[Console output redirected to file:e:ndcg.txt]do alpha: 0.5compute for 1234213421_0.5_diversified_by_titletags_score_conti...
0.01                 0.999                 0.01        0.874333333                  0.01        0.874333333              0...
0.16375                0.7495              0.16375              0.656                  0.01                0.625          ...
top-k                 A-NDCG, A=+Divrank                 1                     0                 2                -0.0105 ...
0.01                 0.999              0.65825              0.255                  0.01                0.375             ...
0.5935                  0.01                   0.5              0.656                 0.812                   0.5         ...
1                     1                   1              1                 2                 0.8952              0.8509   ...
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of people from indiaNDCG for :1234213...
10                 0.0051compute for 1234213421_0.5_diversified_by_lowlevel_score_continious bikini breakNDCG for :1234213...
0.516625                 0.999        0.715142857        0.856428571                  0.01               0.999            ...
0.7495                0.411               0.7495               0.01                0.999               0.3175             ...
10                 0.8567              0.8925       2.2972top-k                 A-NDCG, A=+Divrank                 1      ...
0.749666667                 0.01                0.1925        0.131666667                0.812                  0.01      ...
0.59575               0.50225               0.42           0.50225                 0.999        0.253333333           0.59...
0.01             0.6516                 0.687will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_123421342...
0.5498                 0.999              0.1925             0.7494                 0.083              0.3175             ...
7                0.0527                 8                 0.056                 9                0.0526               10  ...
0.01                  0.01                0.01               0.01                 0.999               0.791        0.54166...
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of children 4original              ideal       ...
8                 0.7959              0.817        2.2893                 9                  0.796             0.8237     ...
0.10125                  0.01        0.749666667            0.65825                   0.5                0.812        0.74...
0.3538                  0.01             0.40875              0.01                 0.999                0.01              ...
0.131666667                  0.01               0.625will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1...
0.6764                 0.999               0.812              0.083                  0.01                0.01        0.131...
3                 0.1111                4                 0.1067                5                 0.1069                6 ...
0.2078             0.1125                  0.999              0.295                0.999                0.625compute for 1...
0.255                  0.01               0.1925            0.25725                 0.156                 0.01            ...
2                  0.918             0.9495        1.5117                3                 0.8554             0.9053      ...
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach babesNDCG for :1234213421_0.5_diversified_by_low...
10                0.0189compute for 1234213421_0.5_diversified_by_titletags_score_continious tennis picsNDCG for :12342134...
0.5286                 0.01                 0.01             0.379                0.812                 0.01             0...
0.34625               0.34625              0.34625        0.339666667                 0.999                0.812          ...
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Ndcg

  1. 1. [Console output redirected to file:e:ndcg.txt]do alpha: 0.5compute for 1234213421_0.5_diversified_by_titletags_score_continious photography myrtle beachNDCG for :1234213421_0.5_diversified_by_titletags_score_continious photography myrtle beach 1original ideal diverse 0.315 0.999 0.315 0.062142857 0.01 0.85875 0.01 0.5045 0.3175 0.114285714 0.999 0.5045 0.1325 0.01 0.625 0.114285714 0.1325 0.01 0.01 0.999 0.687 0.15 0.01 0.625 0.237857143 0.936666667 0.820714286 0.062142857 0.01 0.812compute for 1234213421_0.5_diversified_by_titletags_score_continious female surfing photosNDCG for :1234213421_0.5_diversified_by_titletags_score_continious female surfing photos 1original ideal diverse 0.16375 0.7495 0.16375 0.656 0.01 0.375 0.5268 0.999 0.5 0.01 0.01 0.329 0.329 0.4375 0.625 0.01 0.812 0.5 0.16375 0.01 0.625 0.28375 0.812 0.5 0.16375 0.01 0.687 0.4538 0.812 0.5compute for 1234213421_0.5_diversified_by_titletags_score_continious japan kimonoNDCG for :1234213421_0.5_diversified_by_titletags_score_continious japan kimono 1original ideal diverse 0.131666667 0.131666667 0.131666667 0.255 0.999 0.375 0.215 0.01 0.1925 0.3175 0.999 0.01 0.255 0.56475 0.01 0.131666667 0.01 0.01 0.01 0.999 0.3175 0.255 0.01 0.3175 0.3175 0.812 0.01 0.34625 0.01 0.01compute for 1234213421_0.5_diversified_by_titletags_score_continious picture of a recording studioNDCG for :1234213421_0.5_diversified_by_titletags_score_continious picture of a recording studio 1original ideal diverse 0.166428571 0.812 0.166428571 0.625 0.01 0.1925
