723,0.5586056973417746
21,0.48118392208651517,0.5385866967307906
22,0.48389798035280496,0.538222592035968
23,0.48663428414368126,0.550727295003801
24,0.5087496231379599,0.5729072600132372
25,0.5308958702007723,0.5954078415061489
26,0.533742178035476,0.6182602907647171
27,0.5366335268898433,0.6415000474402278
28,0.5688721496510291,0.6464201697751911
29,0.5718756117789308,0.6701951689242575
30,0.5749678644659783,0.6738663960033637
31,0.5975986067541601,0.6776704976739869
32,0.6010454124801283,0.6759936834928909
33,0.6047324451505658,0.6780082327270405
34,0.6087467116081876,0.6819745883778254
35,0.613131689815019,0.6860900076219251
36,0.6386708325196511,0.6921336553243742
37,0.6449490032291169,0.6964066920515507
38,0.6764810977640761,0.6932020971027025
39,0.6773895830074159,0.6977143227629022
40,0.6918179479278735,0.7024070374495096
41,0.6964034645667346,0.7072912915110808
42,0.7024471122691838,0.712379056158551
43,0.7256701207957181,0.7176833214293175
44,0.7230610997944976,0.7232182069292477
45,0.7289990873402858,0.7289990873402857
2,0.3958383820498147,0.7008424223503156
3,0.4083355324423938,0.5710705368479275
4,0.4894345431495262,0.5612355754261723
5,0.49390485171067744,0.45447105698494905
6,0.49437178337314974,0.4542950961743021
7,0.4996628258355101,0.5169337345938171
8,0.504680719000111,0.5048012323625627
9,0.5104029882614454,0.4981437021345769
10,0.39391549620101274,0.514873610056946
11,0.35593829934237226,0.4397616290614397
12,0.3965649809723018,0.3966368345309925
13,0.4035942512051252,0.40515142998089104
14,0.41018624058063885,0.40783453521401053
15,0.45557751119565765,0.4239033913796109
16,0.47640709656766556,0.42065530265413026
17,0.4974425160835303,0.44344469866152514
18,0.5290487299051633,0.4400719065542468
19,0.5485454650471248,0.44608395823875535
20,0.5586056973417746,0.44877269935654723
21,0.5385866967307906,0.48118392208651517
22,0.538222592035968,0.48389798035280496
23,0.550727295003801,0.48663428414368126
24,0.5729072600132372,0.5087496231379599
25,0.5954078415061489,0.5308958702007723
26,0.6182602907647171,0.533742178035476
27,0.6415000474402278,0.5366335268898433
28,0.6464201697751911,0.5688721496510291
29,0.6701951689242575,0.5718756117789308
30,0.6738663960033637,0.5749678644659783
31,0.6776704976739869,0.5975986067541601
32,0.6759936834928909,0.6010454124801283
33,0.6780082327270405,0.6047324451505658
34,0.6819745883778254,0.6087467116081876
35,0.6860900076219251,0.613131689815019
36,0.6921336553243742,0.6386708325196511
37,0.6964066920515507,0.6449490032291169
38,0.6932020971027025,0.6764810977640761
39,0.6977143227629022,0.6773895830074159
40,0.7024070374495096,0.6918179479278735
41,0.7072912915110808,0.6964034645667346
42,0.712379056158551,0.7024471122691838
43,0.7176833214293175,0.7256701207957181
44,0.7232182069292477,0.7230610997944976
45,0.7289990873402857,0.7289990873402858

1 k_means hierarchical
2 2 0.7008424223503156 0.3958383820498147 0.3958383820498147 0.7008424223503156
3 3 0.5710705368479275 0.4083355324423938 0.4083355324423938 0.5710705368479275
4 4 0.5612355754261723 0.4894345431495262 0.4894345431495262 0.5612355754261723
5 5 0.45447105698494905 0.49390485171067744 0.49390485171067744 0.45447105698494905
6 6 0.4542950961743021 0.49437178337314974 0.49437178337314974 0.4542950961743021
7 7 0.5169337345938171 0.4996628258355101 0.4996628258355101 0.5169337345938171
8 8 0.5048012323625627 0.504680719000111 0.504680719000111 0.5048012323625627
9 9 0.4981437021345769 0.5104029882614454 0.5104029882614454 0.4981437021345769
10 10 0.514873610056946 0.39391549620101274 0.39391549620101274 0.514873610056946
11 11 0.4397616290614397 0.35593829934237226 0.35593829934237226 0.4397616290614397
12 12 0.3966368345309925 0.3965649809723018 0.3965649809723018 0.3966368345309925
13 13 0.40515142998089104 0.4035942512051252 0.4035942512051252 0.40515142998089104
14 14 0.40783453521401053 0.41018624058063885 0.41018624058063885 0.40783453521401053
15 15 0.4239033913796109 0.45557751119565765 0.45557751119565765 0.4239033913796109
16 16 0.42065530265413026 0.47640709656766556 0.47640709656766556 0.42065530265413026
17 17 0.44344469866152514 0.4974425160835303 0.4974425160835303 0.44344469866152514
18 18 0.4400719065542468 0.5290487299051633 0.5290487299051633 0.4400719065542468
19 19 0.44608395823875535 0.5485454650471248 0.5485454650471248 0.44608395823875535
20 20 0.44877269935654723 0.5586056973417746 0.5586056973417746 0.44877269935654723
21 21 0.48118392208651517 0.5385866967307906 0.5385866967307906 0.48118392208651517
22 22 0.48389798035280496 0.538222592035968 0.538222592035968 0.48389798035280496
23 23 0.48663428414368126 0.550727295003801 0.550727295003801 0.48663428414368126
24 24 0.5087496231379599 0.5729072600132372 0.5729072600132372 0.5087496231379599
25 25 0.5308958702007723 0.5954078415061489 0.5954078415061489 0.5308958702007723
26 26 0.533742178035476 0.6182602907647171 0.6182602907647171 0.533742178035476
27 27 0.5366335268898433 0.6415000474402278 0.6415000474402278 0.5366335268898433
28 28 0.5688721496510291 0.6464201697751911 0.6464201697751911 0.5688721496510291
29 29 0.5718756117789308 0.6701951689242575 0.6701951689242575 0.5718756117789308
30 30 0.5749678644659783 0.6738663960033637 0.6738663960033637 0.5749678644659783
31 31 0.5975986067541601 0.6776704976739869 0.6776704976739869 0.5975986067541601
32 32 0.6010454124801283 0.6759936834928909 0.6759936834928909 0.6010454124801283
33 33 0.6047324451505658 0.6780082327270405 0.6780082327270405 0.6047324451505658
34 34 0.6087467116081876 0.6819745883778254 0.6819745883778254 0.6087467116081876
35 35 0.613131689815019 0.6860900076219251 0.6860900076219251 0.613131689815019
36 36 0.6386708325196511 0.6921336553243742 0.6921336553243742 0.6386708325196511
37 37 0.6449490032291169 0.6964066920515507 0.6964066920515507 0.6449490032291169
38 38 0.6764810977640761 0.6932020971027025 0.6932020971027025 0.6764810977640761
39 39 0.6773895830074159 0.6977143227629022 0.6977143227629022 0.6773895830074159
40 40 0.6918179479278735 0.7024070374495096 0.7024070374495096 0.6918179479278735
41 41 0.6964034645667346 0.7072912915110808 0.7072912915110808 0.6964034645667346
42 42 0.7024471122691838 0.712379056158551 0.712379056158551 0.7024471122691838
43 43 0.7256701207957181 0.7176833214293175 0.7176833214293175 0.7256701207957181
44 44 0.7230610997944976 0.7232182069292477 0.7232182069292477 0.7230610997944976
45 45 0.7289990873402858 0.7289990873402857 0.7289990873402857 0.7289990873402858

