Ndcg

[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


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


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


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-6.0.24\webapps\userstudy\0.5_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


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


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


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


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-6.0.24\webapps\userstudy\0.5_1234213421_1234213421_0.5_diversified_by_jointprobability_score_continious_A-NDCG_A__bucket_1.txt


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


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


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


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


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


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-6.0.24\webapps\userstudy\0.5_1234213421_1234213421_0.5_diversified_by_lowlevel_score_continious_A-NDCG_A__bucket_1.txt


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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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


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



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


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


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


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


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

0.543166667 0.01 0.5

0.4038 0.6516 0.5

0.01 0.01 0.402

0.01 0.7185 0.3175

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious karen hill tribe

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious karen hill tribe 7


0.379 0.379 0.379

0.411 0.999 0.42

0.5286 0.01 0.01

0.379 0.812 0.01

0.411 0.01 0.01

0.411 0.625 0.01

0.5286 0.01 0.01

0.411 0.625 0.42

0.411 0.01 0.01

0.379 0.56475 0.01



1 1 1 1

2 0.8946 0.8892 1.5332

3 0.8345 0.8511 1.8507

4 0.8058 0.8316 2.0132

5 0.7765 0.8088 2.1383

6 0.7621 0.805 2.2023

7 0.7502 0.7943 2.25

8 0.7438 0.7964 2.2781

9 0.7404 0.7927 2.2979

10 0.738 0.7904 2.3101


1 0

2 -0.0054

3 0.0166

4 0.0258

5 0.0323

6 0.0429

7 0.0441

8 0.0526

9 0.0523

10 0.0524

compute for 1234213421_0.5_diversified_by_titletags_score_continious kids at play

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious kids at play 8


0.3308 0.625 0.3308

0.156 0.01 0.3175

0.439166667 0.999 0.01

0.133 0.01 0.999

0.59575 0.999 0.6016

0.6016 0.156 0.999

0.43975 0.999 0.34625

0.10125 0.01 0.687

0.3308 0.999 0.687

0.439166667 0.01 0.625

compute for 1234213421_0.5_diversified_by_titletags_score_continious clothes of woman

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious clothes of woman 8


0.01 0.399 0.01

0.070833333 0.874333333 0.678142857

0.01 0.01 0.1925

0.395571429 0.812 0.01

0.449 0.01 0.449

0.713857143 0.812 0.1925

0.306428571 0.01 0.01

0.342142857 0.678142857 0.01

0.342142857 0.01 0.01

0.295 0.713857143 0.625

gain at 2=1.0415067386814851

compute for 1234213421_0.5_diversified_by_titletags_score_continious baby

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious baby 8


0.50225 0.50225 0.50225

0.131666667 0.999 0.215

0.215 0.01 0.01

0.56475 0.999 0.01

0.59575 0.01 0.01

0.40875 0.131666667 0.812

0.215 0.999 0.01

0.131666667 0.01 0.01

0.131666667 0.999 0.01

0.339666667 0.01 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious tattoos life