  2. 2. 0.01 0.999 0.01 0.874333333 0.01 0.874333333 0.625 0.43975 0.3175 0.5 0.874333333 0.1925 0.1925 0.01 0.375 0.43975 0.874333333 0.1925 0.874333333 0.062142857 0.375 0.50225 0.874333333 0.01will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_1.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8975 0.8815 1.5834 3 0.8564 0.8392 1.8744 4 0.8425 0.8327 2.0592 5 0.8208 0.815 2.1743 6 0.8087 0.8071 2.2425 7 0.7982 0.797 2.2947 8 0.7913 0.79 2.3244 9 0.787 0.7852 2.3469 10 0.7841 0.7824 2.3594top-k A-NDCG, A=+Divrank 1 0 2 -0.016 3 -0.0172 4 -0.0098 5 -0.0058 6 -0.0016 7 -0.0012 8 -0.0013 9 -0.0018 10 -0.0017compute for 1234213421_0.5_diversified_by_jointprobability_score_continious photography myrtle beachNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious photography myrtle beach 1original ideal diverse 0.315 0.999 0.315 0.062142857 0.01 0.895 0.01 0.5045 0.812 0.114285714 0.999 0.999 0.1325 0.01 0.01 0.114285714 0.1325 0.79625 0.01 0.999 0.5045 0.15 0.01 0.5 0.237857143 0.936666667 0.01 0.062142857 0.01 0.687compute for 1234213421_0.5_diversified_by_jointprobability_score_continious female surfing photosNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious female surfing photos 1original ideal diverse
  3. 3. 0.16375 0.7495 0.16375 0.656 0.01 0.625 0.5268 0.999 0.1925 0.01 0.01 0.28375 0.329 0.4375 0.625 0.01 0.812 0.625 0.16375 0.01 0.1925 0.28375 0.812 0.625 0.16375 0.01 0.625 0.4538 0.812 0.25725compute for 1234213421_0.5_diversified_by_jointprobability_score_continious japan kimonoNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious japan kimono 1original ideal diverse 0.131666667 0.131666667 0.131666667 0.255 0.999 0.1925 0.215 0.01 0.5 0.3175 0.999 0.625 0.255 0.56475 0.01 0.131666667 0.01 0.1925 0.01 0.999 0.3175 0.255 0.01 0.1925 0.3175 0.812 0.1925 0.34625 0.01 0.1925compute for 1234213421_0.5_diversified_by_jointprobability_score_continious picture of a recording studioNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious picture of a recording studio 1original ideal diverse 0.166428571 0.812 0.166428571 0.625 0.01 0.1925 0.01 0.999 0.625 0.874333333 0.01 0.625 0.625 0.43975 0.1925 0.5 0.874333333 0.541666667 0.1925 0.01 0.1925 0.43975 0.874333333 0.01 0.874333333 0.062142857 0.01 0.50225 0.874333333 0.01will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_1top-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8975 0.887 1.5834 3 0.8564 0.8654 1.8744 4 0.8425 0.8424 2.0592 5 0.8208 0.8445 2.1743 6 0.8087 0.8333 2.2425 7 0.7982 0.823 2.2947 8 0.7913 0.818 2.3244 9 0.787 0.8162 2.3469 10 0.7841 0.8135 2.3594
  4. 4. top-k A-NDCG, A=+Divrank 1 0 2 -0.0105 3 0.009 4 -1.00E-04 5 0.0237 6 0.0246 7 0.0248 8 0.0267 9 0.0292 10 0.0294compute for 1234213421_0.5_diversified_by_lowlevel_score_continious photography myrtle beachNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious photography myrtle beach 1original ideal diverse 0.315 0.999 0.315 0.062142857 0.01 0.999 0.01 0.5045 0.812 0.114285714 0.999 0.5 0.1325 0.01 0.820714286 0.114285714 0.1325 0.055625 0.01 0.999 0.01 0.15 0.01 0.5 0.237857143 0.936666667 0.687 0.062142857 0.01 0.5045compute for 1234213421_0.5_diversified_by_lowlevel_score_continious female surfing photosNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious female surfing photos 1original ideal diverse 0.16375 0.7495 0.16375 0.656 0.01 0.375 0.5268 0.999 0.625 0.01 0.01 0.43975 0.329 0.4375 0.812 0.01 0.812 0.01 0.16375 0.01 0.812 0.28375 0.812 0.812 0.16375 0.01 0.625 0.4538 0.812 0.5compute for 1234213421_0.5_diversified_by_lowlevel_score_continious japan kimonoNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious japan kimono 1original ideal diverse 0.131666667 0.131666667 0.131666667 0.255 0.999 0.375 0.215 0.01 0.375 0.3175 0.999 0.3175 0.255 0.56475 0.5 0.131666667 0.01 0.01
  5. 5. 0.01 0.999 0.65825 0.255 0.01 0.375 0.3175 0.812 0.5 0.34625 0.01 0.1925compute for 1234213421_0.5_diversified_by_lowlevel_score_continious picture of a recording studioNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious picture of a recording studio 1original ideal diverse 0.166428571 0.812 0.166428571 0.625 0.01 0.01 0.01 0.999 0.375 0.874333333 0.01 0.01 0.625 0.43975 0.1925 0.5 0.874333333 0.5 0.1925 0.01 0.625 0.43975 0.874333333 0.1925 0.874333333 0.062142857 0.1925 0.50225 0.874333333 0.01will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_1.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8975 0.8949 1.5834 3 0.8564 0.8643 1.8744 4 0.8425 0.8317 2.0592 5 0.8208 0.8152 2.1743 6 0.8087 0.8226 2.2425 7 0.7982 0.8233 2.2947 8 0.7913 0.8179 2.3244 9 0.787 0.8128 2.3469 10 0.7841 0.8101 2.3594top-k A-NDCG, A=+Divrank 1 0 2 -0.0026 3 0.0079 4 -0.0108 5 -0.0056 6 0.0139 7 0.0251 8 0.0266 9 0.0258 10 0.026compute for 1234213421_0.5_diversified_by_titletags_score_continious bikini breakNDCG for :1234213421_0.5_diversified_by_titletags_score_continious bikini break 2original ideal diverse 0.458333333 0.458333333 0.458333333 0.874333333 0.999 0.5 0.791 0.01 0.375 0.34625 0.874333333 0.01
