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results.txt
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results.txt
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Precision 20 most common (least common occurs in 60% of clusters)
problem014 prec: 0.05
problem002 prec: 0.15
problem013 prec: 0.1
problem008 prec: 0.05
problem016 prec: 0.15
problem010 prec: 0.05
problem006 prec: 0.05
problem012 prec: 0.0
problem009 prec: 0.05
problem003 prec: 0.0
problem015 prec: 0.0
problem004 prec: 0.1
problem001 prec: 0.05
problem017 prec: 0.1
problem007 prec: 0.0
problem011 prec: 0.1
problem018 prec: 0.15
problem005 prec: 0.1
Total of 25 pairs correct (out of 18*20 =360)
Precision 50 most common (least common occurs in 40% of clusters)
problem014 prec: 0.04
problem002 prec: 0.08
problem013 prec: 0.04
problem008 prec: 0.02
problem016 prec: 0.08
problem010 prec: 0.02
problem006 prec: 0.02
problem012 prec: 0.0
problem009 prec: 0.04
problem003 prec: 0.0
problem015 prec: 0.0
problem004 prec: 0.04
problem001 prec: 0.04
problem017 prec: 0.18
problem007 prec: 0.0
problem011 prec: 0.04
problem018 prec: 0.1
problem005 prec: 0.06
Total of 40 pairs correct (out of 18*50 =900)
Precision all (1200-1500 pairs, least common occurs in 2% of clusters)
problem014 prec: 0.016835016835
problem002 prec: 0.0612244897959
problem013 prec: 0.0255892255892
problem008 prec: 0.047619047619
problem016 prec: 0.0040404040404
problem010 prec: 0.0155555555556
problem006 prec: 0.0205696202532
problem012 prec: 0.0020202020202
problem009 prec: 0.0187969924812
problem003 prec: 0.0065306122449
problem015 prec: 0.00538720538721
problem004 prec: 0.0113924050633
problem001 prec: 0.0212244897959
problem017 prec: 0.037037037037
problem007 prec: 0.00438596491228
problem011 prec: 0.00929292929293
problem018 prec: 0.0127946127946
problem005 prec: 0.00379746835443
Total of 619 pairs correct (out of 18*1500 =27000)
Cluster output example:
The numbers are indexes of documents, so not the actual document number from the title.
starts with N-1 clusters, and says per document in which cluster they belong.
[34 9 26 29 47 22 39 2 13 23 18 50 5 8 46 31 4 42 12 10 14 3 49 17 52
24 33 43 0 28 40 1 35 30 44 4 15 38 7 51 21 45 20 27 48 53 36 37 32 19
11 16 6 25 41]
Cluster 3 is for 2 documents, even with N-2 clusters --> Indicative?
[45 4 0 26 40 20 33 41 49 17 48 47 6 7 34 35 3 43 11 21 1 36 51 28 52
25 31 5 23 18 10 2 32 16 22 3 12 14 42 50 24 46 27 29 44 1 19 39 37 9
13 15 8 30 38]
[43 6 30 24 41 42 31 50 33 22 49 15 5 8 35 44 16 2 20 10 4 25 47 48 9
23 28 45 32 13 3 14 12 39 21 16 26 19 40 18 29 46 36 38 51 4 37 34 11 17
18 7 1 27 0]
[11 9 38 24 32 26 35 46 2 34 23 5 4 20 41 44 3 39 16 7 18 6 50 49 3
33 27 10 29 8 45 1 40 43 47 3 28 30 42 17 13 0 21 22 48 18 14 36 15 25
17 31 19 12 37]