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious tattoos life 8


0.329 0.687 0.329

0.411 0.01 0.625

0.452 0.999 0.812

0.65825 0.01 0.375

0.402 0.812 0.01

0.25725 0.119888889 0.1925

0.25725 0.812 0.65825

0.10125 0.01 0.687

0.5935 0.411 0.5268

0.25725 0.812 0.01



1 1 1 1

2 0.9172 0.9481 1.494

3 0.8325 0.892 1.8347

4 0.8195 0.8942 1.9992

5 0.7998 0.8819 2.1222

6 0.7963 0.8888 2.1878

7 0.7859 0.8793 2.2358

8 0.7808 0.873 2.2659

9 0.776 0.8677 2.2865

10 0.7727 0.867 2.2992


1 0

2 0.0309

3 0.0595

4 0.0747

5 0.0821

6 0.0925

7 0.0934

8 0.0922

9 0.0917

10 0.0943

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious kids at play

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious kids at play 8


0.3308 0.625 0.3308

0.156 0.01 0.812

0.439166667 0.999 0.625

0.133 0.01 0.999

0.59575 0.999 0.625

0.6016 0.156 0.6016

0.43975 0.999 0.812

0.10125 0.01 0.999

0.3308 0.999 0.812

0.439166667 0.01 0.812

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious clothes of woman

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious clothes of woman 8


0.01 0.399 0.01

0.070833333 0.874333333 0.678142857

0.01 0.01 0.812

0.395571429 0.812 0.1925

0.449 0.01 0.01

0.713857143 0.812 0.1925

0.306428571 0.01 0.1925

0.342142857 0.678142857 0.1925

0.342142857 0.01 0.01

0.295 0.713857143 0.01

gain at 2=1.0415067386814851

gain at 4=1.000039351208386

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious baby

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious baby 8


0.50225 0.50225 0.50225

0.131666667 0.999 0.01

0.215 0.01 0.01

0.56475 0.999 0.669333333

0.59575 0.01 0.01

0.40875 0.131666667 0.999

0.215 0.999 0.01

0.131666667 0.01 0.01

0.131666667 0.999 0.812

0.339666667 0.01 0.812

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious tattoos life

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious tattoos life 8


0.329 0.687 0.329

0.411 0.01 0.5268

0.452 0.999 0.1925

0.65825 0.01 0.01

0.402 0.812 0.812

0.25725 0.119888889 0.01

0.25725 0.812 0.01

0.10125 0.01 0.375

0.5935 0.411 0.1925

0.25725 0.812 0.625



1 1 1 1

2 0.9172 0.9784 1.494

3 0.8325 0.9091 1.8347

4 0.8195 0.9097 1.9992

5 0.7998 0.896 2.1222

6 0.7963 0.9016 2.1878

7 0.7859 0.8913 2.2358

8 0.7808 0.8849 2.2659

9 0.776 0.8831 2.2865

10 0.7727 0.882 2.2992


1 0

2 0.0612

3 0.0766

4 0.0902

5 0.0962

6 0.1053

7 0.1054

8 0.1041

9 0.1071

10 0.1093

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious kids at play

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious kids at play 8


0.3308 0.625 0.3308

0.156 0.01 0.01

0.439166667 0.999 0.6016

0.133 0.01 0.999

0.59575 0.999 0.1925

0.6016 0.156 0.812

0.43975 0.999 0.812

0.10125 0.01 0.812

0.3308 0.999 0.1925

0.439166667 0.01 0.999

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious clothes of woman

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious clothes of woman 8


0.01 0.399 0.01

0.070833333 0.874333333 0.3175

0.01 0.01 0.874333333

0.395571429 0.812 0.01

0.449 0.01 0.5

0.713857143 0.812 0.3175

0.306428571 0.01 0.070833333

0.342142857 0.678142857 0.1925

0.342142857 0.01 0.01

0.295 0.713857143 0.1925

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious baby

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious baby 8


0.50225 0.50225 0.50225

0.131666667 0.999 0.01

0.215 0.01 0.812

0.56475 0.999 0.812

0.59575 0.01 0.3175

0.40875 0.131666667 0.669333333

0.215 0.999 0.01

0.131666667 0.01 0.01

0.131666667 0.999 0.01

0.339666667 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious tattoos life

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious tattoos life 8


0.329 0.687 0.329

0.411 0.01 0.34625

0.452 0.999 0.1925

0.65825 0.01 0.01

0.402 0.812 0.1925

0.25725 0.119888889 0.01

0.25725 0.812 0.01

0.10125 0.01 0.01

0.5935 0.411 0.01

0.25725 0.812 0.01



1 1 1 1

2 0.9172 0.9413 1.494

3 0.8325 0.9131 1.8347

4 0.8195 0.9158 1.9992

5 0.7998 0.8968 2.1222

6 0.7963 0.8894 2.1878

7 0.7859 0.8839 2.2358

8 0.7808 0.8786 2.2659

9 0.776 0.8749 2.2865

10 0.7727 0.8727 2.2992


1 0

2 0.0241

3 0.0806

4 0.0963

5 0.097

6 0.0931

7 0.098

8 0.0978

9 0.0989

10 0.1

compute for 1234213421_0.5_diversified_by_titletags_score_continious strong women