  6. 6. 0.5935 0.01 0.5 0.656 0.812 0.5 0.34625 0.01 0.375 0.541666667 0.874333333 0.56475 0.874333333 0.1925 0.1925 0.458333333 0.874333333 0.656compute for 1234213421_0.5_diversified_by_titletags_score_continious photos of disco nightNDCG for :1234213421_0.5_diversified_by_titletags_score_continious photos of disco night 2original ideal diverse 0.4268 0.01 0.4268 0.133 0.999 0.5 0.01 0.5045 0.3175 0.131666667 0.01 0.1925 0.563833333 0.999 0.01 0.133 0.131666667 0.5 0.133 0.999 0.01 0.133 0.01 0.01 0.402 0.999 0.1925 0.10125 0.01 0.1925compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of people from indiaNDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of people from india 2original ideal diverse 0.5335 0.01 0.5335 0.202142857 0.999 0.625 0.01 0.5045 0.5 0.01 0.01 0.812 0.295 0.999 0.375 0.483428571 0.114285714 0.999 0.316125 0.999 0.5045 0.114285714 0.01 0.625 0.070833333 0.812 0.625 0.522166667 0.01 0.812compute for 1234213421_0.5_diversified_by_titletags_score_continious sitting on boysNDCG for :1234213421_0.5_diversified_by_titletags_score_continious sitting on boys 2original ideal diverse 0.432571429 0.750857143 0.432571429 0.5335 0.01 0.375 0.516625 0.999 0.516625 0.856428571 0.01 0.1925 0.50225 0.999 0.5 0.255571429 0.1925 0.812 0.547875 0.999 0.3175 0.804285714 0.01 0.625 0.85875 0.5 0.999 0.663 0.999 0.5will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_2.txttop-k A-NDCG, A= Div-Rank Ideal
  7. 7. 1 1 1 1 2 0.8952 0.8509 1.5725 3 0.8467 0.793 1.8797 4 0.8323 0.7857 2.0463 5 0.8076 0.7623 2.1801 6 0.7974 0.7581 2.2488 7 0.7852 0.7476 2.3019 8 0.7781 0.741 2.3348 9 0.7735 0.7388 2.3581 10 0.7705 0.736 2.3714top-k A-NDCG, A=+Divrank 1 0 2 -0.0443 3 -0.0537 4 -0.0466 5 -0.0453 6 -0.0393 7 -0.0376 8 -0.0371 9 -0.0347 10 -0.0345compute for 1234213421_0.5_diversified_by_jointprobability_score_continious bikini breakNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious bikini break 2original ideal diverse 0.458333333 0.458333333 0.458333333 0.874333333 0.999 0.874333333 0.791 0.01 0.5 0.34625 0.874333333 0.375 0.5935 0.01 0.812 0.656 0.812 0.375 0.34625 0.01 0.687 0.541666667 0.874333333 0.375 0.874333333 0.1925 0.375 0.458333333 0.874333333 0.5compute for 1234213421_0.5_diversified_by_jointprobability_score_continious photos of disco nightNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious photos of disco night 2original ideal diverse 0.4268 0.01 0.4268 0.133 0.999 0.3538 0.01 0.5045 0.5 0.131666667 0.01 0.01 0.563833333 0.999 0.5 0.133 0.131666667 0.01 0.133 0.999 0.5 0.133 0.01 0.10125 0.402 0.999 0.01 0.10125 0.01 0.133
  8. 8. compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of people from indiaNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of people from india 2original ideal diverse 0.5335 0.01 0.5335 0.202142857 0.999 0.608285714 0.01 0.5045 0.3175 0.01 0.01 0.5 0.295 0.999 0.173333333 0.483428571 0.114285714 0.01 0.316125 0.999 0.812 0.114285714 0.01 0.3175 0.070833333 0.812 0.1925 0.522166667 0.01 0.01compute for 1234213421_0.5_diversified_by_jointprobability_score_continious sitting on boysNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious sitting on boys 2original ideal diverse 0.432571429 0.750857143 0.432571429 0.5335 0.01 0.625 0.516625 0.999 0.999 0.856428571 0.01 0.999 0.50225 0.999 0.375 0.255571429 0.1925 0.625 0.547875 0.999 0.625 0.804285714 0.01 0.812 0.85875 0.5 0.432555556 0.663 0.999 0.812will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_2top-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8952 0.8768 1.5725 3 0.8467 0.8383 1.8797 4 0.8323 0.8236 2.0463 5 0.8076 0.8037 2.1801 6 0.7974 0.7978 2.2488 7 0.7852 0.7895 2.3019 8 0.7781 0.7831 2.3348 9 0.7735 0.7782 2.3581 10 0.7705 0.7756 2.3714top-k A-NDCG, A=+Divrank 1 0 2 -0.0184 3 -0.0084 4 -0.0087 5 -0.0039 6 4.00E-04 7 0.0043 8 0.005 9 0.0047
  9. 9. 10 0.0051compute for 1234213421_0.5_diversified_by_lowlevel_score_continious bikini breakNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious bikini break 2original ideal diverse 0.458333333 0.458333333 0.458333333 0.874333333 0.999 0.5 0.791 0.01 0.656 0.34625 0.874333333 0.874333333 0.5935 0.01 0.625 0.656 0.812 0.1925 0.34625 0.01 0.1925 0.541666667 0.874333333 0.5 0.874333333 0.1925 0.625 0.458333333 0.874333333 0.687compute for 1234213421_0.5_diversified_by_lowlevel_score_continious photos of disco nightNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious photos of disco night 2original ideal diverse 0.4268 0.01 0.4268 0.133 0.999 0.3538 0.01 0.5045 0.812 0.131666667 0.01 0.2808 0.563833333 0.999 0.1925 0.133 0.131666667 0.5516 0.133 0.999 0.1925 0.133 0.01 0.375 0.402 0.999 0.999 0.10125 0.01 0.01compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of people from indiaNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of people from india 2original ideal diverse 0.5335 0.01 0.5335 0.202142857 0.999 0.625 0.01 0.5045 0.999 0.01 0.01 0.554857143 0.295 0.999 0.01 0.483428571 0.114285714 0.295 0.316125 0.999 0.375 0.114285714 0.01 0.01 0.070833333 0.812 0.375 0.522166667 0.01 0.625compute for 1234213421_0.5_diversified_by_lowlevel_score_continious sitting on boysNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious sitting on boys 2original ideal diverse 0.432571429 0.750857143 0.432571429 0.5335 0.01 0.812
  10. 10. 0.516625 0.999 0.715142857 0.856428571 0.01 0.999 0.50225 0.999 0.999 0.255571429 0.1925 0.999 0.547875 0.999 0.812 0.804285714 0.01 0.812 0.85875 0.5 0.1925 0.663 0.999 0.625will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_2.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8952 0.8672 1.5725 3 0.8467 0.8378 1.8797 4 0.8323 0.8237 2.0463 5 0.8076 0.8123 2.1801 6 0.7974 0.8069 2.2488 7 0.7852 0.7973 2.3019 8 0.7781 0.7918 2.3348 9 0.7735 0.796 2.3581 10 0.7705 0.7944 2.3714top-k A-NDCG, A=+Divrank 1 0 2 -0.028 3 -0.0089 4 -0.0086 5 0.0047 6 0.0095 7 0.0121 8 0.0137 9 0.0225 10 0.0239compute for 1234213421_0.5_diversified_by_titletags_score_continious big tit matureNDCG for :1234213421_0.5_diversified_by_titletags_score_continious big tit mature 3original ideal diverse 0.01 0.01 0.01 0.42 0.999 0.812 0.59575 0.50225 0.625 0.50225 0.999 0.01 0.59575 0.01 0.5 0.625 0.131666667 0.812 0.749666667 0.999 0.999 0.65825 0.01 0.999 0.42 0.999 0.01 0.59575 0.01 0.812compute for 1234213421_0.5_diversified_by_titletags_score_continious mark childNDCG for :1234213421_0.5_diversified_by_titletags_score_continious mark child 3original ideal diverse