[ 5 17 27 23 38 39 28 41 48 31 9 1 32 16 2 37 4 42 8 6 30 34 35 1 4
25 0 46 7 14 13 10 33 43 49 4 12 18 3 11 15 44 29 22 47 30 21 40 36 24
11 19 20 26 45]
[41 20 40 19 39 28 35 1 37 23 0 25 24 8 30 44 4 33 9 22 5 7 14 25 4
17 29 48 36 11 45 10 38 12 0 4 26 32 31 15 18 42 13 27 47 5 2 34 3 21
15 6 46 16 43]
[46 6 38 22 37 31 34 4 43 29 15 21 16 11 32 19 23 42 0 9 3 39 2 21 1
26 33 14 27 10 43 45 25 35 15 23 18 44 30 20 12 7 5 36 41 3 28 40 17 13
20 14 47 24 8]
[34 32 31 19 44 36 42 43 1 20 24 14 7 10 35 39 33 41 13 11 3 16 6 14 4
21 25 0 38 8 1 9 30 45 24 33 18 22 37 29 15 40 5 17 2 3 27 23 12 28
29 0 6 26 46]
[41 8 34 24 32 28 23 3 35 27 19 14 13 16 43 42 21 39 20 12 1 37 5 14 21
38 15 7 36 11 35 9 33 44 19 21 29 40 31 6 25 10 0 26 4 1 2 45 18 22
6 7 5 17 30]
[26 10 38 30 41 32 3 43 9 14 19 4 28 6 35 42 1 37 5 15 0 33 2 4 1
22 20 7 16 13 9 8 31 40 19 1 12 27 36 11 25 44 17 21 1 0 24 39 18 29
11 7 2 23 34]
[24 34 25 31 39 26 43 32 15 22 3 2 35 19 24 41 38 40 9 16 6 17 1 2 7
13 0 11 33 18 15 23 37 36 3 38 21 30 42 28 27 38 8 12 4 6 10 9 5 29
28 11 1 14 20]
[ 5 9 38 28 42 37 32 15 7 17 8 1 22 19 5 29 3 3 0 11 13 35 6 1 3
34 20 2 31 14 7 4 26 24 8 3 18 40 39 25 21 36 12 27 10 13 33 0 16 23
25 2 6 30 41]
[ 2 13 33 25 24 14 30 3 41 16 5 40 34 19 38 37 1 28 9 10 15 35 20 40 1
29 36 23 7 11 41 8 32 22 5 1 21 3 4 12 27 1 31 0 39 15 6 9 18 17
12 23 20 26 8]
[ 7 11 38 6 35 29 37 3 3 13 2 4 8 0 7 16 5 1 23 20 22 27 9 4 5
24 12 14 32 21 3 16 34 39 2 5 15 33 31 10 28 5 19 25 5 22 30 40 17 26
10 14 9 18 36]
[ 0 11 35 27 13 31 33 21 4 30 26 28 37 14 0 36 6 1 12 24 20 32 2 28 1
17 23 13 29 8 4 9 22 18 26 6 3 21 38 25 19 6 34 5 39 20 7 12 10 16
25 13 2 15 9]
[10 29 28 34 30 21 36 2 2 23 15 9 35 12 10 25 3 37 16 7 1 13 0 9 3
6 18 5 8 19 2 25 31 38 15 3 20 27 5 24 22 3 11 26 3 1 4 16 32 14
24 5 0 33 17]
[33 19 21 24 37 25 26 2 2 9 18 11 36 7 32 6 3 3 0 12 10 1 5 11 3
31 23 4 35 17 2 15 30 11 18 3 13 20 4 14 34 3 29 27 3 10 16 0 8 22
14 4 5 28 15]
[ 6 13 12 33 14 0 26 2 2 28 23 30 26 11 6 8 7 3 18 17 35 9 5 30 10
4 29 14 34 24 2 15 32 36 23 7 16 19 14 27 22 7 31 25 7 35 1 18 12 20
27 14 5 21 15]
[11 12 22 27 31 24 35 2 2 6 18 5 7 17 11 1 9 9 4 16 34 12 3 5 9
26 30 10 0 25 2 13 29 33 18 9 14 23 10 20 21 9 8 19 9 34 32 4 0 15
20 10 3 28 13]
[ 8 6 14 28 25 7 5 10 10 19 4 26 5 24 23 32 1 1 17 0 8 6 3 26 1
21 15 13 30 11 10 32 18 26 4 1 27 29 4 12 33 1 22 20 1 8 34 17 31 2
12 13 3 9 16]
[ 0 17 27 14 26 12 29 24 24 15 22 1 11 21 7 7 8 8 4 9 0 17 5 1 8
19 25 2 10 16 24 7 33 31 22 8 18 20 2 6 32 8 3 13 8 0 30 4 27 23
6 2 5 28 7]
[ 2 25 23 18 22 27 10 3 3 28 11 26 24 12 2 1 1 1 4 9 32 16 5 26 1
15 0 7 8 29 3 13 16 26 11 1 19 6 11 21 31 1 17 30 1 32 24 4 8 14
21 7 5 20 13]
[ 4 24 26 22 19 7 9 11 11 30 5 31 9 12 29 28 2 2 13 0 4 3 14 31 2
24 25 10 15 8 11 28 28 6 5 2 20 11 14 1 16 2 18 27 2 4 9 13 26 21