89
clustering/org.apache.xerces.dom.CoreDocumentImpl_stats.csv Normal file
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@ -0,0 +1,89 @@
,algorithm,k,min,mean,max
0,hierarchical,2,1,58.5,116
1,k_means,2,1,58.5,116
2,hierarchical,3,1,39.0,113
3,k_means,3,1,39.0,115
4,hierarchical,4,1,29.25,113
5,k_means,4,1,29.25,98
6,hierarchical,5,1,23.4,111
7,k_means,5,1,23.4,98
8,hierarchical,6,1,19.5,111
9,k_means,6,1,19.5,98
10,hierarchical,7,1,16.714285714285715,97
11,k_means,7,1,16.714285714285715,98
12,hierarchical,8,1,14.625,97
13,k_means,8,1,14.625,98
14,hierarchical,9,1,13.0,96
15,k_means,9,1,13.0,97
16,hierarchical,10,1,11.7,96
17,k_means,10,1,11.7,92
18,hierarchical,11,1,10.636363636363637,93
19,k_means,11,1,10.636363636363637,89
20,hierarchical,12,1,9.75,86
21,k_means,12,1,9.75,84
22,hierarchical,13,1,9.0,84
23,k_means,13,1,9.0,83
24,hierarchical,14,1,8.357142857142858,84
25,k_means,14,1,8.357142857142858,83
26,hierarchical,15,1,7.8,84
27,k_means,15,1,7.8,77
28,hierarchical,16,1,7.3125,84
29,k_means,16,1,7.3125,75
30,hierarchical,17,1,6.882352941176471,79
31,k_means,17,1,6.882352941176471,73
32,hierarchical,18,1,6.5,79
33,k_means,18,1,6.5,70
34,hierarchical,19,1,6.157894736842105,46
35,k_means,19,1,6.157894736842105,70
36,hierarchical,20,1,5.85,46
37,k_means,20,1,5.85,70
38,hierarchical,21,1,5.571428571428571,46
39,k_means,21,1,5.571428571428571,70
40,hierarchical,22,1,5.318181818181818,46
41,k_means,22,1,5.318181818181818,70
42,hierarchical,23,1,5.086956521739131,46
43,k_means,23,1,5.086956521739131,68
44,hierarchical,24,1,4.875,46
45,k_means,24,1,4.875,66
46,hierarchical,25,1,4.68,46
47,k_means,25,1,4.68,64
48,hierarchical,26,1,4.5,46
49,k_means,26,1,4.5,62
50,hierarchical,27,1,4.333333333333333,46
51,k_means,27,1,4.333333333333333,60
52,hierarchical,28,1,4.178571428571429,46
53,k_means,28,1,4.178571428571429,60
54,hierarchical,29,1,4.0344827586206895,46
55,k_means,29,1,4.0344827586206895,58
56,hierarchical,30,1,3.9,46
57,k_means,30,1,3.9,57
58,hierarchical,31,1,3.774193548387097,46
59,k_means,31,1,3.774193548387097,56
60,hierarchical,32,1,3.65625,46
61,k_means,32,1,3.65625,56
62,hierarchical,33,1,3.5454545454545454,46
63,k_means,33,1,3.5454545454545454,56
64,hierarchical,34,1,3.4411764705882355,46
65,k_means,34,1,3.4411764705882355,55
66,hierarchical,35,1,3.342857142857143,46
67,k_means,35,1,3.342857142857143,54
68,hierarchical,36,1,3.25,46
69,k_means,36,1,3.25,54
70,hierarchical,37,1,3.1621621621621623,46
71,k_means,37,1,3.1621621621621623,53
72,hierarchical,38,1,3.0789473684210527,46
73,k_means,38,1,3.0789473684210527,53
74,hierarchical,39,1,3.0,46
75,k_means,39,1,3.0,52
76,hierarchical,40,1,2.925,46
77,k_means,40,1,2.925,51
78,hierarchical,41,1,2.8536585365853657,46
79,k_means,41,1,2.8536585365853657,50
80,hierarchical,42,1,2.7857142857142856,46
81,k_means,42,1,2.7857142857142856,49
82,hierarchical,43,1,2.7209302325581395,46
83,k_means,43,1,2.7209302325581395,48
84,hierarchical,44,1,2.659090909090909,46
85,k_means,44,1,2.659090909090909,47
86,hierarchical,45,1,2.6,46
87,k_means,45,1,2.6,46
1 algorithm k min mean max
2 0 hierarchical 2 1 58.5 116
3 1 k_means 2 1 58.5 116
4 2 hierarchical 3 1 39.0 113
5 3 k_means 3 1 39.0 115
6 4 hierarchical 4 1 29.25 113
7 5 k_means 4 1 29.25 98
8 6 hierarchical 5 1 23.4 111
9 7 k_means 5 1 23.4 98
10 8 hierarchical 6 1 19.5 111
11 9 k_means 6 1 19.5 98
12 10 hierarchical 7 1 16.714285714285715 97
13 11 k_means 7 1 16.714285714285715 98
14 12 hierarchical 8 1 14.625 97
15 13 k_means 8 1 14.625 98
16 14 hierarchical 9 1 13.0 96
17 15 k_means 9 1 13.0 97
18 16 hierarchical 10 1 11.7 96
19 17 k_means 10 1 11.7 92
20 18 hierarchical 11 1 10.636363636363637 93
21 19 k_means 11 1 10.636363636363637 89
22 20 hierarchical 12 1 9.75 86
23 21 k_means 12 1 9.75 84
24 22 hierarchical 13 1 9.0 84
25 23 k_means 13 1 9.0 83
26 24 hierarchical 14 1 8.357142857142858 84
27 25 k_means 14 1 8.357142857142858 83
28 26 hierarchical 15 1 7.8 84
29 27 k_means 15 1 7.8 77
30 28 hierarchical 16 1 7.3125 84
31 29 k_means 16 1 7.3125 75
32 30 hierarchical 17 1 6.882352941176471 79
33 31 k_means 17 1 6.882352941176471 73
34 32 hierarchical 18 1 6.5 79
35 33 k_means 18 1 6.5 70
36 34 hierarchical 19 1 6.157894736842105 46
37 35 k_means 19 1 6.157894736842105 70
38 36 hierarchical 20 1 5.85 46
39 37 k_means 20 1 5.85 70
40 38 hierarchical 21 1 5.571428571428571 46
41 39 k_means 21 1 5.571428571428571 70
42 40 hierarchical 22 1 5.318181818181818 46
43 41 k_means 22 1 5.318181818181818 70
44 42 hierarchical 23 1 5.086956521739131 46
45 43 k_means 23 1 5.086956521739131 68
46 44 hierarchical 24 1 4.875 46
47 45 k_means 24 1 4.875 66
48 46 hierarchical 25 1 4.68 46
49 47 k_means 25 1 4.68 64
50 48 hierarchical 26 1 4.5 46
51 49 k_means 26 1 4.5 62
52 50 hierarchical 27 1 4.333333333333333 46
53 51 k_means 27 1 4.333333333333333 60
54 52 hierarchical 28 1 4.178571428571429 46
55 53 k_means 28 1 4.178571428571429 60
56 54 hierarchical 29 1 4.0344827586206895 46
57 55 k_means 29 1 4.0344827586206895 58
58 56 hierarchical 30 1 3.9 46
59 57 k_means 30 1 3.9 57
60 58 hierarchical 31 1 3.774193548387097 46
61 59 k_means 31 1 3.774193548387097 56
62 60 hierarchical 32 1 3.65625 46
63 61 k_means 32 1 3.65625 56
64 62 hierarchical 33 1 3.5454545454545454 46
65 63 k_means 33 1 3.5454545454545454 56
66 64 hierarchical 34 1 3.4411764705882355 46
67 65 k_means 34 1 3.4411764705882355 55
68 66 hierarchical 35 1 3.342857142857143 46
69 67 k_means 35 1 3.342857142857143 54
70 68 hierarchical 36 1 3.25 46
71 69 k_means 36 1 3.25 54
72 70 hierarchical 37 1 3.1621621621621623 46
73 71 k_means 37 1 3.1621621621621623 53
74 72 hierarchical 38 1 3.0789473684210527 46
75 73 k_means 38 1 3.0789473684210527 53
76 74 hierarchical 39 1 3.0 46
77 75 k_means 39 1 3.0 52
78 76 hierarchical 40 1 2.925 46
79 77 k_means 40 1 2.925 51
80 78 hierarchical 41 1 2.8536585365853657 46
81 79 k_means 41 1 2.8536585365853657 50
82 80 hierarchical 42 1 2.7857142857142856 46
83 81 k_means 42 1 2.7857142857142856 49
84 82 hierarchical 43 1 2.7209302325581395 46
85 83 k_means 43 1 2.7209302325581395 48
86 84 hierarchical 44 1 2.659090909090909 46
87 85 k_means 44 1 2.659090909090909 47
88 86 hierarchical 45 1 2.6 46
89 87 k_means 45 1 2.6 46

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178
clustering/org.apache.xerces.impl.dtd.DTDGrammar_hierarchical.csv
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@ -1,92 +1,92 @@
,cluster
getGrammarDescription,5
getGrammarDescription,0
getElementDeclIsExternal,0
getAttributeDeclIsExternal,0
getAttributeDeclIndex,42
startDTD,2
startParameterEntity,6
startExternalSubset,41
endParameterEntity,6
endExternalSubset,41
elementDecl,31
attributeDecl,39
internalEntityDecl,40
externalEntityDecl,40
unparsedEntityDecl,40
notationDecl,38
endDTD,8
setDTDSource,23
getDTDSource,23
textDecl,5
comment,5
processingInstruction,5
startAttlist,5
endAttlist,5
startConditional,5
ignoredCharacters,5
endConditional,5
setDTDContentModelSource,11
getDTDContentModelSource,11
startContentModel,33
startGroup,53
pcdata,51
element,34
separator,44
occurrence,32
endGroup,35
any,5
empty,5
endContentModel,5
isNamespaceAware,5
getSymbolTable,52
getFirstElementDeclIndex,7
getNextElementDeclIndex,7
getElementDeclIndex,55
getContentSpecType,37
getElementDecl,54
getElementDeclName,8
getFirstAttributeDeclIndex,20
getNextAttributeDeclIndex,57
getAttributeDecl,28
isCDATAAttribute,47
getEntityDeclIndex,5
getEntityDecl,1
getNotationDeclIndex,5
getNotationDecl,10
getContentSpec,9
getContentSpecIndex,19
getContentSpecAsString,43
printElements,50
printAttributes,49
addContentSpecToElement,29
getElementContentModelValidator,25
createElementDecl,36
setElementDecl,17
putElementNameMapping,5
setFirstAttributeDeclIndex,20
setContentSpecIndex,19
createAttributeDecl,18
setAttributeDecl,48
createContentSpec,21
setContentSpec,9
createEntityDecl,16
setEntityDecl,1
createNotationDecl,56
setNotationDecl,10
addContentSpecNode,4
addUniqueLeafNode,4
initializeContentModelStack,2
isImmutable,24
appendContentSpec,45
printAttribute,26
createChildModel,3
buildSyntaxTree,3
contentSpecTree,46
ensureElementDeclCapacity,27
ensureAttributeDeclCapacity,30
ensureEntityDeclCapacity,14
ensureNotationDeclCapacity,13
ensureContentSpecCapacity,12
resize,5
isEntityDeclared,22
isEntityUnparsed,15
getAttributeDeclIndex,0
startDTD,0
startParameterEntity,0
startExternalSubset,0
endParameterEntity,0
endExternalSubset,0
elementDecl,1
attributeDecl,1
internalEntityDecl,0
externalEntityDecl,0
unparsedEntityDecl,0
notationDecl,0
endDTD,0
setDTDSource,0
getDTDSource,0
textDecl,0
comment,0
processingInstruction,0
startAttlist,0
endAttlist,0
startConditional,0
ignoredCharacters,0
endConditional,0
setDTDContentModelSource,0
getDTDContentModelSource,0
startContentModel,0
startGroup,0
pcdata,0
element,0
separator,0
occurrence,0
endGroup,0
any,0
empty,0
endContentModel,0
isNamespaceAware,0
getSymbolTable,0
getFirstElementDeclIndex,0
getNextElementDeclIndex,0
getElementDeclIndex,0
getContentSpecType,0
getElementDecl,0
getElementDeclName,0
getFirstAttributeDeclIndex,0
getNextAttributeDeclIndex,0
getAttributeDecl,0
isCDATAAttribute,0
getEntityDeclIndex,0
getEntityDecl,0
getNotationDeclIndex,0
getNotationDecl,0
getContentSpec,0
getContentSpecIndex,0
getContentSpecAsString,0
printElements,0
printAttributes,0
addContentSpecToElement,0
getElementContentModelValidator,0
createElementDecl,0
setElementDecl,0
putElementNameMapping,0
setFirstAttributeDeclIndex,0
setContentSpecIndex,0
createAttributeDecl,0
setAttributeDecl,0
createContentSpec,0
setContentSpec,0
createEntityDecl,0
setEntityDecl,0
createNotationDecl,0
setNotationDecl,0
addContentSpecNode,0
addUniqueLeafNode,0
initializeContentModelStack,0
isImmutable,0
appendContentSpec,0
printAttribute,0
createChildModel,0
buildSyntaxTree,0
contentSpecTree,0
ensureElementDeclCapacity,0
ensureAttributeDeclCapacity,0
ensureEntityDeclCapacity,0
ensureNotationDeclCapacity,0
ensureContentSpecCapacity,0
resize,0
isEntityDeclared,0
isEntityUnparsed,0