  11. 11. 0.7495 0.411 0.7495 0.01 0.999 0.3175 0.01 0.01 0.01 0.01 0.999 0.625 0.25725 0.01 0.5 0.01 0.8494 0.687 0.59575 0.01 0.1925 0.75175 0.999 0.3175 0.669333333 0.10125 0.3175 0.5286 0.999 0.5gain at 2=1.0318416116172648compute for 1234213421_0.5_diversified_by_titletags_score_continious ethiopianNDCG for :1234213421_0.5_diversified_by_titletags_score_continious ethiopian 3original ideal diverse 0.255 0.255 0.255 0.253333333 0.999 0.999 0.999 0.01 0.375 0.131666667 0.999 0.1925 0.749666667 0.01 0.625 0.131666667 0.812 0.625 0.999 0.01 0.1925 0.131666667 0.999 0.1925 0.874333333 0.50225 0.1925 0.01 0.01 0.5compute for 1234213421_0.5_diversified_by_titletags_score_continious picture frame home craftsNDCG for :1234213421_0.5_diversified_by_titletags_score_continious picture frame home crafts 3original ideal diverse 0.01 0.625 0.01 0.131666667 0.01 0.3175 0.352 0.687 0.5 0.329 0.01 0.01 0.6016 0.329 0.6016 0.01 0.6764 0.1925 0.452 0.01 0.01 0.01 0.6764 0.10125 0.01 0.01 0.01 0.01 0.6516 0.01will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_3.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.9164 0.9667 1.547 3 0.9118 0.9464 1.8369 4 0.8865 0.9318 2.0026 5 0.8756 0.917 2.1201 6 0.8642 0.908 2.1856 7 0.8643 0.9038 2.2326 8 0.8608 0.8981 2.2637 9 0.8585 0.8956 2.2844
  12. 12. 10 0.8567 0.8925 2.2972top-k A-NDCG, A=+Divrank 1 0 2 0.0503 3 0.0346 4 0.0453 5 0.0414 6 0.0438 7 0.0395 8 0.0373 9 0.0371 10 0.0358compute for 1234213421_0.5_diversified_by_jointprobability_score_continious big tit matureNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious big tit mature 3original ideal diverse 0.01 0.01 0.01 0.42 0.999 0.01 0.59575 0.50225 0.56475 0.50225 0.999 0.42 0.59575 0.01 0.625 0.625 0.131666667 0.999 0.749666667 0.999 0.01 0.65825 0.01 0.1925 0.42 0.999 0.50225 0.59575 0.01 0.01compute for 1234213421_0.5_diversified_by_jointprobability_score_continious mark childNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious mark child 3original ideal diverse 0.7495 0.411 0.7495 0.01 0.999 0.1925 0.01 0.01 0.8494 0.01 0.999 0.812 0.25725 0.01 0.75175 0.01 0.8494 0.01 0.59575 0.01 0.1925 0.75175 0.999 0.7495 0.669333333 0.10125 0.5 0.5286 0.999 0.812gain at 2=1.0318416116172648compute for 1234213421_0.5_diversified_by_jointprobability_score_continious ethiopianNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious ethiopian 3original ideal diverse 0.255 0.255 0.255 0.253333333 0.999 0.1925 0.999 0.01 0.999 0.131666667 0.999 0.5
  13. 13. 0.749666667 0.01 0.1925 0.131666667 0.812 0.01 0.999 0.01 0.5 0.131666667 0.999 0.375 0.874333333 0.50225 0.375 0.01 0.01 0.812compute for 1234213421_0.5_diversified_by_jointprobability_score_continious picture frame home craftsNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious picture frame home crafts 3original ideal diverse 0.01 0.625 0.01 0.131666667 0.01 0.01 0.352 0.687 0.5 0.329 0.01 0.01 0.6016 0.329 0.1925 0.01 0.6764 0.25725 0.452 0.01 0.1925 0.01 0.6764 0.452 0.01 0.01 0.01 0.01 0.6516 0.625will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_3top-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.9164 0.8836 1.547 3 0.9118 0.9068 1.8369 4 0.8865 0.8852 2.0026 5 0.8756 0.8646 2.1201 6 0.8642 0.8787 2.1856 7 0.8643 0.8729 2.2326 8 0.8608 0.8672 2.2637 9 0.8585 0.8627 2.2844 10 0.8567 0.8627 2.2972top-k A-NDCG, A=+Divrank 1 0 2 -0.0328 3 -0.005 4 -0.0013 5 -0.011 6 0.0145 7 0.0086 8 0.0064 9 0.0042 10 0.006compute for 1234213421_0.5_diversified_by_lowlevel_score_continious big tit matureNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious big tit mature 3original ideal diverse 0.01 0.01 0.01 0.42 0.999 0.50225
  14. 14. 0.59575 0.50225 0.42 0.50225 0.999 0.253333333 0.59575 0.01 0.687 0.625 0.131666667 0.999 0.749666667 0.999 0.1925 0.65825 0.01 0.812 0.42 0.999 0.01 0.59575 0.01 0.541666667compute for 1234213421_0.5_diversified_by_lowlevel_score_continious mark childNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious mark child 3original ideal diverse 0.7495 0.411 0.7495 0.01 0.999 0.8494 0.01 0.01 0.3175 0.01 0.999 0.01 0.25725 0.01 0.999 0.01 0.8494 0.01 0.59575 0.01 0.01 0.75175 0.999 0.5 0.669333333 0.10125 0.999 0.5286 0.999 0.687gain at 2=1.0318416116172648compute for 1234213421_0.5_diversified_by_lowlevel_score_continious ethiopianNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious ethiopian 3original ideal diverse 0.255 0.255 0.255 0.253333333 0.999 0.1925 0.999 0.01 0.999 0.131666667 0.999 0.1925 0.749666667 0.01 0.1925 0.131666667 0.812 0.1925 0.999 0.01 0.01 0.131666667 0.999 0.999 0.874333333 0.50225 0.01 0.01 0.01 0.1925compute for 1234213421_0.5_diversified_by_lowlevel_score_continious picture frame home craftsNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious picture frame home crafts 3original ideal diverse 0.01 0.625 0.01 0.131666667 0.01 0.625 0.352 0.687 0.01 0.329 0.01 0.01 0.6016 0.329 0.3175 0.01 0.6764 0.173333333 0.452 0.01 0.01 0.01 0.6764 0.3175 0.01 0.01 0.01