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious strong women 9


0.541666667 0.3175 0.541666667

0.749666667 0.999 0.5

0.541666667 0.01 0.625

0.439166667 0.999 0.3175

0.302 0.01 0.3175

0.131666667 0.812 0.812

0.375 0.01 0.253333333

0.625 0.999 0.687

0.375 0.01 0.01

0.458333333 0.999 0.375

compute for 1234213421_0.5_diversified_by_titletags_score_continious disneyphotopass

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious disneyphotopass 9


0.131666667 0.131666667 0.131666667

0.131666667 0.999 0.812

0.01 0.01 0.131666667

0.34625 0.999 0.625

0.131666667 0.50225 0.625

0.50225 0.01 0.812

0.131666667 0.999 0.5

0.131666667 0.812 0.999

0.43975 0.097857143 0.812

0.43975 0.999 0.625

compute for 1234213421_0.5_diversified_by_titletags_score_continious working boys

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious working boys 9


0.01 0.131666667 0.01

0.56475 0.999 0.253333333

0.131666667 0.01 0.625

0.34625 0.999 0.5

0.01 0.56475 0.5

0.131666667 0.01 0.01

0.253333333 0.999 0.3175

0.40875 0.01 0.5

0.375 0.999 0.999

0.255 0.01 0.812



1 1 1 1

2 0.8894 0.9024 1.5695

3 0.8399 0.8744 1.8638

4 0.8092 0.8499 2.0571

5 0.7893 0.8294 2.1727

6 0.7819 0.8228 2.2482

7 0.7691 0.812 2.302

8 0.7615 0.808 2.336

9 0.7562 0.8138 2.3595

10 0.7523 0.8112 2.3752


1 0

2 0.013

3 0.0345

4 0.0407

5 0.0401

6 0.0409

7 0.0429

8 0.0465

9 0.0576

10 0.0589

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious strong women

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious strong women 9


0.541666667 0.3175 0.541666667

0.749666667 0.999 0.1925

0.541666667 0.01 0.375

0.439166667 0.999 0.01

0.302 0.01 0.1925

0.131666667 0.812 0.3175

0.375 0.01 0.375

0.625 0.999 0.01

0.375 0.01 0.01

0.458333333 0.999 0.999

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious disneyphotopass

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious disneyphotopass 9


0.131666667 0.131666667 0.131666667

0.131666667 0.999 0.131666667

0.01 0.01 0.812

0.34625 0.999 0.999

0.131666667 0.50225 0.625

0.50225 0.01 0.999

0.131666667 0.999 0.625

0.131666667 0.812 0.812

0.43975 0.097857143 0.687

0.43975 0.999 0.5

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious working boys

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious working boys 9


0.01 0.131666667 0.01

0.56475 0.999 0.01

0.131666667 0.01 0.3175

0.34625 0.999 0.42

0.01 0.56475 0.749666667

0.131666667 0.01 0.56475

0.253333333 0.999 0.3175

0.40875 0.01 0.625

0.375 0.999 0.625

0.255 0.01 0.131666667



1 1 1 1

2 0.8894 0.8624 1.5695

3 0.8399 0.8577 1.8638

4 0.8092 0.8538 2.0571

5 0.7893 0.8502 2.1727

6 0.7819 0.8414 2.2482

7 0.7691 0.8297 2.302

8 0.7615 0.8238 2.336

9 0.7562 0.8185 2.3595

10 0.7523 0.8281 2.3752


1 0

2 -0.027

3 0.0178

4 0.0446

5 0.0609

6 0.0595

7 0.0606

8 0.0623

9 0.0623

10 0.0758

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious strong women

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious strong women 9


0.541666667 0.3175 0.541666667

0.749666667 0.999 0.375

0.541666667 0.01 0.1925

0.439166667 0.999 0.01

0.302 0.01 0.687

0.131666667 0.812 0.5

0.375 0.01 0.812

0.625 0.999 0.999

0.375 0.01 0.01

0.458333333 0.999 0.5

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious disneyphotopass

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious disneyphotopass 9


0.131666667 0.131666667 0.131666667

0.131666667 0.999 0.625

0.01 0.01 0.50225

0.34625 0.999 0.999

0.131666667 0.50225 0.131666667

0.50225 0.01 0.999

0.131666667 0.999 0.812

0.131666667 0.812 0.812

0.43975 0.097857143 0.812

0.43975 0.999 0.625

