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Results of Silhouette index

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  1. analysis/ann-approx/all/correlation-10.pdf +2 -2
  2. analysis/ann-approx/all/correlation-5.pdf +2 -2
  3. analysis/ann-approx/all/statistics.txt +5 -0
  4. analysis/ann-clusters-0.25sqrt_n/all/correlation-10.pdf +2 -2
  5. analysis/ann-clusters-0.25sqrt_n/all/correlation-5.pdf +2 -2
  6. analysis/ann-clusters-0.25sqrt_n/all/statistics.txt +5 -0
  7. analysis/ann-clusters-0.5sqrt_n/all/correlation-10.pdf +2 -2
  8. analysis/ann-clusters-0.5sqrt_n/all/correlation-5.pdf +2 -2
  9. analysis/ann-clusters-0.5sqrt_n/all/statistics.txt +5 -0
  10. analysis/classification-approx/all/correlation-homogeneity.pdf +2 -2
  11. analysis/classification-approx/all/correlation-mutual-information.pdf +2 -2
  12. analysis/classification-approx/all/statistics.txt +7 -2
  13. analysis/classification/all/correlation-homogeneity.pdf +2 -2
  14. analysis/classification/all/correlation-mutual-information.pdf +2 -2
  15. analysis/classification/all/statistics.txt +5 -0
  16. analysis/multiprobe-ann/deep/correlation-10.pdf +3 -0
  17. analysis/multiprobe-ann/deep/correlation-5.pdf +3 -0
  18. analysis/multiprobe-ann/fashion-mnist/correlation-10.pdf +3 -0
  19. analysis/multiprobe-ann/fashion-mnist/correlation-5.pdf +3 -0
  20. analysis/multiprobe-ann/gist/correlation-10.pdf +3 -0
  21. analysis/multiprobe-ann/gist/correlation-5.pdf +3 -0
  22. analysis/multiprobe-ann/glove/correlation-10.pdf +3 -0
  23. analysis/multiprobe-ann/glove/correlation-5.pdf +3 -0
  24. analysis/multiprobe-ann/lastfm/correlation-10.pdf +3 -0
  25. analysis/multiprobe-ann/lastfm/correlation-5.pdf +3 -0
  26. analysis/multiprobe-ann/mnist/correlation-10.pdf +3 -0
  27. analysis/multiprobe-ann/mnist/correlation-5.pdf +3 -0
  28. analysis/multiprobe-ann/msmarco/correlation-10.pdf +3 -0
  29. analysis/multiprobe-ann/msmarco/correlation-5.pdf +3 -0
  30. analysis/multiprobe-ann/music/correlation-10.pdf +3 -0
  31. analysis/multiprobe-ann/music/correlation-5.pdf +3 -0
  32. analysis/multiprobe-ann/nq/correlation-10.pdf +3 -0
  33. analysis/multiprobe-ann/nq/correlation-5.pdf +3 -0
  34. analysis/multiprobe-ann/sift/correlation-10.pdf +3 -0
  35. analysis/multiprobe-ann/sift/correlation-5.pdf +3 -0
  36. analysis/multiprobe-ann/text2image/correlation-10.pdf +3 -0
  37. analysis/multiprobe-ann/text2image/correlation-5.pdf +3 -0
  38. ann-approx/deep/report-ann.yaml +2 -2
  39. ann-approx/fashion-mnist/report-ann.yaml +2 -2
  40. ann-approx/gist/report-ann.yaml +2 -2
  41. ann-approx/glove/report-ann.yaml +2 -2
  42. ann-approx/lastfm/report-ann.yaml +2 -2
  43. ann-approx/mnist/report-ann.yaml +2 -2
  44. ann-approx/msmarco/report-ann.yaml +2 -2
  45. ann-approx/music/report-ann.yaml +2 -2
  46. ann-approx/nq/report-ann.yaml +2 -2
  47. ann-approx/sift/report-ann.yaml +2 -2
  48. ann-approx/text2image/report-ann.yaml +2 -2
  49. ann-clusters-0.25sqrt_n/deep/report-ann.yaml +2 -2
  50. ann-clusters-0.25sqrt_n/fashion-mnist/report-ann.yaml +2 -2
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  ------------------------
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  Top-k=5 Spearman rank correlation coefficient: -0.013613588933015154 (p-value=0.8998)
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  Top-k=10 Spearman rank correlation coefficient: -0.02497292251877812 (p-value=0.8174)
 