1 cluster
2 getGrammarDescription 5 0
3 getElementDeclIsExternal 0
4 getAttributeDeclIsExternal 0
5 getAttributeDeclIndex 42 0
6 startDTD 2 0
7 startParameterEntity 6 0
8 startExternalSubset 41 0
9 endParameterEntity 6 0
10 endExternalSubset 41 0
11 elementDecl 31 1
12 attributeDecl 39 1
13 internalEntityDecl 40 0
14 externalEntityDecl 40 0
15 unparsedEntityDecl 40 0
16 notationDecl 38 0
17 endDTD 8 0
18 setDTDSource 23 0
19 getDTDSource 23 0
20 textDecl 5 0
21 comment 5 0
22 processingInstruction 5 0
23 startAttlist 5 0
24 endAttlist 5 0
25 startConditional 5 0
26 ignoredCharacters 5 0
27 endConditional 5 0
28 setDTDContentModelSource 11 0
29 getDTDContentModelSource 11 0
30 startContentModel 33 0
31 startGroup 53 0
32 pcdata 51 0
33 element 34 0
34 separator 44 0
35 occurrence 32 0
36 endGroup 35 0
37 any 5 0
38 empty 5 0
39 endContentModel 5 0
40 isNamespaceAware 5 0
41 getSymbolTable 52 0
42 getFirstElementDeclIndex 7 0
43 getNextElementDeclIndex 7 0
44 getElementDeclIndex 55 0
45 getContentSpecType 37 0
46 getElementDecl 54 0
47 getElementDeclName 8 0
48 getFirstAttributeDeclIndex 20 0
49 getNextAttributeDeclIndex 57 0
50 getAttributeDecl 28 0
51 isCDATAAttribute 47 0
52 getEntityDeclIndex 5 0
53 getEntityDecl 1 0
54 getNotationDeclIndex 5 0
55 getNotationDecl 10 0
56 getContentSpec 9 0
57 getContentSpecIndex 19 0
58 getContentSpecAsString 43 0
59 printElements 50 0
60 printAttributes 49 0
61 addContentSpecToElement 29 0
62 getElementContentModelValidator 25 0
63 createElementDecl 36 0
64 setElementDecl 17 0
65 putElementNameMapping 5 0
66 setFirstAttributeDeclIndex 20 0
67 setContentSpecIndex 19 0
68 createAttributeDecl 18 0
69 setAttributeDecl 48 0
70 createContentSpec 21 0
71 setContentSpec 9 0
72 createEntityDecl 16 0
73 setEntityDecl 1 0
74 createNotationDecl 56 0
75 setNotationDecl 10 0
76 addContentSpecNode 4 0
77 addUniqueLeafNode 4 0
78 initializeContentModelStack 2 0
79 isImmutable 24 0
80 appendContentSpec 45 0
81 printAttribute 26 0
82 createChildModel 3 0
83 buildSyntaxTree 3 0
84 contentSpecTree 46 0
85 ensureElementDeclCapacity 27 0
86 ensureAttributeDeclCapacity 30 0
87 ensureEntityDeclCapacity 14 0
88 ensureNotationDeclCapacity 13 0
89 ensureContentSpecCapacity 12 0
90 resize 5 0
91 isEntityDeclared 22 0
92 isEntityUnparsed 15 0

178
clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv
View file

@ -1,92 +1,92 @@
,cluster
getGrammarDescription,1
getElementDeclIsExternal,0
getAttributeDeclIsExternal,0
getAttributeDeclIndex,1
startDTD,1
startParameterEntity,1
startExternalSubset,1
endParameterEntity,1
endExternalSubset,1
elementDecl,0
attributeDecl,0
internalEntityDecl,1
externalEntityDecl,1
unparsedEntityDecl,1
notationDecl,1
endDTD,0
setDTDSource,1
getDTDSource,1
textDecl,1
comment,1
processingInstruction,1
startAttlist,1
endAttlist,1
startConditional,1
ignoredCharacters,1
endConditional,1
setDTDContentModelSource,1
getDTDContentModelSource,1
startContentModel,1
startGroup,1
pcdata,1
element,1
separator,1
occurrence,1
endGroup,1
any,1
empty,1
endContentModel,1
isNamespaceAware,1
getSymbolTable,1
getFirstElementDeclIndex,1
getNextElementDeclIndex,1
getElementDeclIndex,1
getContentSpecType,0
getGrammarDescription,6
getElementDeclIsExternal,50
getAttributeDeclIsExternal,43
getAttributeDeclIndex,36
startDTD,13
startParameterEntity,23
startExternalSubset,54
endParameterEntity,23
endExternalSubset,54
elementDecl,5
attributeDecl,4
internalEntityDecl,17
externalEntityDecl,17
unparsedEntityDecl,17
notationDecl,40
endDTD,29
setDTDSource,53
getDTDSource,53
textDecl,6
comment,6
processingInstruction,6
startAttlist,6
endAttlist,6
startConditional,6
ignoredCharacters,6
endConditional,6
setDTDContentModelSource,51
getDTDContentModelSource,51
startContentModel,28
startGroup,39
pcdata,52
element,2
separator,49
occurrence,24
endGroup,27
any,6
empty,6
endContentModel,6
isNamespaceAware,6
getSymbolTable,56
getFirstElementDeclIndex,47
getNextElementDeclIndex,47
getElementDeclIndex,57
getContentSpecType,38
getElementDecl,0
getElementDeclName,0
getFirstAttributeDeclIndex,0
getNextAttributeDeclIndex,0
getAttributeDecl,0
isCDATAAttribute,1
getEntityDeclIndex,1
getEntityDecl,0
getNotationDeclIndex,1
getNotationDecl,0
getContentSpec,0
getContentSpecIndex,0
getContentSpecAsString,0
printElements,1
printAttributes,1
addContentSpecToElement,1
getElementContentModelValidator,0
createElementDecl,0
setElementDecl,0
putElementNameMapping,1
setFirstAttributeDeclIndex,0
setContentSpecIndex,0
createAttributeDecl,0
setAttributeDecl,0
createContentSpec,0
setContentSpec,0
createEntityDecl,0
setEntityDecl,0
createNotationDecl,1
setNotationDecl,0
addContentSpecNode,1
addUniqueLeafNode,1
initializeContentModelStack,1
isImmutable,1
appendContentSpec,1
getElementDeclName,29
getFirstAttributeDeclIndex,3
getNextAttributeDeclIndex,46
getAttributeDecl,25
isCDATAAttribute,44
getEntityDeclIndex,6
getEntityDecl,8
getNotationDeclIndex,6
getNotationDecl,10
getContentSpec,41
getContentSpecIndex,12
getContentSpecAsString,37
printElements,55
printAttributes,35
addContentSpecToElement,20
getElementContentModelValidator,21
createElementDecl,33
setElementDecl,16
putElementNameMapping,6
setFirstAttributeDeclIndex,3
setContentSpecIndex,12
createAttributeDecl,19
setAttributeDecl,7
createContentSpec,41
setContentSpec,9
createEntityDecl,31
setEntityDecl,8
createNotationDecl,32
setNotationDecl,10
addContentSpecNode,18
addUniqueLeafNode,18
initializeContentModelStack,13
isImmutable,6
appendContentSpec,42
printAttribute,1
createChildModel,1
buildSyntaxTree,1
contentSpecTree,1
ensureElementDeclCapacity,1
ensureAttributeDeclCapacity,1
ensureEntityDeclCapacity,1
ensureNotationDeclCapacity,1
ensureContentSpecCapacity,1
resize,1
isEntityDeclared,1
isEntityUnparsed,0
createChildModel,11
buildSyntaxTree,11
contentSpecTree,30
ensureElementDeclCapacity,15
ensureAttributeDeclCapacity,14
ensureEntityDeclCapacity,22
ensureNotationDeclCapacity,26
ensureContentSpecCapacity,34
resize,6
isEntityDeclared,48
isEntityUnparsed,45