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious working boys

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious working boys 9


0.01 0.131666667 0.01

0.56475 0.999 0.56475

0.131666667 0.01 0.458333333

0.34625 0.999 0.01

0.01 0.56475 0.5

0.131666667 0.01 0.999

0.253333333 0.999 0.3175

0.40875 0.01 0.1925

0.375 0.999 0.874333333

0.255 0.01 0.812



1 1 1 1

2 0.8894 0.9192 1.5695

3 0.8399 0.8801 1.8638

4 0.8092 0.872 2.0571

5 0.7893 0.863 2.1727

6 0.7819 0.8719 2.2482

7 0.7691 0.8657 2.302

8 0.7615 0.8646 2.336

9 0.7562 0.8651 2.3595

10 0.7523 0.8623 2.3752


1 0

2 0.0298

3 0.0402

4 0.0628

5 0.0737

6 0.09

7 0.0966

8 0.1031

9 0.1089

10 0.11

compute for 1234213421_0.5_diversified_by_titletags_score_continious disneyphotopass

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious disneyphotopass 10


0.131666667 0.131666667 0.131666667

0.131666667 0.999 0.812

0.01 0.01 0.131666667

0.34625 0.999 0.625

0.131666667 0.50225 0.625

0.50225 0.01 0.812

0.131666667 0.999 0.5

0.131666667 0.812 0.999

0.43975 0.097857143 0.812

0.43975 0.999 0.625

compute for 1234213421_0.5_diversified_by_titletags_score_continious beach boys

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious beach boys 10


0.625 0.625 0.625

0.131666667 0.01 0.999

0.999 0.999 0.666333333

0.253333333 0.01 0.01

0.01 0.999 0.375

0.01 0.131666667 0.01

0.749666667 0.999 0.01

0.253333333 0.01 0.1925

0.01 0.999 0.625

0.01 0.01 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious beach boys

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious beach boys 10


0.625 0.625 0.625

0.131666667 0.01 0.999

0.999 0.999 0.666333333

0.253333333 0.01 0.01

0.01 0.999 0.375

0.01 0.131666667 0.01

0.749666667 0.999 0.01

0.253333333 0.01 0.1925

0.01 0.999 0.625

0.01 0.01 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious beautiful tattoo pictures

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious beautiful tattoo pictures 10


0.6746 0.01 0.6746

0.7746 0.999 0.01

0.7495 0.5045 0.7746

0.531 0.01 0.625

0.01 0.999 0.5

0.4768 0.119888889 0.375

0.28375 0.999 0.34625

0.5935 0.01 0.01

0.5625 0.999 0.01

0.156 0.7494 0.5045



1 1 1 1

2 0.9012 0.9498 1.5589

3 0.8758 0.8987 1.8692

4 0.8601 0.9219 2.0457

5 0.8591 0.9014 2.1748

6 0.852 0.8999 2.2465

7 0.8477 0.8911 2.3017

8 0.8403 0.8894 2.3347

9 0.8353 0.8853 2.359

10 0.8326 0.8821 2.3742


1 0

2 0.0486

3 0.0229

4 0.0618

5 0.0423

6 0.0479

7 0.0434

8 0.0491

9 0.05

10 0.0495

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious disneyphotopass

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious disneyphotopass 10


0.131666667 0.131666667 0.131666667

0.131666667 0.999 0.131666667

0.01 0.01 0.812

0.34625 0.999 0.999

0.131666667 0.50225 0.625

0.50225 0.01 0.999

0.131666667 0.999 0.625

0.131666667 0.812 0.812

0.43975 0.097857143 0.687

0.43975 0.999 0.5

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beach boys

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beach boys 10


0.625 0.625 0.625

0.131666667 0.01 0.812

0.999 0.999 0.01

0.253333333 0.01 0.749666667

0.01 0.999 0.812

0.01 0.131666667 0.01

0.749666667 0.999 0.01

0.253333333 0.01 0.1925

0.01 0.999 0.01

0.01 0.01 0.812

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beach boys

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beach boys 10


0.625 0.625 0.625

0.131666667 0.01 0.812

0.999 0.999 0.01

0.253333333 0.01 0.749666667

0.01 0.999 0.812

0.01 0.131666667 0.01

0.749666667 0.999 0.01

0.253333333 0.01 0.1925

0.01 0.999 0.01

0.01 0.01 0.812

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious beautiful tattoo pictures