  15. 15. 0.01 0.6516 0.687will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_3.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.9164 0.9156 1.547 3 0.9118 0.9165 1.8369 4 0.8865 0.9046 2.0026 5 0.8756 0.893 2.1201 6 0.8642 0.8962 2.1856 7 0.8643 0.8897 2.2326 8 0.8608 0.8943 2.2637 9 0.8585 0.8939 2.2844 10 0.8567 0.8936 2.2972top-k A-NDCG, A=+Divrank 1 0 2 -8.00E-04 3 0.0047 4 0.0181 5 0.0174 6 0.032 7 0.0254 8 0.0335 9 0.0354 10 0.0369compute for 1234213421_0.5_diversified_by_titletags_score_continious fun summer picturesNDCG for :1234213421_0.5_diversified_by_titletags_score_continious fun summer pictures 4original ideal diverse 0.9242 0.8494 0.9242 0.7746 0.01 0.999 0.8494 0.999 0.625 0.708 0.01 0.999 0.999 0.999 0.01 0.206 0.1925 0.1925 0.01 0.5045 0.5 0.999 0.01 0.1925 0.01 0.999 0.01 0.999 0.01 0.812compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of childrenNDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of children 4original ideal diverse 0.5268 0.3308 0.5268 0.206 0.999 0.999 0.575 0.01 0.565333333 0.5268 0.999 0.3175 0.565333333 0.01 0.1925 0.4998 0.812 0.687 0.338166667 0.01 0.01
  16. 16. 0.5498 0.999 0.1925 0.7494 0.083 0.3175 0.01 0.999 0.999compute for 1234213421_0.5_diversified_by_titletags_score_continious beach cartoonNDCG for :1234213421_0.5_diversified_by_titletags_score_continious beach cartoon 4original ideal diverse 0.255 0.255 0.255 0.083 0.812 0.375 0.2808 0.01 0.5 0.16375 0.812 0.206 0.5015 0.01 0.5 0.375 0.6746 0.01 0.452 0.01 0.01 0.475 0.625 0.543166667 0.352 0.01 0.375 0.6746 0.543166667 0.5compute for 1234213421_0.5_diversified_by_titletags_score_continious cartoon party picturesNDCG for :1234213421_0.5_diversified_by_titletags_score_continious cartoon party pictures 4original ideal diverse 0.01 0.01 0.01 0.01 0.999 0.01 0.541666667 0.5 0.812 0.01 0.999 0.01 0.791 0.01 0.01 0.10125 0.874333333 0.1925 0.01 0.01 0.5 0.01 0.999 0.3175 0.01 0.055625 0.1925 0.01 0.999 0.5will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_4.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8793 0.8807 1.5563 3 0.8429 0.8732 1.8497 4 0.8095 0.8484 2.0215 5 0.8021 0.856 2.1407 6 0.8 0.8546 2.2115 7 0.8026 0.8553 2.2583 8 0.7959 0.8519 2.2893 9 0.796 0.8486 2.3117 10 0.7955 0.849 2.3251top-k A-NDCG, A=+Divrank 1 0 2 0.0014 3 0.0303 4 0.0389 5 0.0539 6 0.0546
  17. 17. 7 0.0527 8 0.056 9 0.0526 10 0.0535compute for 1234213421_0.5_diversified_by_jointprobability_score_continious fun summer picturesNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious fun summer pictures 4original ideal diverse 0.9242 0.8494 0.9242 0.7746 0.01 0.5045 0.8494 0.999 0.206 0.708 0.01 0.7994 0.999 0.999 0.625 0.206 0.1925 0.812 0.01 0.5045 0.375 0.999 0.01 0.999 0.01 0.999 0.375 0.999 0.01 0.812compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of childrenNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of children 4original ideal diverse 0.5268 0.3308 0.5268 0.206 0.999 0.625 0.575 0.01 0.1925 0.5268 0.999 0.5268 0.565333333 0.01 0.01 0.4998 0.812 0.01 0.338166667 0.01 0.812 0.5498 0.999 0.3175 0.7494 0.083 0.62475 0.01 0.999 0.5compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beach cartoonNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beach cartoon 4original ideal diverse 0.255 0.255 0.255 0.083 0.812 0.1925 0.2808 0.01 0.5 0.16375 0.812 0.01 0.5015 0.01 0.01 0.375 0.6746 0.1925 0.452 0.01 0.01 0.475 0.625 0.625 0.352 0.01 0.5015 0.6746 0.543166667 0.01compute for 1234213421_0.5_diversified_by_jointprobability_score_continious cartoon party picturesNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious cartoon party pictures 4original ideal diverse
  18. 18. 0.01 0.01 0.01 0.01 0.999 0.791 0.541666667 0.5 0.625 0.01 0.999 0.999 0.791 0.01 0.5 0.10125 0.874333333 0.01 0.01 0.01 0.01 0.01 0.999 0.999 0.01 0.055625 0.1925 0.01 0.999 0.01will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_4top-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8793 0.9134 1.5563 3 0.8429 0.8978 1.8497 4 0.8095 0.8833 2.0215 5 0.8021 0.8686 2.1407 6 0.8 0.8628 2.2115 7 0.8026 0.8601 2.2583 8 0.7959 0.8614 2.2893 9 0.796 0.8581 2.3117 10 0.7955 0.8555 2.3251top-k A-NDCG, A=+Divrank 1 0 2 0.0341 3 0.0549 4 0.0738 5 0.0665 6 0.0628 7 0.0575 8 0.0655 9 0.0621 10 0.06compute for 1234213421_0.5_diversified_by_lowlevel_score_continious fun summer picturesNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious fun summer pictures 4original ideal diverse 0.9242 0.8494 0.9242 0.7746 0.01 0.625 0.8494 0.999 0.999 0.708 0.01 0.9242 0.999 0.999 0.5 0.206 0.1925 0.812 0.01 0.5045 0.5 0.999 0.01 0.625 0.01 0.999 0.01 0.999 0.01 0.625compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of children
  19. 19. NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of children 4original ideal diverse 0.5268 0.3308 0.5268 0.206 0.999 0.625 0.575 0.01 0.01 0.5268 0.999 0.625 0.565333333 0.01 0.1925 0.4998 0.812 0.687 0.338166667 0.01 0.1925 0.5498 0.999 0.999 0.7494 0.083 0.999 0.01 0.999 0.687compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach cartoonNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beach cartoon 4original ideal diverse 0.255 0.255 0.255 0.083 0.812 0.3175 0.2808 0.01 0.375 0.16375 0.812 0.375 0.5015 0.01 0.5 0.375 0.6746 0.3538 0.452 0.01 0.5 0.475 0.625 0.375 0.352 0.01 0.01 0.6746 0.543166667 0.5compute for 1234213421_0.5_diversified_by_lowlevel_score_continious cartoon party picturesNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious cartoon party pictures 4original ideal diverse 0.01 0.01 0.01 0.01 0.999 0.01 0.541666667 0.5 0.01 0.01 0.999 0.999 0.791 0.01 0.01 0.10125 0.874333333 0.999 0.01 0.01 0.01 0.01 0.999 0.01 0.01 0.055625 0.01 0.01 0.999 0.01will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_4.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8793 0.8695 1.5563 3 0.8429 0.8346 1.8497 4 0.8095 0.8439 2.0215 5 0.8021 0.8264 2.1407 6 0.8 0.8278 2.2115 7 0.8026 0.8194 2.2583