1 cluster
2 getGrammarDescription 1 6
3 getElementDeclIsExternal 0 50
4 getAttributeDeclIsExternal 0 43
5 getAttributeDeclIndex 1 36
6 startDTD 1 13
7 startParameterEntity 1 23
8 startExternalSubset 1 54
9 endParameterEntity 1 23
10 endExternalSubset 1 54
11 elementDecl 0 5
12 attributeDecl 0 4
13 internalEntityDecl 1 17
14 externalEntityDecl 1 17
15 unparsedEntityDecl 1 17
16 notationDecl 1 40
17 endDTD 0 29
18 setDTDSource 1 53
19 getDTDSource 1 53
20 textDecl 1 6
21 comment 1 6
22 processingInstruction 1 6
23 startAttlist 1 6
24 endAttlist 1 6
25 startConditional 1 6
26 ignoredCharacters 1 6
27 endConditional 1 6
28 setDTDContentModelSource 1 51
29 getDTDContentModelSource 1 51
30 startContentModel 1 28
31 startGroup 1 39
32 pcdata 1 52
33 element 1 2
34 separator 1 49
35 occurrence 1 24
36 endGroup 1 27
37 any 1 6
38 empty 1 6
39 endContentModel 1 6
40 isNamespaceAware 1 6
41 getSymbolTable 1 56
42 getFirstElementDeclIndex 1 47
43 getNextElementDeclIndex 1 47
44 getElementDeclIndex 1 57
45 getContentSpecType 0 38
46 getElementDecl 0
47 getElementDeclName 0 29
48 getFirstAttributeDeclIndex 0 3
49 getNextAttributeDeclIndex 0 46
50 getAttributeDecl 0 25
51 isCDATAAttribute 1 44
52 getEntityDeclIndex 1 6
53 getEntityDecl 0 8
54 getNotationDeclIndex 1 6
55 getNotationDecl 0 10
56 getContentSpec 0 41
57 getContentSpecIndex 0 12
58 getContentSpecAsString 0 37
59 printElements 1 55
60 printAttributes 1 35
61 addContentSpecToElement 1 20
62 getElementContentModelValidator 0 21
63 createElementDecl 0 33
64 setElementDecl 0 16
65 putElementNameMapping 1 6
66 setFirstAttributeDeclIndex 0 3
67 setContentSpecIndex 0 12
68 createAttributeDecl 0 19
69 setAttributeDecl 0 7
70 createContentSpec 0 41
71 setContentSpec 0 9
72 createEntityDecl 0 31
73 setEntityDecl 0 8
74 createNotationDecl 1 32
75 setNotationDecl 0 10
76 addContentSpecNode 1 18
77 addUniqueLeafNode 1 18
78 initializeContentModelStack 1 13
79 isImmutable 1 6
80 appendContentSpec 1 42
81 printAttribute 1
82 createChildModel 1 11
83 buildSyntaxTree 1 11
84 contentSpecTree 1 30
85 ensureElementDeclCapacity 1 15
86 ensureAttributeDeclCapacity 1 14
87 ensureEntityDeclCapacity 1 22
88 ensureNotationDeclCapacity 1 26
89 ensureContentSpecCapacity 1 34
90 resize 1 6
91 isEntityDeclared 1 48
92 isEntityUnparsed 0 45

126
clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv
View file

@ -1,64 +1,64 @@
,k_means,hierarchical
2,0.43549549160206547,0.22916634455195753
3,0.3737398924595095,0.2246280732293034
4,0.3557451009153901,0.22489420158108267
5,0.23295505680144496,0.23659327576115802
6,0.262133112331066,0.1944787865029721
7,0.2578980101543562,0.14449036253228517
8,0.2549368125378225,0.14148366678653188
9,0.2774793093993747,0.13842552961645824
10,0.29633149188806335,0.17251507022640497
11,0.28457149559807815,0.20347568890084347
12,0.2774764884391462,0.23906895503283213
13,0.2807117319594596,0.2433263434151139
14,0.2756438988231549,0.2378679295617759
15,0.2725133030686268,0.23691994972126937
16,0.26609972785171476,0.23116431400607626
17,0.2622978716191777,0.250626112587838
18,0.2599277555662332,0.25367962227891766
19,0.2627008352505403,0.27152241207311917
20,0.27904812684322156,0.2937526253744639
21,0.2862853638532431,0.29866907908096096
22,0.28363618305324206,0.2982900685039696
23,0.27298124922178313,0.29267556171442216
24,0.2755401967064185,0.30932258932020334
25,0.2699256899168711,0.30931433471981734
26,0.27327610109462835,0.309284891816073
27,0.2741779110906256,0.30820922828647973
28,0.2772726745209296,0.306394576589556
29,0.2763152122041744,0.31629054291989955
30,0.27822954116587556,0.31889378927031037
31,0.2765547788352012,0.31793632695355517
32,0.2873045247363621,0.3198803243841521
33,0.28417974562649284,0.3322984924566154
34,0.2685472504040367,0.33205224383012144
35,0.2640970877653046,0.32946433944653786
36,0.26594127941463497,0.34064178452545657
37,0.2671662834055061,0.34279546744648637
38,0.26972862144514015,0.3520414342812306
39,0.2745566131731437,0.35684038034252413
40,0.3085760240111521,0.34927826706954956
41,0.32756637032777863,0.3490443084779255
42,0.3310796986888577,0.34372287471805796
43,0.32889480000768656,0.32421890240508233
44,0.31610864049926274,0.27315698867962007
45,0.3140921194105564,0.27051011105427114
46,0.3088953240503273,0.29627121773250714
47,0.2693097731576138,0.32261382027270064
48,0.2809797636777669,0.3299248655060567
49,0.29384518410058824,0.3171387059976329
50,0.29793575895571417,0.3442080317722919
51,0.3025569827442159,0.3408776851426114
52,0.32032808958922193,0.3408776851426114
53,0.33852852210954587,0.33765907834246356
54,0.339541278009214,0.36565310355269914
55,0.35774171052953796,0.3818328805784584
56,0.37594214304986195,0.3866470678901348
57,0.4080257854586148,0.3919955336887361
58,0.4046954388289342,0.3979724365432809
59,0.4046954388289342,0.38857621891133143
60,0.3931263574608019,0.3953492191827632
61,0.38155727609266954,0.38748610984623766
62,0.37132316722174985,0.39516141319506437
63,0.36810456042160206,0.3850224051641811
64,0.3565354790534698,0.3785851915638855
2,0.22916634455195753,0.43549549160206547
3,0.2246280732293034,0.3737398924595095
4,0.22489420158108267,0.3557451009153901
5,0.23659327576115802,0.23295505680144496
6,0.1944787865029721,0.262133112331066
7,0.14449036253228517,0.2578980101543562
8,0.14148366678653188,0.2549368125378225
9,0.13842552961645824,0.2774793093993747
10,0.17251507022640497,0.29633149188806335
11,0.20347568890084347,0.28457149559807815
12,0.23906895503283213,0.2774764884391462
13,0.2433263434151139,0.2807117319594596
14,0.2378679295617759,0.2756438988231549
15,0.23691994972126937,0.2725133030686268
16,0.23116431400607626,0.26609972785171476
17,0.250626112587838,0.2622978716191777
18,0.25367962227891766,0.2599277555662332
19,0.27152241207311917,0.2627008352505403
20,0.2937526253744639,0.27904812684322156
21,0.29866907908096096,0.2862853638532431
22,0.2982900685039696,0.28363618305324206
23,0.29267556171442216,0.27298124922178313
24,0.30932258932020334,0.2755401967064185
25,0.30931433471981734,0.2699256899168711
26,0.309284891816073,0.27327610109462835
27,0.30820922828647973,0.2741779110906256
28,0.306394576589556,0.2772726745209296
29,0.31629054291989955,0.2763152122041744
30,0.31889378927031037,0.27822954116587556
31,0.31793632695355517,0.2765547788352012
32,0.3198803243841521,0.2873045247363621
33,0.3322984924566154,0.28417974562649284
34,0.33205224383012144,0.2685472504040367
35,0.32946433944653786,0.2640970877653046
36,0.34064178452545657,0.26594127941463497
37,0.34279546744648637,0.2671662834055061
38,0.3520414342812306,0.26972862144514015
39,0.35684038034252413,0.2745566131731437
40,0.34927826706954956,0.3085760240111521
41,0.3490443084779255,0.32756637032777863
42,0.34372287471805796,0.3310796986888577
43,0.32421890240508233,0.32889480000768656
44,0.27315698867962007,0.31610864049926274
45,0.27051011105427114,0.3140921194105564
46,0.29627121773250714,0.3088953240503273
47,0.32261382027270064,0.2693097731576138
48,0.3299248655060567,0.2809797636777669
49,0.3171387059976329,0.29384518410058824
50,0.3442080317722919,0.29793575895571417
51,0.3408776851426114,0.3025569827442159
52,0.3408776851426114,0.32032808958922193
53,0.33765907834246356,0.33852852210954587
54,0.36565310355269914,0.339541278009214
55,0.3818328805784584,0.35774171052953796
56,0.3866470678901348,0.37594214304986195
57,0.3919955336887361,0.4080257854586148
58,0.3979724365432809,0.4046954388289342
59,0.38857621891133143,0.4046954388289342
60,0.3953492191827632,0.3931263574608019
61,0.38748610984623766,0.38155727609266954
62,0.39516141319506437,0.37132316722174985
63,0.3850224051641811,0.36810456042160206
64,0.3785851915638855,0.3565354790534698