1 10 14 23 17]
[ 1 5 23 4 30 27 4 18 18 17 26 21 4 6 1 9 3 3 20 14 12 5 13 21 3
19 9 8 15 10 18 9 29 0 26 3 11 7 8 22 13 2 28 25 3 12 4 20 23 16
22 8 13 24 9]
[20 11 29 26 14 18 20 1 18 10 19 6 2 27 28 13 4 0 12 15 7 11 3 6 4
8 24 14 5 16 18 13 22 6 19 4 17 1 14 23 3 4 9 21 4 7 2 12 5 25
23 14 3 1 13]
[12 2 24 25 3 13 19 10 10 22 15 21 4 16 5 5 1 1 11 8 12 2 9 21 1
2 23 3 6 14 10 5 5 10 15 1 17 28 3 7 20 1 26 27 1 12 4 11 6 18
7 3 9 0 5]
[ 4 3 6 20 2 7 25 7 7 23 8 24 25 5 13 13 2 2 9 14 4 3 1 24 11
3 21 10 26 12 7 13 13 0 8 2 15 16 8 11 18 2 27 17 2 4 25 9 6 19
11 10 1 22 13]
[11 6 24 0 10 2 8 18 2 23 17 14 8 19 5 5 1 1 15 7 11 6 4 14 1
6 5 10 25 13 2 5 5 14 17 1 16 18 10 9 26 1 20 21 1 11 8 15 12 3
9 10 4 22 5]
[ 1 3 7 6 16 8 20 8 8 11 24 10 6 9 1 12 2 2 21 15 5 3 17 10 2
3 12 16 17 13 8 12 12 10 24 2 0 18 16 11 19 2 23 25 2 5 4 21 7 22
11 16 17 14 12]
[ 7 19 6 6 15 18 2 1 1 20 3 18 2 12 5 5 11 11 8 17 7 4 10 18 11
19 0 15 6 13 1 5 5 24 3 11 16 1 15 9 23 3 14 22 5 7 2 8 6 21
9 15 10 16 5]
[22 19 3 4 17 5 2 8 8 11 1 5 2 15 22 16 17 23 9 10 4 19 7 5 11
19 16 0 12 13 5 16 16 5 1 17 20 8 7 3 21 17 6 18 16 4 2 9 12 14
3 0 7 20 16]
[ 3 5 20 3 19 17 3 4 4 16 2 15 6 18 3 8 8 8 12 14 3 5 1 15 8
22 7 19 20 0 4 10 5 15 2 8 13 4 19 9 1 8 11 7 21 3 6 12 20 21
9 19 1 4 10]
[ 2 6 10 2 12 3 6 3 3 20 17 3 4 7 0 1 5 5 9 14 2 6 0 3 5
6 1 21 10 11 3 1 19 3 17 5 8 16 0 4 15 5 6 13 5 2 9 9 10 18
4 21 0 2 1]
[ 4 6 7 2 3 13 2 13 13 16 15 13 2 9 18 18 0 0 19 9 4 6 5 13 0
6 8 3 7 17 13 18 11 12 15 0 14 1 3 10 5 0 6 4 0 4 2 19 7 20
10 3 5 4 18]
[ 3 17 18 3 1 2 7 9 9 7 10 2 7 11 3 13 8 8 5 19 3 17 15 2 8
17 13 1 18 14 9 13 13 9 10 8 12 9 1 4 15 8 0 9 8 3 7 5 18 16
4 1 15 6 13]
[ 4 9 12 10 6 1 9 13 13 0 2 13 7 14 4 2 3 3 16 17 10 9 5 1 3
18 2 6 12 11 13 2 2 13 3 3 15 13 6 7 5 3 9 14 3 10 16 7 12 8
7 6 5 15 4]
[ 2 12 4 3 7 11 9 1 1 8 6 1 9 14 2 6 3 3 17 10 5 2 13 1 8
3 6 7 4 15 1 6 6 1 7 3 16 1 7 8 13 3 12 5 3 5 9 17 4 0
8 7 13 5 6]
[ 5 9 1 5 0 3 9 3 3 1 13 3 1 7 8 4 6 6 11 7 5 9 8 3 6
2 4 0 12 14 3 10 4 3 13 6 15 3 0 1 8 6 9 6 6 5 11 11 12 16
1 0 8 15 10]
[ 1 4 11 1 0 5 1 5 5 15 2 5 6 7 1 2 8 8 6 13 1 4 1 5 8
15 2 0 11 9 5 2 2 5 8 8 10 5 0 14 12 8 4 7 3 1 6 6 11 3
14 0 1 2 2]
[ 2 6 13 2 3 4 2 4 4 0 5 4 11 12 2 1 3 3 11 9 8 6 10 4 0
0 1 7 13 2 4 1 1 4 5 3 9 4 7 0 10 3 14 0 3 8 11 11 13 6
0 7 10 8 1]
[ 4 10 5 9 6 3 9 3 3 0 1 2 9 7 4 1 2 2 13 4 4 10 6 2 2
10 1 6 5 8 3 1 0 3 6 2 12 12 6 11 0 2 10 4 2 4 0 13 5 7
11 6 6 12 4]
[ 6 8 5 6 1 3 2 3 3 2 7 3 2 0 6 7 1 1 1 0 6 4 10 3 1
8 9 12 5 10 3 7 4 3 7 1 11 11 12 1 10 1 8 1 1 6 2 1 5 4
1 12 10 11 7]
[ 5 8 11 5 1 4 5 4 4 0 6 4 0 10 5 6 7 7 7 10 5 8 1 4 7
8 6 1 11 9 4 6 3 4 7 7 10 2 1 0 1 7 8 7 7 5 6 0 11 4
0 1 1 2 6]
[ 7 3 4 4 8 1 2 1 1 6 0 1 2 5 7 0 6 6 2 5 7 3 8 1 6
3 0 8 4 10 1 0 3 1 0 6 8 2 8 6 2 1 5 9 6 7 2 2 4 3
6 8 8 7 0]