  20. 20. 8 0.7959 0.817 2.2893 9 0.796 0.8237 2.3117 10 0.7955 0.8203 2.3251top-k A-NDCG, A=+Divrank 1 0 2 -0.0098 3 -0.0083 4 0.0344 5 0.0243 6 0.0278 7 0.0168 8 0.0211 9 0.0277 10 0.0248compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of satanNDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of satan 5original ideal diverse 0.01 0.625 0.01 0.3538 0.01 0.01 0.01 0.999 0.01 0.01 0.01 0.5268 0.083 0.999 0.3175 0.279 0.173333333 0.1925 0.01 0.8494 0.1925 0.01 0.01 0.1925 0.01 0.812 0.01 0.083 0.01 0.01compute for 1234213421_0.5_diversified_by_titletags_score_continious monica martin photosNDCG for :1234213421_0.5_diversified_by_titletags_score_continious monica martin photos 5original ideal diverse 0.452 0.4768 0.452 0.7095 0.999 0.6764 0.7264 0.01 0.7095 0.6764 0.999 0.01 0.083 0.01 0.01 0.131666667 0.9242 0.3175 0.7994 0.01 0.5 0.5268 0.999 0.5625 0.131666667 0.083 0.1925 0.541666667 0.7246 0.01compute for 1234213421_0.5_diversified_by_titletags_score_continious birthday partiesNDCG for :1234213421_0.5_diversified_by_titletags_score_continious birthday parties 5original ideal diverse 0.9055 0.9055 0.9055 0.749666667 0.01 0.625 0.7994 0.999 0.812
  21. 21. 0.10125 0.01 0.749666667 0.65825 0.5 0.812 0.749666667 0.999 0.625 0.275833333 0.01 0.812 0.9055 0.999 0.999 0.1925 0.10125 0.999 0.16375 0.7264 0.999compute for 1234213421_0.5_diversified_by_titletags_score_continious comic womanNDCG for :1234213421_0.5_diversified_by_titletags_score_continious comic woman 5original ideal diverse 0.253333333 0.50225 0.253333333 0.01 0.999 0.01 0.131666667 0.01 0.625 0.50225 0.01 0.43975 0.01 0.874333333 0.375 0.01 0.131666667 0.5 0.131666667 0.812 0.5 0.01 0.01 0.375 0.131666667 0.7495 0.375 0.131666667 0.01 0.5will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_5.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.9216 0.9081 1.515 3 0.8382 0.8402 1.8522 4 0.834 0.841 2.0269 5 0.8177 0.8193 2.1555 6 0.8077 0.8074 2.2245 7 0.7991 0.7947 2.2772 8 0.7921 0.7877 2.3084 9 0.7889 0.7823 2.3311 10 0.7865 0.7794 2.3444top-k A-NDCG, A=+Divrank 1 0 2 -0.0135 3 0.002 4 0.007 5 0.0016 6 -3.00E-04 7 -0.0044 8 -0.0044 9 -0.0066 10 -0.0071compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of satanNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of satan 5original ideal diverse 0.01 0.625 0.01
  22. 22. 0.3538 0.01 0.40875 0.01 0.999 0.01 0.01 0.01 0.1925 0.083 0.999 0.3175 0.279 0.173333333 0.812 0.01 0.8494 0.01 0.01 0.01 0.01 0.01 0.812 0.01 0.083 0.01 0.01compute for 1234213421_0.5_diversified_by_jointprobability_score_continious monica martin photosNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious monica martin photos 5original ideal diverse 0.452 0.4768 0.452 0.7095 0.999 0.3175 0.7264 0.01 0.999 0.6764 0.999 0.01 0.083 0.01 0.3175 0.131666667 0.9242 0.770333333 0.7994 0.01 0.625 0.5268 0.999 0.812 0.131666667 0.083 0.812 0.541666667 0.7246 0.812compute for 1234213421_0.5_diversified_by_jointprobability_score_continious birthday partiesNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious birthday parties 5original ideal diverse 0.9055 0.9055 0.9055 0.749666667 0.01 0.999 0.7994 0.999 0.7994 0.10125 0.01 0.625 0.65825 0.5 0.5 0.749666667 0.999 0.01 0.275833333 0.01 0.812 0.9055 0.999 0.625 0.1925 0.10125 0.843 0.16375 0.7264 0.812compute for 1234213421_0.5_diversified_by_jointprobability_score_continious comic womanNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious comic woman 5original ideal diverse 0.253333333 0.50225 0.253333333 0.01 0.999 0.43975 0.131666667 0.01 0.5 0.50225 0.01 0.01 0.01 0.874333333 0.375 0.01 0.131666667 0.625 0.131666667 0.812 0.812 0.01 0.01 0.40875 0.131666667 0.7495 0.625
  23. 23. 0.131666667 0.01 0.625will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_5top-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.9216 0.9118 1.515 3 0.8382 0.8571 1.8522 4 0.834 0.8512 2.0269 5 0.8177 0.8267 2.1555 6 0.8077 0.8472 2.2245 7 0.7991 0.8398 2.2772 8 0.7921 0.8336 2.3084 9 0.7889 0.8283 2.3311 10 0.7865 0.8249 2.3444top-k A-NDCG, A=+Divrank 1 0 2 -0.0098 3 0.0189 4 0.0172 5 0.009 6 0.0395 7 0.0407 8 0.0415 9 0.0394 10 0.0384compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of satanNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of satan 5original ideal diverse 0.01 0.625 0.01 0.3538 0.01 0.999 0.01 0.999 0.5 0.01 0.01 0.625 0.083 0.999 0.01 0.279 0.173333333 0.01 0.01 0.8494 0.1925 0.01 0.01 0.01 0.01 0.812 0.1925 0.083 0.01 0.083gain at 2=1.0781621446286547gain at 3=1.0300158113287428gain at 4=1.0084112259998785gain at 5=1.0006129273372075compute for 1234213421_0.5_diversified_by_lowlevel_score_continious monica martin photosNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious monica martin photos 5original ideal diverse 0.452 0.4768 0.452 0.7095 0.999 0.770333333 0.7264 0.01 0.01