1 k_means hierarchical
2 2 0.43549549160206547 0.22916634455195753 0.22916634455195753 0.43549549160206547
3 3 0.3737398924595095 0.2246280732293034 0.2246280732293034 0.3737398924595095
4 4 0.3557451009153901 0.22489420158108267 0.22489420158108267 0.3557451009153901
5 5 0.23295505680144496 0.23659327576115802 0.23659327576115802 0.23295505680144496
6 6 0.262133112331066 0.1944787865029721 0.1944787865029721 0.262133112331066
7 7 0.2578980101543562 0.14449036253228517 0.14449036253228517 0.2578980101543562
8 8 0.2549368125378225 0.14148366678653188 0.14148366678653188 0.2549368125378225
9 9 0.2774793093993747 0.13842552961645824 0.13842552961645824 0.2774793093993747
10 10 0.29633149188806335 0.17251507022640497 0.17251507022640497 0.29633149188806335
11 11 0.28457149559807815 0.20347568890084347 0.20347568890084347 0.28457149559807815
12 12 0.2774764884391462 0.23906895503283213 0.23906895503283213 0.2774764884391462
13 13 0.2807117319594596 0.2433263434151139 0.2433263434151139 0.2807117319594596
14 14 0.2756438988231549 0.2378679295617759 0.2378679295617759 0.2756438988231549
15 15 0.2725133030686268 0.23691994972126937 0.23691994972126937 0.2725133030686268
16 16 0.26609972785171476 0.23116431400607626 0.23116431400607626 0.26609972785171476
17 17 0.2622978716191777 0.250626112587838 0.250626112587838 0.2622978716191777
18 18 0.2599277555662332 0.25367962227891766 0.25367962227891766 0.2599277555662332
19 19 0.2627008352505403 0.27152241207311917 0.27152241207311917 0.2627008352505403
20 20 0.27904812684322156 0.2937526253744639 0.2937526253744639 0.27904812684322156
21 21 0.2862853638532431 0.29866907908096096 0.29866907908096096 0.2862853638532431
22 22 0.28363618305324206 0.2982900685039696 0.2982900685039696 0.28363618305324206
23 23 0.27298124922178313 0.29267556171442216 0.29267556171442216 0.27298124922178313
24 24 0.2755401967064185 0.30932258932020334 0.30932258932020334 0.2755401967064185
25 25 0.2699256899168711 0.30931433471981734 0.30931433471981734 0.2699256899168711
26 26 0.27327610109462835 0.309284891816073 0.309284891816073 0.27327610109462835
27 27 0.2741779110906256 0.30820922828647973 0.30820922828647973 0.2741779110906256
28 28 0.2772726745209296 0.306394576589556 0.306394576589556 0.2772726745209296
29 29 0.2763152122041744 0.31629054291989955 0.31629054291989955 0.2763152122041744
30 30 0.27822954116587556 0.31889378927031037 0.31889378927031037 0.27822954116587556
31 31 0.2765547788352012 0.31793632695355517 0.31793632695355517 0.2765547788352012
32 32 0.2873045247363621 0.3198803243841521 0.3198803243841521 0.2873045247363621
33 33 0.28417974562649284 0.3322984924566154 0.3322984924566154 0.28417974562649284
34 34 0.2685472504040367 0.33205224383012144 0.33205224383012144 0.2685472504040367
35 35 0.2640970877653046 0.32946433944653786 0.32946433944653786 0.2640970877653046
36 36 0.26594127941463497 0.34064178452545657 0.34064178452545657 0.26594127941463497
37 37 0.2671662834055061 0.34279546744648637 0.34279546744648637 0.2671662834055061
38 38 0.26972862144514015 0.3520414342812306 0.3520414342812306 0.26972862144514015
39 39 0.2745566131731437 0.35684038034252413 0.35684038034252413 0.2745566131731437
40 40 0.3085760240111521 0.34927826706954956 0.34927826706954956 0.3085760240111521
41 41 0.32756637032777863 0.3490443084779255 0.3490443084779255 0.32756637032777863
42 42 0.3310796986888577 0.34372287471805796 0.34372287471805796 0.3310796986888577
43 43 0.32889480000768656 0.32421890240508233 0.32421890240508233 0.32889480000768656
44 44 0.31610864049926274 0.27315698867962007 0.27315698867962007 0.31610864049926274
45 45 0.3140921194105564 0.27051011105427114 0.27051011105427114 0.3140921194105564
46 46 0.3088953240503273 0.29627121773250714 0.29627121773250714 0.3088953240503273
47 47 0.2693097731576138 0.32261382027270064 0.32261382027270064 0.2693097731576138
48 48 0.2809797636777669 0.3299248655060567 0.3299248655060567 0.2809797636777669
49 49 0.29384518410058824 0.3171387059976329 0.3171387059976329 0.29384518410058824
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51 51 0.3025569827442159 0.3408776851426114 0.3408776851426114 0.3025569827442159
52 52 0.32032808958922193 0.3408776851426114 0.3408776851426114 0.32032808958922193
53 53 0.33852852210954587 0.33765907834246356 0.33765907834246356 0.33852852210954587
54 54 0.339541278009214 0.36565310355269914 0.36565310355269914 0.339541278009214
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56 56 0.37594214304986195 0.3866470678901348 0.3866470678901348 0.37594214304986195
57 57 0.4080257854586148 0.3919955336887361 0.3919955336887361 0.4080257854586148
58 58 0.4046954388289342 0.3979724365432809 0.3979724365432809 0.4046954388289342
59 59 0.4046954388289342 0.38857621891133143 0.38857621891133143 0.4046954388289342
60 60 0.3931263574608019 0.3953492191827632 0.3953492191827632 0.3931263574608019
61 61 0.38155727609266954 0.38748610984623766 0.38748610984623766 0.38155727609266954
62 62 0.37132316722174985 0.39516141319506437 0.39516141319506437 0.37132316722174985
63 63 0.36810456042160206 0.3850224051641811 0.3850224051641811 0.36810456042160206
64 64 0.3565354790534698 0.3785851915638855 0.3785851915638855 0.3565354790534698

