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[Console output redirected to file:e:ndcg.txt]
do alpha: 0.5
compute for 1234213421_0.5_diversified_by_titletags_score_continious photography myrtle beach
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious photography myrtle beach 1
original                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               0.812
compute for 1234213421_0.5_diversified_by_titletags_score_continious female surfing photos
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious female surfing photos 1
original                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                 0.5
compute for 1234213421_0.5_diversified_by_titletags_score_continious japan kimono
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious japan kimono 1
original                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                0.01
compute for 1234213421_0.5_diversified_by_titletags_score_continious picture of a recording studio
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious picture of a recording studio 1
original                ideal                 diverse


      0.166428571                     0.812        0.166428571
                0.625                  0.01              0.1925
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                 0.01
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_1.txt
top-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           2.3594
top-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                -0.0017


compute for 1234213421_0.5_diversified_by_jointprobability_score_continious photography myrtle beach
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious photography myrtle beach 1
original              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                0.687
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious female surfing photos
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious female surfing photos 1
original              ideal                 diverse
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              0.25725
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious japan kimono
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious japan kimono 1
original              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               0.1925
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious picture of a recording studio
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious picture of a recording studio 1
original              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                 0.01
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_1
top-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
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                 0.0294


compute for 1234213421_0.5_diversified_by_lowlevel_score_continious photography myrtle beach
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious photography myrtle beach 1
original              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               0.5045
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious female surfing photos
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious female surfing photos 1
original              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                  0.5
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious japan kimono
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious japan kimono 1
original              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
0.01                 0.999              0.65825
              0.255                  0.01                0.375
             0.3175                 0.812                  0.5
            0.34625                  0.01               0.1925
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious picture of a recording studio
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious picture of a recording studio 1
original              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                 0.01
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_1.txt
top-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           2.3594
top-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                  0.026


compute for 1234213421_0.5_diversified_by_titletags_score_continious bikini break
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious bikini break 2
original              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
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                 0.656
compute for 1234213421_0.5_diversified_by_titletags_score_continious photos of disco night
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious photos of disco night 2
original              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                0.1925
compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of people from india
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of people from india 2
original              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                 0.812
compute for 1234213421_0.5_diversified_by_titletags_score_continious sitting on boys
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious sitting on boys 2
original              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                   0.5
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_2.txt
top-k                 A-NDCG, A=            Div-Rank              Ideal
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       2.3714
top-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                -0.0345


compute for 1234213421_0.5_diversified_by_jointprobability_score_continious bikini break
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious bikini break 2
original              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                 0.5
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious photos of disco night
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious photos of disco night 2
original              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
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of people from india
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of people from india 2
original              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                0.01
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious sitting on boys
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious sitting on boys 2
original              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               0.812
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_2
top-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           2.3714
top-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
10                 0.0051


compute for 1234213421_0.5_diversified_by_lowlevel_score_continious bikini break
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious bikini break 2
original              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              0.687
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious photos of disco night
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious photos of disco night 2
original              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               0.01
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of people from india
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of people from india 2
original              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              0.625
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious sitting on boys
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious sitting on boys 2
original              ideal                 diverse


      0.432571429             0.750857143        0.432571429
             0.5335                  0.01              0.812
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               0.625
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_2.txt
top-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           2.3714
top-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                 0.0239


compute for 1234213421_0.5_diversified_by_titletags_score_continious big tit mature
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious big tit mature 3
original              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               0.812
compute for 1234213421_0.5_diversified_by_titletags_score_continious mark child
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious mark child 3
original              ideal                 diverse
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                  0.5
gain at 2=1.0318416116172648
compute for 1234213421_0.5_diversified_by_titletags_score_continious ethiopian
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious ethiopian 3
original              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                  0.5
compute for 1234213421_0.5_diversified_by_titletags_score_continious picture frame home crafts
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious picture frame home crafts 3
original              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                    0.01
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_3.txt
top-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
10                 0.8567              0.8925       2.2972
top-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                 0.0358


compute for 1234213421_0.5_diversified_by_jointprobability_score_continious big tit mature
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious big tit mature 3
original              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                0.01
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious mark child
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious mark child 3
original              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               0.812
gain at 2=1.0318416116172648
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious ethiopian
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious ethiopian 3
original              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
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                 0.812
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious picture frame home crafts
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious picture frame home crafts 3
original              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                   0.625
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_3
top-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           2.2972
top-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                 0.006


compute for 1234213421_0.5_diversified_by_lowlevel_score_continious big tit mature
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious big tit mature 3
original              ideal                 diverse