  24. 24. 0.6764 0.999 0.812 0.083 0.01 0.01 0.131666667 0.9242 0.812 0.7994 0.01 0.01 0.5268 0.999 0.01 0.131666667 0.083 0.01 0.541666667 0.7246 0.625compute for 1234213421_0.5_diversified_by_lowlevel_score_continious birthday partiesNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious birthday parties 5original ideal diverse 0.9055 0.9055 0.9055 0.749666667 0.01 0.625 0.7994 0.999 0.01 0.10125 0.01 0.999 0.65825 0.5 0.625 0.749666667 0.999 0.3175 0.275833333 0.01 0.812 0.9055 0.999 0.812 0.1925 0.10125 0.812 0.16375 0.7264 0.999compute for 1234213421_0.5_diversified_by_lowlevel_score_continious comic womanNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious comic woman 5original ideal diverse 0.253333333 0.50225 0.253333333 0.01 0.999 0.625 0.131666667 0.01 0.5 0.50225 0.01 0.01 0.01 0.874333333 0.5 0.01 0.131666667 0.01 0.131666667 0.812 0.01 0.01 0.01 0.01 0.131666667 0.7495 0.01 0.131666667 0.01 0.1925will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_5.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.9216 0.9716 1.515 3 0.8382 0.9493 1.8522 4 0.834 0.9407 2.0269 5 0.8177 0.9246 2.1555 6 0.8077 0.9207 2.2245 7 0.7991 0.9127 2.2772 8 0.7921 0.9065 2.3084 9 0.7889 0.9007 2.3311 10 0.7865 0.8983 2.3444top-k A-NDCG, A=+Divrank 1 0 2 0.05
  25. 25. 3 0.1111 4 0.1067 5 0.1069 6 0.113 7 0.1136 8 0.1144 9 0.1118 10 0.1118compute for 1234213421_0.5_diversified_by_titletags_score_continious science lab photosNDCG for :1234213421_0.5_diversified_by_titletags_score_continious science lab photos 6original ideal diverse 0.656 0.375 0.656 0.156 0.812 0.56475 0.255 0.01 0.5045 0.01 0.7185 0.255 0.28375 0.01 0.812 0.411 0.6746 0.01 0.255 0.01 0.5 0.25725 0.156 0.625 0.16375 0.656 0.01 0.255 0.01 0.01gain at 2=1.0136750652507422compute for 1234213421_0.5_diversified_by_titletags_score_continious boy bandNDCG for :1234213421_0.5_diversified_by_titletags_score_continious boy band 6original ideal diverse 0.379 0.4038 0.379 0.3485 0.874333333 0.625 0.5498 0.01 0.625 0.791 0.8494 0.1925 0.687 0.01 0.812 0.083 0.7746 0.5 0.10125 0.01 0.1925 0.5498 0.8494 0.625 0.10125 0.01 0.1925 0.279 0.8494 0.8494compute for 1234213421_0.5_diversified_by_titletags_score_continious beach babesNDCG for :1234213421_0.5_diversified_by_titletags_score_continious beach babes 6original ideal diverse 0.708 0.874333333 0.708 0.645666667 0.01 0.625 0.749666667 0.999 0.999 0.625 0.01 0.01 0.874333333 0.475 0.687 0.295 0.999 0.01 0.295 0.01 0.5045 0.7095 0.999 0.625
  26. 26. 0.2078 0.1125 0.999 0.295 0.999 0.625compute for 1234213421_0.5_diversified_by_titletags_score_continious candid picturesNDCG for :1234213421_0.5_diversified_by_titletags_score_continious candid pictures 6original ideal diverse 0.43975 0.7264 0.43975 0.728666667 0.01 0.625 0.666333333 0.999 0.5268 0.503 0.01 0.5 0.647166667 0.999 0.625 0.6498 0.1925 0.1925 0.563833333 0.999 0.999 0.7095 0.01 0.3175 0.666333333 0.999 0.999 0.7264 0.01 0.1925will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_6.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.918 0.9032 1.5117 3 0.8554 0.8432 1.8188 4 0.8369 0.8498 1.9851 5 0.8145 0.8336 2.0975 6 0.8124 0.8408 2.1618 7 0.8053 0.838 2.2078 8 0.7984 0.8321 2.2365 9 0.7954 0.8337 2.2559 10 0.7924 0.833 2.2684top-k A-NDCG, A=+Divrank 1 0 2 -0.0148 3 -0.0122 4 0.0129 5 0.0191 6 0.0284 7 0.0327 8 0.0337 9 0.0383 10 0.0406compute for 1234213421_0.5_diversified_by_jointprobability_score_continious science lab photosNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious science lab photos 6original ideal diverse 0.656 0.375 0.656 0.156 0.812 0.255 0.255 0.01 0.01 0.01 0.7185 0.625 0.28375 0.01 0.3485 0.411 0.6746 0.5
  27. 27. 0.255 0.01 0.1925 0.25725 0.156 0.01 0.16375 0.656 0.375 0.255 0.01 0.1925gain at 2=1.0136750652507422compute for 1234213421_0.5_diversified_by_jointprobability_score_continious boy bandNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious boy band 6original ideal diverse 0.379 0.4038 0.379 0.3485 0.874333333 0.525 0.5498 0.01 0.1925 0.791 0.8494 0.375 0.687 0.01 0.01 0.083 0.7746 0.812 0.10125 0.01 0.375 0.5498 0.8494 0.5 0.10125 0.01 0.1925 0.279 0.8494 0.625compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beach babesNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beach babes 6original ideal diverse 0.708 0.874333333 0.708 0.645666667 0.01 0.01 0.749666667 0.999 0.01 0.625 0.01 0.625 0.874333333 0.475 0.625 0.295 0.999 0.2078 0.295 0.01 0.812 0.7095 0.999 0.01 0.2078 0.1125 0.01 0.295 0.999 0.812compute for 1234213421_0.5_diversified_by_jointprobability_score_continious candid picturesNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious candid pictures 6original ideal diverse 0.43975 0.7264 0.43975 0.728666667 0.01 0.7095 0.666333333 0.999 0.375 0.503 0.01 0.375 0.647166667 0.999 0.01 0.6498 0.1925 0.812 0.563833333 0.999 0.1925 0.7095 0.01 0.625 0.666333333 0.999 0.812 0.7264 0.01 0.728666667will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_6top-k A-NDCG, A= Div-Rank Ideal 1 1 1 1
  28. 28. 2 0.918 0.9495 1.5117 3 0.8554 0.9053 1.8188 4 0.8369 0.8834 1.9851 5 0.8145 0.8739 2.0975 6 0.8124 0.8746 2.1618 7 0.8053 0.868 2.2078 8 0.7984 0.8644 2.2365 9 0.7954 0.861 2.2559 10 0.7924 0.8594 2.2684top-k A-NDCG, A=+Divrank 1 0 2 0.0315 3 0.0499 4 0.0465 5 0.0594 6 0.0622 7 0.0627 8 0.066 9 0.0656 10 0.067compute for 1234213421_0.5_diversified_by_lowlevel_score_continious science lab photosNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious science lab photos 6original ideal diverse 0.656 0.375 0.656 0.156 0.812 0.625 0.255 0.01 0.1925 0.01 0.7185 0.1925 0.28375 0.01 0.1925 0.411 0.6746 0.3175 0.255 0.01 0.5 0.25725 0.156 0.5 0.16375 0.656 0.375 0.255 0.01 0.3175gain at 2=1.0136750652507422compute for 1234213421_0.5_diversified_by_lowlevel_score_continious boy bandNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious boy band 6original ideal diverse 0.379 0.4038 0.379 0.3485 0.874333333 0.375 0.5498 0.01 0.5 0.791 0.8494 0.01 0.687 0.01 0.1925 0.083 0.7746 0.625 0.10125 0.01 0.6998 0.5498 0.8494 0.375 0.10125 0.01 0.375 0.279 0.8494 0.812