127
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@ -0,0 +1,127 @@
,algorithm,k,min,mean,max
0,hierarchical,2,2,45.5,89
1,k_means,2,29,45.5,62
2,hierarchical,3,2,30.333333333333332,85
3,k_means,3,3,30.333333333333332,62
4,hierarchical,4,2,22.75,82
5,k_means,4,3,22.75,56
6,hierarchical,5,2,18.2,64
7,k_means,5,3,18.2,55
8,hierarchical,6,2,15.166666666666666,57
9,k_means,6,3,15.166666666666666,51
10,hierarchical,7,1,13.0,57
11,k_means,7,2,13.0,50
12,hierarchical,8,1,11.375,57
13,k_means,8,1,11.375,57
14,hierarchical,9,1,10.11111111111111,57
15,k_means,9,1,10.11111111111111,57
16,hierarchical,10,1,9.1,50
17,k_means,10,1,9.1,51
18,hierarchical,11,1,8.272727272727273,46
19,k_means,11,1,8.272727272727273,50
20,hierarchical,12,1,7.583333333333333,46
21,k_means,12,1,7.583333333333333,47
22,hierarchical,13,1,7.0,46
23,k_means,13,1,7.0,46
24,hierarchical,14,1,6.5,46
25,k_means,14,1,6.5,46
26,hierarchical,15,1,6.066666666666666,46
27,k_means,15,1,6.066666666666666,46
28,hierarchical,16,1,5.6875,46
29,k_means,16,1,5.6875,46
30,hierarchical,17,1,5.352941176470588,39
31,k_means,17,1,5.352941176470588,44
32,hierarchical,18,1,5.055555555555555,39
33,k_means,18,1,5.055555555555555,44
34,hierarchical,19,1,4.7894736842105265,34
35,k_means,19,1,4.7894736842105265,43
36,hierarchical,20,1,4.55,34
37,k_means,20,1,4.55,41
38,hierarchical,21,1,4.333333333333333,34
39,k_means,21,1,4.333333333333333,40
40,hierarchical,22,1,4.136363636363637,34
41,k_means,22,1,4.136363636363637,40
42,hierarchical,23,1,3.9565217391304346,31
43,k_means,23,1,3.9565217391304346,40
44,hierarchical,24,1,3.7916666666666665,31
45,k_means,24,1,3.7916666666666665,38
46,hierarchical,25,1,3.64,31
47,k_means,25,1,3.64,38
48,hierarchical,26,1,3.5,31
49,k_means,26,1,3.5,38
50,hierarchical,27,1,3.3703703703703702,31
51,k_means,27,1,3.3703703703703702,38
52,hierarchical,28,1,3.25,30
53,k_means,28,1,3.25,38
54,hierarchical,29,1,3.1379310344827585,30
55,k_means,29,1,3.1379310344827585,36
56,hierarchical,30,1,3.033333333333333,30
57,k_means,30,1,3.033333333333333,35
58,hierarchical,31,1,2.935483870967742,30
59,k_means,31,1,2.935483870967742,35
60,hierarchical,32,1,2.84375,30
61,k_means,32,1,2.84375,35
62,hierarchical,33,1,2.757575757575758,30
63,k_means,33,1,2.757575757575758,33
64,hierarchical,34,1,2.676470588235294,30
65,k_means,34,1,2.676470588235294,33
66,hierarchical,35,1,2.6,30
67,k_means,35,1,2.6,33
68,hierarchical,36,1,2.5277777777777777,30
69,k_means,36,1,2.5277777777777777,33
70,hierarchical,37,1,2.4594594594594597,30
71,k_means,37,1,2.4594594594594597,33
72,hierarchical,38,1,2.3947368421052633,30
73,k_means,38,1,2.3947368421052633,33
74,hierarchical,39,1,2.3333333333333335,29
75,k_means,39,1,2.3333333333333335,32
76,hierarchical,40,1,2.275,29
77,k_means,40,1,2.275,32
78,hierarchical,41,1,2.2195121951219514,29
79,k_means,41,1,2.2195121951219514,32
80,hierarchical,42,1,2.1666666666666665,29
81,k_means,42,1,2.1666666666666665,32
82,hierarchical,43,1,2.116279069767442,29
83,k_means,43,1,2.116279069767442,31
84,hierarchical,44,1,2.0681818181818183,29
85,k_means,44,1,2.0681818181818183,31
86,hierarchical,45,1,2.022222222222222,29
87,k_means,45,1,2.022222222222222,31
88,hierarchical,46,1,1.9782608695652173,29
89,k_means,46,1,1.9782608695652173,29
90,hierarchical,47,1,1.9361702127659575,28
91,k_means,47,1,1.9361702127659575,27
92,hierarchical,48,1,1.8958333333333333,17
93,k_means,48,1,1.8958333333333333,27
94,hierarchical,49,1,1.8571428571428572,17
95,k_means,49,1,1.8571428571428572,27
96,hierarchical,50,1,1.82,17
97,k_means,50,1,1.82,25
98,hierarchical,51,1,1.7843137254901962,17
99,k_means,51,1,1.7843137254901962,25
100,hierarchical,52,1,1.75,17
101,k_means,52,1,1.75,25
102,hierarchical,53,1,1.7169811320754718,17
103,k_means,53,1,1.7169811320754718,25
104,hierarchical,54,1,1.6851851851851851,17
105,k_means,54,1,1.6851851851851851,23
106,hierarchical,55,1,1.6545454545454545,17
107,k_means,55,1,1.6545454545454545,21
108,hierarchical,56,1,1.625,17
109,k_means,56,1,1.625,20
110,hierarchical,57,1,1.5964912280701755,17
111,k_means,57,1,1.5964912280701755,19
112,hierarchical,58,1,1.5689655172413792,17
113,k_means,58,1,1.5689655172413792,18
114,hierarchical,59,1,1.5423728813559323,17
115,k_means,59,1,1.5423728813559323,18
116,hierarchical,60,1,1.5166666666666666,17
117,k_means,60,1,1.5166666666666666,17
118,hierarchical,61,1,1.4918032786885247,17
119,k_means,61,1,1.4918032786885247,17
120,hierarchical,62,1,1.467741935483871,17
121,k_means,62,1,1.467741935483871,16
122,hierarchical,63,1,1.4444444444444444,17
123,k_means,63,1,1.4444444444444444,16
124,hierarchical,64,1,1.421875,17
125,k_means,64,1,1.421875,16
1 algorithm k min mean max
2 0 hierarchical 2 2 45.5 89
3 1 k_means 2 29 45.5 62
4 2 hierarchical 3 2 30.333333333333332 85
5 3 k_means 3 3 30.333333333333332 62
6 4 hierarchical 4 2 22.75 82
7 5 k_means 4 3 22.75 56
8 6 hierarchical 5 2 18.2 64
9 7 k_means 5 3 18.2 55
10 8 hierarchical 6 2 15.166666666666666 57
11 9 k_means 6 3 15.166666666666666 51
12 10 hierarchical 7 1 13.0 57
13 11 k_means 7 2 13.0 50
14 12 hierarchical 8 1 11.375 57
15 13 k_means 8 1 11.375 57
16 14 hierarchical 9 1 10.11111111111111 57
17 15 k_means 9 1 10.11111111111111 57
18 16 hierarchical 10 1 9.1 50
19 17 k_means 10 1 9.1 51
20 18 hierarchical 11 1 8.272727272727273 46
21 19 k_means 11 1 8.272727272727273 50
22 20 hierarchical 12 1 7.583333333333333 46
23 21 k_means 12 1 7.583333333333333 47
24 22 hierarchical 13 1 7.0 46
25 23 k_means 13 1 7.0 46
26 24 hierarchical 14 1 6.5 46
27 25 k_means 14 1 6.5 46
28 26 hierarchical 15 1 6.066666666666666 46
29 27 k_means 15 1 6.066666666666666 46
30 28 hierarchical 16 1 5.6875 46
31 29 k_means 16 1 5.6875 46
32 30 hierarchical 17 1 5.352941176470588 39
33 31 k_means 17 1 5.352941176470588 44
34 32 hierarchical 18 1 5.055555555555555 39
35 33 k_means 18 1 5.055555555555555 44
36 34 hierarchical 19 1 4.7894736842105265 34
37 35 k_means 19 1 4.7894736842105265 43
38 36 hierarchical 20 1 4.55 34
39 37 k_means 20 1 4.55 41
40 38 hierarchical 21 1 4.333333333333333 34
41 39 k_means 21 1 4.333333333333333 40
42 40 hierarchical 22 1 4.136363636363637 34
43 41 k_means 22 1 4.136363636363637 40
44 42 hierarchical 23 1 3.9565217391304346 31
45 43 k_means 23 1 3.9565217391304346 40
46 44 hierarchical 24 1 3.7916666666666665 31
47 45 k_means 24 1 3.7916666666666665 38
48 46 hierarchical 25 1 3.64 31
49 47 k_means 25 1 3.64 38
50 48 hierarchical 26 1 3.5 31
51 49 k_means 26 1 3.5 38
52 50 hierarchical 27 1 3.3703703703703702 31
53 51 k_means 27 1 3.3703703703703702 38
54 52 hierarchical 28 1 3.25 30
55 53 k_means 28 1 3.25 38
56 54 hierarchical 29 1 3.1379310344827585 30
57 55 k_means 29 1 3.1379310344827585 36
58 56 hierarchical 30 1 3.033333333333333 30
59 57 k_means 30 1 3.033333333333333 35
60 58 hierarchical 31 1 2.935483870967742 30
61 59 k_means 31 1 2.935483870967742 35
62 60 hierarchical 32 1 2.84375 30
63 61 k_means 32 1 2.84375 35
64 62 hierarchical 33 1 2.757575757575758 30
65 63 k_means 33 1 2.757575757575758 33
66 64 hierarchical 34 1 2.676470588235294 30
67 65 k_means 34 1 2.676470588235294 33
68 66 hierarchical 35 1 2.6 30
69 67 k_means 35 1 2.6 33
70 68 hierarchical 36 1 2.5277777777777777 30
71 69 k_means 36 1 2.5277777777777777 33
72 70 hierarchical 37 1 2.4594594594594597 30
73 71 k_means 37 1 2.4594594594594597 33
74 72 hierarchical 38 1 2.3947368421052633 30
75 73 k_means 38 1 2.3947368421052633 33
76 74 hierarchical 39 1 2.3333333333333335 29
77 75 k_means 39 1 2.3333333333333335 32
78 76 hierarchical 40 1 2.275 29
79 77 k_means 40 1 2.275 32
80 78 hierarchical 41 1 2.2195121951219514 29
81 79 k_means 41 1 2.2195121951219514 32
82 80 hierarchical 42 1 2.1666666666666665 29
83 81 k_means 42 1 2.1666666666666665 32
84 82 hierarchical 43 1 2.116279069767442 29
85 83 k_means 43 1 2.116279069767442 31
86 84 hierarchical 44 1 2.0681818181818183 29
87 85 k_means 44 1 2.0681818181818183 31
88 86 hierarchical 45 1 2.022222222222222 29
89 87 k_means 45 1 2.022222222222222 31
90 88 hierarchical 46 1 1.9782608695652173 29
91 89 k_means 46 1 1.9782608695652173 29
92 90 hierarchical 47 1 1.9361702127659575 28
93 91 k_means 47 1 1.9361702127659575 27
94 92 hierarchical 48 1 1.8958333333333333 17
95 93 k_means 48 1 1.8958333333333333 27
96 94 hierarchical 49 1 1.8571428571428572 17
97 95 k_means 49 1 1.8571428571428572 27
98 96 hierarchical 50 1 1.82 17
99 97 k_means 50 1 1.82 25
100 98 hierarchical 51 1 1.7843137254901962 17
101 99 k_means 51 1 1.7843137254901962 25
102 100 hierarchical 52 1 1.75 17
103 101 k_means 52 1 1.75 25
104 102 hierarchical 53 1 1.7169811320754718 17
105 103 k_means 53 1 1.7169811320754718 25
106 104 hierarchical 54 1 1.6851851851851851 17
107 105 k_means 54 1 1.6851851851851851 23
108 106 hierarchical 55 1 1.6545454545454545 17
109 107 k_means 55 1 1.6545454545454545 21
110 108 hierarchical 56 1 1.625 17
111 109 k_means 56 1 1.625 20
112 110 hierarchical 57 1 1.5964912280701755 17
113 111 k_means 57 1 1.5964912280701755 19
114 112 hierarchical 58 1 1.5689655172413792 17
115 113 k_means 58 1 1.5689655172413792 18
116 114 hierarchical 59 1 1.5423728813559323 17
117 115 k_means 59 1 1.5423728813559323 18
118 116 hierarchical 60 1 1.5166666666666666 17
119 117 k_means 60 1 1.5166666666666666 17
120 118 hierarchical 61 1 1.4918032786885247 17
121 119 k_means 61 1 1.4918032786885247 17
122 120 hierarchical 62 1 1.467741935483871 17
123 121 k_means 62 1 1.467741935483871 16
124 122 hierarchical 63 1 1.4444444444444444 17
125 123 k_means 63 1 1.4444444444444444 16
126 124 hierarchical 64 1 1.421875 17
127 125 k_means 64 1 1.421875 16

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2
clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_hierarchical.csv
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@ -11,7 +11,7 @@ constructTrees,0
isExistingGrammar,0
updateImportListFor,0
updateImportListWith,0
buildGlobalNameRegistries,0
buildGlobalNameRegistries,2
traverseSchemas,0
needReportTNSError,0
addGlobalAttributeDecl,0

1 cluster
11 isExistingGrammar 0
12 updateImportListFor 0
13 updateImportListWith 0
14 buildGlobalNameRegistries 0 2
15 traverseSchemas 0
16 needReportTNSError 0
17 addGlobalAttributeDecl 0

2
clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_kmeans.csv
View file

@ -36,7 +36,7 @@ getGrpOrAttrGrpRedefinedByRestriction,0
resolveKeyRefs,0
getIDRegistry,0
getIDRegistry_sub,0
storeKeyRef,2
storeKeyRef,0
resolveSchema,0
resolveSchemaSource,0
getSchemaDocument,0

1 cluster
36 resolveKeyRefs 0
37 getIDRegistry 0
38 getIDRegistry_sub 0
39 storeKeyRef 2 0
40 resolveSchema 0
41 resolveSchemaSource 0
42 getSchemaDocument 0