 
 
 
 
 
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  ------------------------
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  Top-k=5 Spearman rank correlation coefficient: -0.013613588933015154 (p-value=0.8998)
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  Top-k=10 Spearman rank correlation coefficient: -0.02497292251877812 (p-value=0.8174)
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+ ------------------------
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+ Silhouette
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+ ------------------------
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+ Top-k=5 Spearman rank correlation coefficient: 0.06652665689304423 (p-value=0.5380)
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+ Top-k=10 Spearman rank correlation coefficient: 0.07027786216590151 (p-value=0.5153)
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  ------------------------
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  Top-k=5 Spearman rank correlation coefficient: 0.004217904520419349 (p-value=0.9689)
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  Top-k=10 Spearman rank correlation coefficient: -0.002403941407253616 (p-value=0.9823)
 
 
 
 
 
 
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  ------------------------
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  Top-k=5 Spearman rank correlation coefficient: 0.004217904520419349 (p-value=0.9689)
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  Top-k=10 Spearman rank correlation coefficient: -0.002403941407253616 (p-value=0.9823)
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+ ------------------------
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+ Silhouette
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+ ------------------------
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+ Top-k=5 Spearman rank correlation coefficient: 0.03770561093304217 (p-value=0.7273)
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+ Top-k=10 Spearman rank correlation coefficient: 0.05852206685217148 (p-value=0.5881)
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  ------------------------
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  Top-k=5 Spearman rank correlation coefficient: -0.10468106089958086 (p-value=0.3317)
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  Top-k=10 Spearman rank correlation coefficient: -0.08877813391567752 (p-value=0.4108)
 
 
 
 
 
 
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  ------------------------
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  Top-k=5 Spearman rank correlation coefficient: -0.10468106089958086 (p-value=0.3317)
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  Top-k=10 Spearman rank correlation coefficient: -0.08877813391567752 (p-value=0.4108)
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+ ------------------------
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+ Silhouette
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+ Top-k=5 Spearman rank correlation coefficient: 0.0340953118946145 (p-value=0.7525)
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  ------------------------
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  NSM-ClusterSize
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  ------------------------
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- Homogeneity Spearman rank correlation coefficient: 0.4248714988263172 (p-value=0.0001)
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- Mutual information Spearman rank correlation coefficient: -0.14718000715287863 (p-value=0.1926)
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  ------------------------
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  Dunn
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  ------------------------
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  Homogeneity Spearman rank correlation coefficient: 0.35789263924750636 (p-value=0.0011)
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  Mutual information Spearman rank correlation coefficient: 0.07741133858216076 (p-value=0.4949)
 
 
 
 
 
 
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  ------------------------
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  NSM-ClusterSize
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  ------------------------
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+ Homogeneity Spearman rank correlation coefficient: 0.40767310194464956 (p-value=0.0002)
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+ Mutual information Spearman rank correlation coefficient: -0.16294498950897304 (p-value=0.1487)
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  ------------------------
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  Dunn
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  ------------------------
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  Homogeneity Spearman rank correlation coefficient: 0.35789263924750636 (p-value=0.0011)
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  Mutual information Spearman rank correlation coefficient: 0.07741133858216076 (p-value=0.4949)
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+ ------------------------
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+ Silhouette
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+ Homogeneity Spearman rank correlation coefficient: 0.6228387898395282 (p-value=0.0000)
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  Homogeneity Spearman rank correlation coefficient: 0.35789263924750636 (p-value=0.0011)
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  Mutual information Spearman rank correlation coefficient: 0.07741133858216076 (p-value=0.4949)
 
 
 
 
 
 
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  Homogeneity Spearman rank correlation coefficient: 0.35789263924750636 (p-value=0.0011)
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  Mutual information Spearman rank correlation coefficient: 0.07741133858216076 (p-value=0.4949)
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