               0.01                 0.01                  0.01
               0.42                0.999               0.50225
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        0.541666667
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious mark child
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious mark child 3
original             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              0.687
gain at 2=1.0318416116172648
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious ethiopian
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious ethiopian 3
original             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             0.1925
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious picture frame home crafts
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious picture frame home crafts 3
original             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
0.01             0.6516                 0.687
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_3.txt
top-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           2.2972
top-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              0.0369


compute for 1234213421_0.5_diversified_by_titletags_score_continious fun summer pictures
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious fun summer pictures 4
original              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               0.812
compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of children
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of children 4
original              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
0.5498                 0.999              0.1925
             0.7494                 0.083              0.3175
               0.01                 0.999               0.999
compute for 1234213421_0.5_diversified_by_titletags_score_continious beach cartoon
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious beach cartoon 4
original              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                 0.5
compute for 1234213421_0.5_diversified_by_titletags_score_continious cartoon party pictures
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious cartoon party pictures 4
original              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                 0.5
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_4.txt
top-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           2.3251
top-k                 A-NDCG, A=+Divrank
                 1                     0
                 2                 0.0014
                 3                 0.0303
                 4                 0.0389
                 5                 0.0539
                 6                 0.0546
7                0.0527
                 8                 0.056
                 9                0.0526
               10                 0.0535


compute for 1234213421_0.5_diversified_by_jointprobability_score_continious fun summer pictures
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious fun summer pictures 4
original             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               0.812
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of children
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of children 4
original             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                 0.5
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beach cartoon
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beach cartoon 4
original             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                0.01
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious cartoon party pictures
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious cartoon party pictures 4
original             ideal                 diverse
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                0.01
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_4
top-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           2.3251
top-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                   0.06


compute for 1234213421_0.5_diversified_by_lowlevel_score_continious fun summer pictures
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious fun summer pictures 4
original              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               0.625
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of children
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of children 4
original              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               0.687
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach cartoon
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beach cartoon 4
original              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                 0.5
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious cartoon party pictures
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious cartoon party pictures 4
original              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                0.01
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_4.txt
top-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
8                 0.7959              0.817        2.2893
                 9                  0.796             0.8237        2.3117
                10                 0.7955             0.8203        2.3251
top-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                 0.0248


compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of satan
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of satan 5
original              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               0.01
compute for 1234213421_0.5_diversified_by_titletags_score_continious monica martin photos
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious monica martin photos 5
original              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               0.01
compute for 1234213421_0.5_diversified_by_titletags_score_continious birthday parties
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious birthday parties 5
original              ideal                 diverse


             0.9055                0.9055             0.9055
        0.749666667                  0.01              0.625
             0.7994                 0.999              0.812
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                0.999
compute for 1234213421_0.5_diversified_by_titletags_score_continious comic woman
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious comic woman 5
original              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                  0.5
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_5.txt
top-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           2.3444
top-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                -0.0071


compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of satan
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of satan 5
original              ideal                 diverse


               0.01                 0.625                 0.01
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                0.01
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious monica martin photos
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious monica martin photos 5
original             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               0.812
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious birthday parties
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious birthday parties 5
original             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               0.812
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious comic woman
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious comic woman 5
original             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
0.131666667                  0.01               0.625
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_5
top-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           2.3444
top-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                 0.0384


compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of satan
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of satan 5
original              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               0.083
gain at 2=1.0781621446286547
gain at 3=1.0300158113287428
gain at 4=1.0084112259998785
gain at 5=1.0006129273372075
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious monica martin photos
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious monica martin photos 5
original              ideal                 diverse


              0.452                0.4768               0.452
             0.7095                 0.999        0.770333333
             0.7264                  0.01                0.01
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               0.625
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious birthday parties
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious birthday parties 5
original              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               0.999
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious comic woman
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious comic woman 5
original              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              0.1925
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_5.txt
top-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           2.3444
top-k                 A-NDCG, A=+Divrank
                 1                     0
                 2                   0.05
3                 0.1111
                4                 0.1067
                5                 0.1069
                6                  0.113
                7                 0.1136
                8                 0.1144
                9                 0.1118
               10                 0.1118