  29. 29. compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach babesNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beach babes 6original ideal diverse 0.708 0.874333333 0.708 0.645666667 0.01 0.5768 0.749666667 0.999 0.625 0.625 0.01 0.687 0.874333333 0.475 0.812 0.295 0.999 0.625 0.295 0.01 0.625 0.7095 0.999 0.812 0.2078 0.1125 0.1925 0.295 0.999 0.01compute for 1234213421_0.5_diversified_by_lowlevel_score_continious candid picturesNDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious candid pictures 6original ideal diverse 0.43975 0.7264 0.43975 0.728666667 0.01 0.999 0.666333333 0.999 0.47125 0.503 0.01 0.375 0.647166667 0.999 0.01 0.6498 0.1925 0.1925 0.563833333 0.999 0.01 0.7095 0.01 0.75175 0.666333333 0.999 0.3175 0.7264 0.01 0.01will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_6.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.918 0.9084 1.5117 3 0.8554 0.8593 1.8188 4 0.8369 0.8424 1.9851 5 0.8145 0.8308 2.0975 6 0.8124 0.8219 2.1618 7 0.8053 0.8152 2.2078 8 0.7984 0.811 2.2365 9 0.7954 0.8089 2.2559 10 0.7924 0.8113 2.2684top-k A-NDCG, A=+Divrank 1 0 2 -0.0096 3 0.0039 4 0.0055 5 0.0163 6 0.0095 7 0.0099 8 0.0126 9 0.0135
  30. 30. 10 0.0189compute for 1234213421_0.5_diversified_by_titletags_score_continious tennis picsNDCG for :1234213421_0.5_diversified_by_titletags_score_continious tennis pics 7original ideal diverse 0.34625 0.01 0.34625 0.01 0.999 0.999 0.5268 0.5045 0.10125 0.255 0.01 0.812 0.10125 0.999 0.375 0.10125 0.10125 0.5 0.10125 0.999 0.01 0.10125 0.01 0.812 0.01 0.999 0.5 0.01 0.7495 0.812compute for 1234213421_0.5_diversified_by_titletags_score_continious little bikiniNDCG for :1234213421_0.5_diversified_by_titletags_score_continious little bikini 7original ideal diverse 0.34625 0.34625 0.34625 0.339666667 0.999 0.749666667 0.42 0.01 0.01 0.339666667 0.999 0.215 0.339666667 0.01 0.3175 0.339666667 0.812 0.5 0.339666667 0.01 0.812 0.131666667 0.999 0.812 0.43975 0.01 0.812 0.50225 0.999 0.01compute for 1234213421_0.5_diversified_by_titletags_score_continious women talksNDCG for :1234213421_0.5_diversified_by_titletags_score_continious women talks 7original ideal diverse 0.206 0.375 0.206 0.5268 0.874333333 0.3175 0.5268 0.01 0.543166667 0.206 0.812 0.3175 0.452 0.01 0.625 0.5015 0.749666667 0.3175 0.543166667 0.01 0.1925 0.4038 0.6516 0.5 0.01 0.01 0.812 0.01 0.7185 0.3175compute for 1234213421_0.5_diversified_by_titletags_score_continious karen hill tribeNDCG for :1234213421_0.5_diversified_by_titletags_score_continious karen hill tribe 7original ideal diverse 0.379 0.379 0.379 0.411 0.999 0.812
  31. 31. 0.5286 0.01 0.01 0.379 0.812 0.01 0.411 0.01 0.625 0.411 0.625 0.625 0.5286 0.01 0.01 0.411 0.625 0.5 0.411 0.01 0.6016 0.379 0.56475 0.999will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_7.txttop-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8946 0.9403 1.5332 3 0.8345 0.9268 1.8507 4 0.8058 0.9111 2.0132 5 0.7765 0.8908 2.1383 6 0.7621 0.8806 2.2023 7 0.7502 0.8783 2.25 8 0.7438 0.8751 2.2781 9 0.7404 0.8728 2.2979 10 0.738 0.8748 2.3101top-k A-NDCG, A=+Divrank 1 0 2 0.0457 3 0.0923 4 0.1053 5 0.1143 6 0.1185 7 0.1281 8 0.1313 9 0.1324 10 0.1368compute for 1234213421_0.5_diversified_by_jointprobability_score_continious tennis picsNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious tennis pics 7original ideal diverse 0.34625 0.01 0.34625 0.01 0.999 0.625 0.5268 0.5045 0.10125 0.255 0.01 0.1925 0.10125 0.999 0.1925 0.10125 0.10125 0.625 0.10125 0.999 0.5 0.10125 0.01 0.01 0.01 0.999 0.1925 0.01 0.7495 0.812compute for 1234213421_0.5_diversified_by_jointprobability_score_continious little bikiniNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious little bikini 7original ideal diverse
  32. 32. 0.34625 0.34625 0.34625 0.339666667 0.999 0.812 0.42 0.01 0.43975 0.339666667 0.999 0.5 0.339666667 0.01 0.65825 0.339666667 0.812 0.375 0.339666667 0.01 0.1925 0.131666667 0.999 0.01 0.43975 0.01 0.812 0.50225 0.999 0.1925compute for 1234213421_0.5_diversified_by_jointprobability_score_continious women talksNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious women talks 7original ideal diverse 0.206 0.375 0.206 0.5268 0.874333333 0.352 0.5268 0.01 0.01 0.206 0.812 0.3175 0.452 0.01 0.5 0.5015 0.749666667 0.1925 0.543166667 0.01 0.5045 0.4038 0.6516 0.3175 0.01 0.01 0.375 0.01 0.7185 0.1925compute for 1234213421_0.5_diversified_by_jointprobability_score_continious karen hill tribeNDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious karen hill tribe 7original ideal diverse 0.379 0.379 0.379 0.411 0.999 0.01 0.5286 0.01 0.6016 0.379 0.812 0.5 0.411 0.01 0.5 0.411 0.625 0.01 0.5286 0.01 0.5 0.411 0.625 0.01 0.411 0.01 0.01 0.379 0.56475 0.01will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_7top-k A-NDCG, A= Div-Rank Ideal 1 1 1 1 2 0.8946 0.9239 1.5332 3 0.8345 0.8819 1.8507 4 0.8058 0.8558 2.0132 5 0.7765 0.8297 2.1383 6 0.7621 0.8222 2.2023 7 0.7502 0.8135 2.25 8 0.7438 0.8119 2.2781 9 0.7404 0.8084 2.2979 10 0.738 0.8075 2.3101

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