124
clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_silhouette.csv
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@ -1,64 +1,64 @@
,k_means,hierarchical
2,0.598553678618089,0.598553678618089
3,0.5988635577957939,0.4340479638200015
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14,0.36086605127470145,0.15339700393049752
15,0.27803229144747893,0.17519153912543511
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64,0.4003435986724249,0.4003771346837245
3,0.4340479638200015,0.5988635577957939
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40,0.2763117563875985,0.27307694582354536
41,0.28090687018324295,0.27681213230462487
42,0.2823757748346625,0.2763401507651925
43,0.284106939165533,0.2905756087008992
44,0.28892051024774673,0.2901305465431984
45,0.31067801214219776,0.2866682178814574
46,0.33271255209429573,0.2748147271365624
47,0.33809240352772785,0.2824570955002154
48,0.342466005901906,0.28532199483886955
49,0.3472678571815208,0.3194897125271686
50,0.3494143489069156,0.32227149882332984
51,0.3553262507378467,0.32507315719109064
52,0.3577437943048381,0.3483927215781152
53,0.36265544445738723,0.35116863658039477
54,0.3652777392559547,0.35397195095412226
55,0.3635299110583668,0.35681293946359083
56,0.36657235082485046,0.35970774816697515
57,0.369801843033111,0.36268328716123316
58,0.373236109725014,0.365787994620889
59,0.3768951711426859,0.36911874689499113
60,0.38080172755114144,0.3899012348681259
61,0.38498161884368615,0.3925538526988892
62,0.38946438071227807,0.3952064705296526
63,0.39428392137375445,0.40051170619117926
64,0.4003771346837245,0.4003435986724249

1 k_means hierarchical
2 2 0.598553678618089 0.598553678618089
3 3 0.5988635577957939 0.4340479638200015 0.4340479638200015 0.5988635577957939
4 4 0.5768968986366794 0.4446910360233003 0.4446910360233003 0.5768968986366794
5 5 0.5600582308059449 0.44970649031040394 0.44970649031040394 0.5600582308059449
6 6 0.4754961922118064 0.42291318953408236 0.42291318953408236 0.4754961922118064
7 7 0.4716129791423394 0.37302776265331616 0.37302776265331616 0.4716129791423394
8 8 0.4215235973451702 0.16585341129364783 0.16585341129364783 0.4215235973451702
9 9 0.4270412461769427 0.1805562766904707 0.1805562766904707 0.4270412461769427
10 10 0.42033460704259445 0.10021703881198853 0.10021703881198853 0.42033460704259445
11 11 0.3979172260202459 0.11227880527684016 0.11227880527684016 0.3979172260202459
12 12 0.3992377842624971 0.13834960978465374 0.13834960978465374 0.3992377842624971
13 13 0.36351812430049024 0.14637482631499601 0.14637482631499601 0.36351812430049024
14 14 0.36086605127470145 0.15339700393049752 0.15339700393049752 0.36086605127470145
15 15 0.27803229144747893 0.17519153912543511 0.17519153912543511 0.27803229144747893
16 16 0.24764306057751692 0.18163489682652323 0.18163489682652323 0.24764306057751692
17 17 0.2546247662068935 0.1920283064393974 0.1920283064393974 0.2546247662068935
18 18 0.27281600254442556 0.1968887014348958 0.1968887014348958 0.27281600254442556
19 19 0.2705186834360297 0.22320550740329767 0.22320550740329767 0.2705186834360297
20 20 0.29969231483298964 0.2278559856358303 0.2278559856358303 0.29969231483298964
21 21 0.31507175636228785 0.21631113790331308 0.21631113790331308 0.31507175636228785
22 22 0.3170839571491974 0.23240216910856668 0.23240216910856668 0.3170839571491974
23 23 0.3201062001500274 0.23590483919206368 0.23590483919206368 0.3201062001500274
24 24 0.24788100874579763 0.24413294581937137 0.24413294581937137 0.24788100874579763
25 25 0.24932439019964475 0.2514892577758059 0.2514892577758059 0.24932439019964475
26 26 0.25682838168308425 0.2573251636281981 0.2573251636281981 0.25682838168308425
27 27 0.25691108409617125 0.2629575908594159 0.2629575908594159 0.25691108409617125
28 28 0.2606141413445487 0.27452933746874875 0.27452933746874875 0.2606141413445487
29 29 0.2538973293819504 0.27138907448677696 0.27138907448677696 0.2538973293819504
30 30 0.26300677134410877 0.27608901099722993 0.27608901099722993 0.26300677134410877
31 31 0.25958787047274295 0.2734068655042204 0.2734068655042204 0.25958787047274295
32 32 0.2620577633391267 0.26668692055998694 0.26668692055998694 0.2620577633391267
33 33 0.2677665846189286 0.27190541883537933 0.27190541883537933 0.2677665846189286
34 34 0.2698493206362974 0.2737953942290021 0.2737953942290021 0.2698493206362974
35 35 0.26871523120875485 0.2792490491212266 0.2792490491212266 0.26871523120875485
36 36 0.2706224838853019 0.285255446778457 0.285255446778457 0.2706224838853019
37 37 0.27443698923839605 0.28791640737048424 0.28791640737048424 0.27443698923839605
38 38 0.27814176822064324 0.279340819685821 0.279340819685821 0.27814176822064324
39 39 0.27606460269195954 0.27183941054653343 0.27183941054653343 0.27606460269195954
40 40 0.27307694582354536 0.2763117563875985 0.2763117563875985 0.27307694582354536
41 41 0.27681213230462487 0.28090687018324295 0.28090687018324295 0.27681213230462487
42 42 0.2763401507651925 0.2823757748346625 0.2823757748346625 0.2763401507651925
43 43 0.2905756087008992 0.284106939165533 0.284106939165533 0.2905756087008992
44 44 0.2901305465431984 0.28892051024774673 0.28892051024774673 0.2901305465431984
45 45 0.2866682178814574 0.31067801214219776 0.31067801214219776 0.2866682178814574
46 46 0.2748147271365624 0.33271255209429573 0.33271255209429573 0.2748147271365624
47 47 0.2824570955002154 0.33809240352772785 0.33809240352772785 0.2824570955002154
48 48 0.28532199483886955 0.342466005901906 0.342466005901906 0.28532199483886955
49 49 0.3194897125271686 0.3472678571815208 0.3472678571815208 0.3194897125271686
50 50 0.32227149882332984 0.3494143489069156 0.3494143489069156 0.32227149882332984
51 51 0.32507315719109064 0.3553262507378467 0.3553262507378467 0.32507315719109064
52 52 0.3483927215781152 0.3577437943048381 0.3577437943048381 0.3483927215781152
53 53 0.35116863658039477 0.36265544445738723 0.36265544445738723 0.35116863658039477
54 54 0.35397195095412226 0.3652777392559547 0.3652777392559547 0.35397195095412226
55 55 0.35681293946359083 0.3635299110583668 0.3635299110583668 0.35681293946359083
56 56 0.35970774816697515 0.36657235082485046 0.36657235082485046 0.35970774816697515
57 57 0.36268328716123316 0.369801843033111 0.369801843033111 0.36268328716123316
58 58 0.365787994620889 0.373236109725014 0.373236109725014 0.365787994620889
59 59 0.36911874689499113 0.3768951711426859 0.3768951711426859 0.36911874689499113
60 60 0.3899012348681259 0.38080172755114144 0.38080172755114144 0.3899012348681259
61 61 0.3925538526988892 0.38498161884368615 0.38498161884368615 0.3925538526988892
62 62 0.3952064705296526 0.38946438071227807 0.38946438071227807 0.3952064705296526
63 63 0.40051170619117926 0.39428392137375445 0.39428392137375445 0.40051170619117926
64 64 0.4003435986724249 0.4003771346837245 0.4003771346837245 0.4003435986724249