compute for 1234213421_0.5_diversified_by_titletags_score_continious science lab photos
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious science lab photos 6
original             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                0.01
gain at 2=1.0136750652507422
compute for 1234213421_0.5_diversified_by_titletags_score_continious boy band
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious boy band 6
original             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              0.8494
compute for 1234213421_0.5_diversified_by_titletags_score_continious beach babes
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious beach babes 6
original             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
0.2078             0.1125                  0.999
              0.295                0.999                0.625
compute for 1234213421_0.5_diversified_by_titletags_score_continious candid pictures
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious candid pictures 6
original              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               0.1925
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_6.txt
top-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           2.2684
top-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              0.0406


compute for 1234213421_0.5_diversified_by_jointprobability_score_continious science lab photos
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious science lab photos 6
original              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
0.255                  0.01               0.1925
            0.25725                 0.156                 0.01
            0.16375                 0.656                0.375
              0.255                  0.01               0.1925
gain at 2=1.0136750652507422
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious boy band
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious boy band 6
original              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                0.625
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beach babes
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beach babes 6
original              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                0.812
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious candid pictures
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious candid pictures 6
original              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        0.728666667
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_6
top-k                 A-NDCG, A=            Div-Rank             Ideal
                 1                     1                    1            1
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        2.2684
top-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                  0.067


compute for 1234213421_0.5_diversified_by_lowlevel_score_continious science lab photos
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious science lab photos 6
original             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             0.3175
gain at 2=1.0136750652507422
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious boy band
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious boy band 6
original             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
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach babes
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beach babes 6
original              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                 0.01
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious candid pictures
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious candid pictures 6
original              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                 0.01
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_6.txt
top-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           2.2684
top-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
10                0.0189


compute for 1234213421_0.5_diversified_by_titletags_score_continious tennis pics
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious tennis pics 7
original             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               0.812
compute for 1234213421_0.5_diversified_by_titletags_score_continious little bikini
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious little bikini 7
original             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                0.01
compute for 1234213421_0.5_diversified_by_titletags_score_continious women talks
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious women talks 7
original             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              0.3175
compute for 1234213421_0.5_diversified_by_titletags_score_continious karen hill tribe
NDCG for :1234213421_0.5_diversified_by_titletags_score_continious karen hill tribe 7
original             ideal                 diverse


             0.379                 0.379               0.379
             0.411                 0.999               0.812
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                  0.999
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_7.txt
top-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           2.3101
top-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             0.1368


compute for 1234213421_0.5_diversified_by_jointprobability_score_continious tennis pics
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious tennis pics 7
original             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                  0.812
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious little bikini
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious little bikini 7
original             ideal                diverse
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               0.1925
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious women talks
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious women talks 7
original              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               0.1925
compute for 1234213421_0.5_diversified_by_jointprobability_score_continious karen hill tribe
NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious karen hill tribe 7
original              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                 0.01
will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_7
top-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
top-k                 A-NDCG, A=+Divrank
                 1                     0
                 2                 0.0293
                 3                 0.0474
                 4                   0.05
                 5                 0.0532
                 6                 0.0601
                 7                 0.0633
                 8                 0.0681
                 9                  0.068
                10                 0.0695


compute for 1234213421_0.5_diversified_by_lowlevel_score_continious tennis pics
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious tennis pics 7
original              ideal                 diverse


            0.34625                  0.01             0.34625
               0.01                 0.999              0.1925
             0.5268                0.5045             0.10125
              0.255                  0.01                 0.5
            0.10125                 0.999              0.1925
            0.10125               0.10125               0.812
            0.10125                 0.999              0.1925
            0.10125                  0.01               0.999
               0.01                 0.999               0.375
               0.01                0.7495               0.625
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious little bikini
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious little bikini 7
original              ideal                 diverse


            0.34625               0.34625             0.34625
        0.339666667                 0.999               0.625
               0.42                  0.01              0.1925
        0.339666667                 0.999                 0.5
        0.339666667                  0.01               0.812
        0.339666667                 0.812               0.215
        0.339666667                  0.01              0.1925
        0.131666667                 0.999               0.375
            0.43975                  0.01               0.812
            0.50225                 0.999              0.7495
compute for 1234213421_0.5_diversified_by_lowlevel_score_continious women talks
NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious women talks 7
original              ideal                 diverse


              0.206                 0.375               0.206
             0.5268           0.874333333              0.3175
             0.5268                  0.01               0.625
              0.206                 0.812              0.1925
              0.452                  0.01               0.375
             0.5015           0.749666667               0.375
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Ndcg

  • 1. [Console output redirected to file:e:ndcg.txt] do alpha: 0.5 compute for 1234213421_0.5_diversified_by_titletags_score_continious photography myrtle beach NDCG for :1234213421_0.5_diversified_by_titletags_score_continious photography myrtle beach 1 original 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 0.812 compute for 1234213421_0.5_diversified_by_titletags_score_continious female surfing photos NDCG for :1234213421_0.5_diversified_by_titletags_score_continious female surfing photos 1 original 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 0.5 compute for 1234213421_0.5_diversified_by_titletags_score_continious japan kimono NDCG for :1234213421_0.5_diversified_by_titletags_score_continious japan kimono 1 original 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 0.01 compute for 1234213421_0.5_diversified_by_titletags_score_continious picture of a recording studio NDCG for :1234213421_0.5_diversified_by_titletags_score_continious picture of a recording studio 1 original ideal diverse 0.166428571 0.812 0.166428571 0.625 0.01 0.1925
  • 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 0.01 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_1.txt top-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 2.3594 top-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 -0.0017 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious photography myrtle beach NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious photography myrtle beach 1 original 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 0.687 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious female surfing photos NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious female surfing photos 1 original ideal diverse
  • 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 0.25725 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious japan kimono NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious japan kimono 1 original 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 0.1925 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious picture of a recording studio NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious picture of a recording studio 1 original 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 0.01 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_1 top-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. 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 0.0294 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious photography myrtle beach NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious photography myrtle beach 1 original 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 0.5045 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious female surfing photos NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious female surfing photos 1 original 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 0.5 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious japan kimono NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious japan kimono 1 original 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. 0.01 0.999 0.65825 0.255 0.01 0.375 0.3175 0.812 0.5 0.34625 0.01 0.1925 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious picture of a recording studio NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious picture of a recording studio 1 original 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 0.01 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_1.txt top-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 2.3594 top-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 0.026 compute for 1234213421_0.5_diversified_by_titletags_score_continious bikini break NDCG for :1234213421_0.5_diversified_by_titletags_score_continious bikini break 2 original 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. 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 0.656 compute for 1234213421_0.5_diversified_by_titletags_score_continious photos of disco night NDCG for :1234213421_0.5_diversified_by_titletags_score_continious photos of disco night 2 original 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 0.1925 compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of people from india NDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of people from india 2 original 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 0.812 compute for 1234213421_0.5_diversified_by_titletags_score_continious sitting on boys NDCG for :1234213421_0.5_diversified_by_titletags_score_continious sitting on boys 2 original 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 0.5 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_2.txt top-k A-NDCG, A= Div-Rank Ideal
  • 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 2.3714 top-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 -0.0345 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious bikini break NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious bikini break 2 original 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 0.5 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious photos of disco night NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious photos of disco night 2 original 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. compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of people from india NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of people from india 2 original 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 0.01 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious sitting on boys NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious sitting on boys 2 original 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 0.812 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_2 top-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 2.3714 top-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. 10 0.0051 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious bikini break NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious bikini break 2 original 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 0.687 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious photos of disco night NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious photos of disco night 2 original 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 0.01 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of people from india NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of people from india 2 original 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 0.625 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious sitting on boys NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious sitting on boys 2 original ideal diverse 0.432571429 0.750857143 0.432571429 0.5335 0.01 0.812
  • 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 0.625 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_2.txt top-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 2.3714 top-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 0.0239 compute for 1234213421_0.5_diversified_by_titletags_score_continious big tit mature NDCG for :1234213421_0.5_diversified_by_titletags_score_continious big tit mature 3 original 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 0.812 compute for 1234213421_0.5_diversified_by_titletags_score_continious mark child NDCG for :1234213421_0.5_diversified_by_titletags_score_continious mark child 3 original ideal diverse