127
clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_stats.csv Normal file
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@ -0,0 +1,127 @@
,algorithm,k,min,mean,max
0,hierarchical,2,1,53.0,105
1,k_means,2,1,53.0,105
2,hierarchical,3,1,35.333333333333336,104
3,k_means,3,1,35.333333333333336,104
4,hierarchical,4,1,26.5,102
5,k_means,4,1,26.5,102
6,hierarchical,5,1,21.2,102
7,k_means,5,1,21.2,101
8,hierarchical,6,1,17.666666666666668,99
9,k_means,6,1,17.666666666666668,99
10,hierarchical,7,1,15.142857142857142,98
11,k_means,7,1,15.142857142857142,98
12,hierarchical,8,1,13.25,96
13,k_means,8,1,13.25,91
14,hierarchical,9,1,11.777777777777779,96
15,k_means,9,1,11.777777777777779,90
16,hierarchical,10,1,10.6,95
17,k_means,10,1,10.6,86
18,hierarchical,11,1,9.636363636363637,94
19,k_means,11,1,9.636363636363637,84
20,hierarchical,12,1,8.833333333333334,93
21,k_means,12,1,8.833333333333334,82
22,hierarchical,13,1,8.153846153846153,91
23,k_means,13,1,8.153846153846153,81
24,hierarchical,14,1,7.571428571428571,91
25,k_means,14,1,7.571428571428571,80
26,hierarchical,15,1,7.066666666666666,83
27,k_means,15,1,7.066666666666666,76
28,hierarchical,16,1,6.625,83
29,k_means,16,1,6.625,75
30,hierarchical,17,1,6.235294117647059,78
31,k_means,17,1,6.235294117647059,74
32,hierarchical,18,1,5.888888888888889,78
33,k_means,18,1,5.888888888888889,73
34,hierarchical,19,1,5.578947368421052,78
35,k_means,19,1,5.578947368421052,71
36,hierarchical,20,1,5.3,71
37,k_means,20,1,5.3,70
38,hierarchical,21,1,5.0476190476190474,68
39,k_means,21,1,5.0476190476190474,69
40,hierarchical,22,1,4.818181818181818,68
41,k_means,22,1,4.818181818181818,65
42,hierarchical,23,1,4.608695652173913,68
43,k_means,23,1,4.608695652173913,65
44,hierarchical,24,1,4.416666666666667,64
45,k_means,24,1,4.416666666666667,64
46,hierarchical,25,1,4.24,64
47,k_means,25,1,4.24,62
48,hierarchical,26,1,4.076923076923077,64
49,k_means,26,1,4.076923076923077,61
50,hierarchical,27,1,3.925925925925926,64
51,k_means,27,1,3.925925925925926,60
52,hierarchical,28,1,3.7857142857142856,63
53,k_means,28,1,3.7857142857142856,55
54,hierarchical,29,1,3.6551724137931036,63
55,k_means,29,1,3.6551724137931036,55
56,hierarchical,30,1,3.533333333333333,63
57,k_means,30,1,3.533333333333333,54
58,hierarchical,31,1,3.4193548387096775,63
59,k_means,31,1,3.4193548387096775,54
60,hierarchical,32,1,3.3125,52
61,k_means,32,1,3.3125,54
62,hierarchical,33,1,3.212121212121212,52
63,k_means,33,1,3.212121212121212,53
64,hierarchical,34,1,3.1176470588235294,52
65,k_means,34,1,3.1176470588235294,52
66,hierarchical,35,1,3.0285714285714285,52
67,k_means,35,1,3.0285714285714285,51
68,hierarchical,36,1,2.9444444444444446,52
69,k_means,36,1,2.9444444444444446,50
70,hierarchical,37,1,2.864864864864865,52
71,k_means,37,1,2.864864864864865,50
72,hierarchical,38,1,2.789473684210526,51
73,k_means,38,1,2.789473684210526,50
74,hierarchical,39,1,2.717948717948718,51
75,k_means,39,1,2.717948717948718,50
76,hierarchical,40,1,2.65,51
77,k_means,40,1,2.65,49
78,hierarchical,41,1,2.5853658536585367,51
79,k_means,41,1,2.5853658536585367,48
80,hierarchical,42,1,2.5238095238095237,51
81,k_means,42,1,2.5238095238095237,47
82,hierarchical,43,1,2.4651162790697674,47
83,k_means,43,1,2.4651162790697674,47
84,hierarchical,44,1,2.409090909090909,47
85,k_means,44,1,2.409090909090909,46
86,hierarchical,45,1,2.3555555555555556,47
87,k_means,45,1,2.3555555555555556,44
88,hierarchical,46,1,2.3043478260869565,46
89,k_means,46,1,2.3043478260869565,42
90,hierarchical,47,1,2.25531914893617,25
91,k_means,47,1,2.25531914893617,41
92,hierarchical,48,1,2.2083333333333335,25
93,k_means,48,1,2.2083333333333335,41
94,hierarchical,49,1,2.163265306122449,25
95,k_means,49,1,2.163265306122449,41
96,hierarchical,50,1,2.12,25
97,k_means,50,1,2.12,40
98,hierarchical,51,1,2.0784313725490198,25
99,k_means,51,1,2.0784313725490198,39
100,hierarchical,52,1,2.0384615384615383,25
101,k_means,52,1,2.0384615384615383,38
102,hierarchical,53,1,2.0,25
103,k_means,53,1,2.0,38
104,hierarchical,54,1,1.962962962962963,25
105,k_means,54,1,1.962962962962963,37
106,hierarchical,55,1,1.9272727272727272,25
107,k_means,55,1,1.9272727272727272,35
108,hierarchical,56,1,1.8928571428571428,25
109,k_means,56,1,1.8928571428571428,34
110,hierarchical,57,1,1.8596491228070176,25
111,k_means,57,1,1.8596491228070176,33
112,hierarchical,58,1,1.8275862068965518,25
113,k_means,58,1,1.8275862068965518,32
114,hierarchical,59,1,1.7966101694915255,25
115,k_means,59,1,1.7966101694915255,31
116,hierarchical,60,1,1.7666666666666666,25
117,k_means,60,1,1.7666666666666666,30
118,hierarchical,61,1,1.7377049180327868,25
119,k_means,61,1,1.7377049180327868,29
120,hierarchical,62,1,1.7096774193548387,25
121,k_means,62,1,1.7096774193548387,28
122,hierarchical,63,1,1.6825396825396826,25
123,k_means,63,1,1.6825396825396826,27
124,hierarchical,64,1,1.65625,25
125,k_means,64,1,1.65625,27
1 algorithm k min mean max
2 0 hierarchical 2 1 53.0 105
3 1 k_means 2 1 53.0 105
4 2 hierarchical 3 1 35.333333333333336 104
5 3 k_means 3 1 35.333333333333336 104
6 4 hierarchical 4 1 26.5 102
7 5 k_means 4 1 26.5 102
8 6 hierarchical 5 1 21.2 102
9 7 k_means 5 1 21.2 101
10 8 hierarchical 6 1 17.666666666666668 99
11 9 k_means 6 1 17.666666666666668 99
12 10 hierarchical 7 1 15.142857142857142 98
13 11 k_means 7 1 15.142857142857142 98
14 12 hierarchical 8 1 13.25 96
15 13 k_means 8 1 13.25 91
16 14 hierarchical 9 1 11.777777777777779 96
17 15 k_means 9 1 11.777777777777779 90
18 16 hierarchical 10 1 10.6 95
19 17 k_means 10 1 10.6 86
20 18 hierarchical 11 1 9.636363636363637 94
21 19 k_means 11 1 9.636363636363637 84
22 20 hierarchical 12 1 8.833333333333334 93
23 21 k_means 12 1 8.833333333333334 82
24 22 hierarchical 13 1 8.153846153846153 91
25 23 k_means 13 1 8.153846153846153 81
26 24 hierarchical 14 1 7.571428571428571 91
27 25 k_means 14 1 7.571428571428571 80
28 26 hierarchical 15 1 7.066666666666666 83
29 27 k_means 15 1 7.066666666666666 76
30 28 hierarchical 16 1 6.625 83
31 29 k_means 16 1 6.625 75
32 30 hierarchical 17 1 6.235294117647059 78
33 31 k_means 17 1 6.235294117647059 74
34 32 hierarchical 18 1 5.888888888888889 78
35 33 k_means 18 1 5.888888888888889 73
36 34 hierarchical 19 1 5.578947368421052 78
37 35 k_means 19 1 5.578947368421052 71
38 36 hierarchical 20 1 5.3 71
39 37 k_means 20 1 5.3 70
40 38 hierarchical 21 1 5.0476190476190474 68
41 39 k_means 21 1 5.0476190476190474 69
42 40 hierarchical 22 1 4.818181818181818 68
43 41 k_means 22 1 4.818181818181818 65
44 42 hierarchical 23 1 4.608695652173913 68
45 43 k_means 23 1 4.608695652173913 65
46 44 hierarchical 24 1 4.416666666666667 64
47 45 k_means 24 1 4.416666666666667 64
48 46 hierarchical 25 1 4.24 64
49 47 k_means 25 1 4.24 62
50 48 hierarchical 26 1 4.076923076923077 64
51 49 k_means 26 1 4.076923076923077 61
52 50 hierarchical 27 1 3.925925925925926 64
53 51 k_means 27 1 3.925925925925926 60
54 52 hierarchical 28 1 3.7857142857142856 63
55 53 k_means 28 1 3.7857142857142856 55
56 54 hierarchical 29 1 3.6551724137931036 63
57 55 k_means 29 1 3.6551724137931036 55
58 56 hierarchical 30 1 3.533333333333333 63
59 57 k_means 30 1 3.533333333333333 54
60 58 hierarchical 31 1 3.4193548387096775 63
61 59 k_means 31 1 3.4193548387096775 54
62 60 hierarchical 32 1 3.3125 52
63 61 k_means 32 1 3.3125 54
64 62 hierarchical 33 1 3.212121212121212 52
65 63 k_means 33 1 3.212121212121212 53
66 64 hierarchical 34 1 3.1176470588235294 52
67 65 k_means 34 1 3.1176470588235294 52
68 66 hierarchical 35 1 3.0285714285714285 52
69 67 k_means 35 1 3.0285714285714285 51
70 68 hierarchical 36 1 2.9444444444444446 52
71 69 k_means 36 1 2.9444444444444446 50
72 70 hierarchical 37 1 2.864864864864865 52
73 71 k_means 37 1 2.864864864864865 50
74 72 hierarchical 38 1 2.789473684210526 51
75 73 k_means 38 1 2.789473684210526 50
76 74 hierarchical 39 1 2.717948717948718 51
77 75 k_means 39 1 2.717948717948718 50
78 76 hierarchical 40 1 2.65 51
79 77 k_means 40 1 2.65 49
80 78 hierarchical 41 1 2.5853658536585367 51
81 79 k_means 41 1 2.5853658536585367 48
82 80 hierarchical 42 1 2.5238095238095237 51
83 81 k_means 42 1 2.5238095238095237 47
84 82 hierarchical 43 1 2.4651162790697674 47
85 83 k_means 43 1 2.4651162790697674 47
86 84 hierarchical 44 1 2.409090909090909 47
87 85 k_means 44 1 2.409090909090909 46
88 86 hierarchical 45 1 2.3555555555555556 47
89 87 k_means 45 1 2.3555555555555556 44
90 88 hierarchical 46 1 2.3043478260869565 46
91 89 k_means 46 1 2.3043478260869565 42
92 90 hierarchical 47 1 2.25531914893617 25
93 91 k_means 47 1 2.25531914893617 41
94 92 hierarchical 48 1 2.2083333333333335 25
95 93 k_means 48 1 2.2083333333333335 41
96 94 hierarchical 49 1 2.163265306122449 25
97 95 k_means 49 1 2.163265306122449 41
98 96 hierarchical 50 1 2.12 25
99 97 k_means 50 1 2.12 40
100 98 hierarchical 51 1 2.0784313725490198 25
101 99 k_means 51 1 2.0784313725490198 39
102 100 hierarchical 52 1 2.0384615384615383 25
103 101 k_means 52 1