  • 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 0.5 gain at 2=1.0318416116172648 compute for 1234213421_0.5_diversified_by_titletags_score_continious ethiopian NDCG for :1234213421_0.5_diversified_by_titletags_score_continious ethiopian 3 original 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 0.5 compute for 1234213421_0.5_diversified_by_titletags_score_continious picture frame home crafts NDCG for :1234213421_0.5_diversified_by_titletags_score_continious picture frame home crafts 3 original 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 0.01 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_3.txt top-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. 10 0.8567 0.8925 2.2972 top-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 0.0358 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious big tit mature NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious big tit mature 3 original 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 0.01 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious mark child NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious mark child 3 original 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 0.812 gain at 2=1.0318416116172648 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious ethiopian NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious ethiopian 3 original 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. 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 0.812 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious picture frame home crafts NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious picture frame home crafts 3 original 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 0.625 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_3 top-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 2.2972 top-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 0.006 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious big tit mature NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious big tit mature 3 original ideal diverse 0.01 0.01 0.01 0.42 0.999 0.50225
  • 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 0.541666667 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious mark child NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious mark child 3 original 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 0.687 gain at 2=1.0318416116172648 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious ethiopian NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious ethiopian 3 original 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 0.1925 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious picture frame home crafts NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious picture frame home crafts 3 original 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. 0.01 0.6516 0.687 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_3.txt top-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 2.2972 top-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 0.0369 compute for 1234213421_0.5_diversified_by_titletags_score_continious fun summer pictures NDCG for :1234213421_0.5_diversified_by_titletags_score_continious fun summer pictures 4 original 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 0.812 compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of children NDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of children 4 original 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. 0.5498 0.999 0.1925 0.7494 0.083 0.3175 0.01 0.999 0.999 compute for 1234213421_0.5_diversified_by_titletags_score_continious beach cartoon NDCG for :1234213421_0.5_diversified_by_titletags_score_continious beach cartoon 4 original 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 0.5 compute for 1234213421_0.5_diversified_by_titletags_score_continious cartoon party pictures NDCG for :1234213421_0.5_diversified_by_titletags_score_continious cartoon party pictures 4 original 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 0.5 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_4.txt top-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 2.3251 top-k A-NDCG, A=+Divrank 1 0 2 0.0014 3 0.0303 4 0.0389 5 0.0539 6 0.0546
  • 17. 7 0.0527 8 0.056 9 0.0526 10 0.0535 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious fun summer pictures NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious fun summer pictures 4 original 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 0.812 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of children NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of children 4 original 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 0.5 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beach cartoon NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beach cartoon 4 original 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 0.01 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious cartoon party pictures NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious cartoon party pictures 4 original ideal diverse
  • 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 0.01 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_4 top-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 2.3251 top-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 0.06 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious fun summer pictures NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious fun summer pictures 4 original 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 0.625 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of children
  • 19. NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of children 4 original 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 0.687 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach cartoon NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beach cartoon 4 original 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 0.5 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious cartoon party pictures NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious cartoon party pictures 4 original 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 0.01 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_4.txt top-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. 8 0.7959 0.817 2.2893 9 0.796 0.8237 2.3117 10 0.7955 0.8203 2.3251 top-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 0.0248 compute for 1234213421_0.5_diversified_by_titletags_score_continious pictures of satan NDCG for :1234213421_0.5_diversified_by_titletags_score_continious pictures of satan 5 original 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 0.01 compute for 1234213421_0.5_diversified_by_titletags_score_continious monica martin photos NDCG for :1234213421_0.5_diversified_by_titletags_score_continious monica martin photos 5 original 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 0.01 compute for 1234213421_0.5_diversified_by_titletags_score_continious birthday parties NDCG for :1234213421_0.5_diversified_by_titletags_score_continious birthday parties 5 original ideal diverse 0.9055 0.9055 0.9055 0.749666667 0.01 0.625 0.7994 0.999 0.812
  • 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 0.999 compute for 1234213421_0.5_diversified_by_titletags_score_continious comic woman NDCG for :1234213421_0.5_diversified_by_titletags_score_continious comic woman 5 original 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 0.5 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_5.txt top-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 2.3444 top-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 -0.0071 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious pictures of satan NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious pictures of satan 5 original ideal diverse 0.01 0.625 0.01
  • 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 0.01 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious monica martin photos NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious monica martin photos 5 original 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 0.812 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious birthday parties NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious birthday parties 5 original 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 0.812 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious comic woman NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious comic woman 5 original 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. 0.131666667 0.01 0.625 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_5 top-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 2.3444 top-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 0.0384 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious pictures of satan NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious pictures of satan 5 original 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 0.083 gain at 2=1.0781621446286547 gain at 3=1.0300158113287428 gain at 4=1.0084112259998785 gain at 5=1.0006129273372075 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious monica martin photos NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious monica martin photos 5 original ideal diverse 0.452 0.4768 0.452 0.7095 0.999 0.770333333 0.7264 0.01 0.01
  • 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 0.625 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious birthday parties NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious birthday parties 5 original 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 0.999 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious comic woman NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious comic woman 5 original 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 0.1925 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_5.txt top-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 2.3444 top-k A-NDCG, A=+Divrank 1 0 2 0.05
  • 25. 3 0.1111 4 0.1067 5 0.1069 6 0.113 7 0.1136 8 0.1144 9 0.1118 10 0.1118 compute for 1234213421_0.5_diversified_by_titletags_score_continious science lab photos NDCG for :1234213421_0.5_diversified_by_titletags_score_continious science lab photos 6 original 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 0.01 gain at 2=1.0136750652507422 compute for 1234213421_0.5_diversified_by_titletags_score_continious boy band NDCG for :1234213421_0.5_diversified_by_titletags_score_continious boy band 6 original 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 0.8494 compute for 1234213421_0.5_diversified_by_titletags_score_continious beach babes NDCG for :1234213421_0.5_diversified_by_titletags_score_continious beach babes 6 original 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. 0.2078 0.1125 0.999 0.295 0.999 0.625 compute for 1234213421_0.5_diversified_by_titletags_score_continious candid pictures NDCG for :1234213421_0.5_diversified_by_titletags_score_continious candid pictures 6 original 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 0.1925 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_6.txt top-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 2.2684 top-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 0.0406 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious science lab photos NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious science lab photos 6 original 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. 0.255 0.01 0.1925 0.25725 0.156 0.01 0.16375 0.656 0.375 0.255 0.01 0.1925 gain at 2=1.0136750652507422 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious boy band NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious boy band 6 original 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 0.625 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beach babes NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beach babes 6 original 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 0.812 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious candid pictures NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious candid pictures 6 original 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 0.728666667 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_6 top-k A-NDCG, A= Div-Rank Ideal 1 1 1 1
  • 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 2.2684 top-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 0.067 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious science lab photos NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious science lab photos 6 original 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 0.3175 gain at 2=1.0136750652507422 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious boy band NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious boy band 6 original 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. compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach babes NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beach babes 6 original 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 0.01 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious candid pictures NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious candid pictures 6 original 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 0.01 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_6.txt top-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 2.2684 top-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. 10 0.0189 compute for 1234213421_0.5_diversified_by_titletags_score_continious tennis pics NDCG for :1234213421_0.5_diversified_by_titletags_score_continious tennis pics 7 original 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 0.812 compute for 1234213421_0.5_diversified_by_titletags_score_continious little bikini NDCG for :1234213421_0.5_diversified_by_titletags_score_continious little bikini 7 original 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 0.01 compute for 1234213421_0.5_diversified_by_titletags_score_continious women talks NDCG for :1234213421_0.5_diversified_by_titletags_score_continious women talks 7 original 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 0.3175 compute for 1234213421_0.5_diversified_by_titletags_score_continious karen hill tribe NDCG for :1234213421_0.5_diversified_by_titletags_score_continious karen hill tribe 7 original ideal diverse 0.379 0.379 0.379 0.411 0.999 0.812
  • 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 0.999 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_titletags_score_continious_A-NDCG_A__bucket_7.txt top-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 2.3101 top-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 0.1368 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious tennis pics NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious tennis pics 7 original 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 0.812 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious little bikini NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious little bikini 7 original ideal diverse
  • 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 0.1925 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious women talks NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious women talks 7 original 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 0.1925 compute for 1234213421_0.5_diversified_by_jointprobability_score_continious karen hill tribe NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious karen hill tribe 7 original 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 0.01 will write in: E:apache-tomcat-6.0.24webappsuserstudy0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_7 top-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
  • 33. top-k A-NDCG, A=+Divrank 1 0 2 0.0293 3 0.0474 4 0.05 5 0.0532 6 0.0601 7 0.0633 8 0.0681 9 0.068 10 0.0695 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious tennis pics NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious tennis pics 7 original ideal diverse 0.34625 0.01 0.34625 0.01 0.999 0.1925 0.5268 0.5045 0.10125 0.255 0.01 0.5 0.10125 0.999 0.1925 0.10125 0.10125 0.812 0.10125 0.999 0.1925 0.10125 0.01 0.999 0.01 0.999 0.375 0.01 0.7495 0.625 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious little bikini NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious little bikini 7 original ideal diverse 0.34625 0.34625 0.34625 0.339666667 0.999 0.625 0.42 0.01 0.1925 0.339666667 0.999 0.5 0.339666667 0.01 0.812 0.339666667 0.812 0.215 0.339666667 0.01 0.1925 0.131666667 0.999 0.375 0.43975 0.01 0.812 0.50225 0.999 0.7495 compute for 1234213421_0.5_diversified_by_lowlevel_score_continious women talks NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious women talks 7 original ideal diverse 0.206 0.375 0.206 0.5268 0.874333333 0.3175 0.5268 0.01 0.625 0.206 0.812 0.1925 0.452 0.01 0.375 0.5015 0.749666667 0.375