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious beautiful tattoo pictures 10


0.6746 0.01 0.6746

0.7746 0.999 0.999

0.7495 0.5045 0.687

0.531 0.01 0.625

0.01 0.999 0.3175

0.4768 0.119888889 0.999

0.28375 0.999 0.999

0.5935 0.01 0.01

0.5625 0.999 0.625

0.156 0.7494 0.01



1 1 1 1

2 0.9012 0.88 1.5589

3 0.8758 0.9005 1.8692

4 0.8601 0.8873 2.0457

5 0.8591 0.8687 2.1748

6 0.852 0.8757 2.2465

7 0.8477 0.8701 2.3017

8 0.8403 0.8765 2.3347

9 0.8353 0.8717 2.359

10 0.8326 0.8737 2.3742


1 0

2 -0.0212

3 0.0247

4 0.0272

5 0.0096

6 0.0237

7 0.0224

8 0.0362

9 0.0364

10 0.0411

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious disneyphotopass

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious disneyphotopass 10


0.131666667 0.131666667 0.131666667

0.131666667 0.999 0.625

0.01 0.01 0.50225

0.34625 0.999 0.999

0.131666667 0.50225 0.131666667

0.50225 0.01 0.999

0.131666667 0.999 0.812

0.131666667 0.812 0.812

0.43975 0.097857143 0.812

0.43975 0.999 0.625

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach boys

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beach boys 10


0.625 0.625 0.625

0.131666667 0.01 0.625

0.999 0.999 0.749666667

0.253333333 0.01 0.812

0.01 0.999 0.131666667

0.01 0.131666667 0.5

0.749666667 0.999 0.01

0.253333333 0.01 0.01

0.01 0.999 0.01

0.01 0.01 0.5

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beach boys

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beach boys 10


0.625 0.625 0.625

0.131666667 0.01 0.625

0.999 0.999 0.749666667

0.253333333 0.01 0.812

0.01 0.999 0.131666667

0.01 0.131666667 0.5

0.749666667 0.999 0.01

0.253333333 0.01 0.01

0.01 0.999 0.01

0.01 0.01 0.5

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious beautiful tattoo pictures

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious beautiful tattoo pictures 10


0.6746 0.01 0.6746

0.7746 0.999 0.375

0.7495 0.5045 0.625

0.531 0.01 0.040416667

0.01 0.999 0.5

0.4768 0.119888889 0.375

0.28375 0.999 0.01

0.5935 0.01 0.7495

0.5625 0.999 0.01

0.156 0.7494 0.309888889



1 1 1 1

2 0.9012 0.8838 1.5589

3 0.8758 0.827 1.8692

4 0.8601 0.8229 2.0457

5 0.8591 0.8248 2.1748

6 0.852 0.8174 2.2465

7 0.8477 0.8211 2.3017

8 0.8403 0.8207 2.3347

9 0.8353 0.8181 2.359

10 0.8326 0.8149 2.3742


1 0

2 -0.0174

3 -0.0488

4 -0.0372

5 -0.0343

6 -0.0346

7 -0.0266

8 -0.0196

9 -0.0172

10 -0.0177

compute for 1234213421_0.5_diversified_by_titletags_score_continious photos of tattoos

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious photos of tattoos 11


0.4768 0.01 0.4768

0.6016 0.999 0.625

0.378625 0.5 0.625

0.609571429 0.999 0.812

0.309888889 0.01 0.375

0.6498 0.8742 0.01

0.6016 0.01 0.999

0.543166667 0.999 0.5

0.484714286 0.065909091 0.999

0.6016 0.999 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious fashion photographer

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious fashion photographer 11


0.01 0.625 0.01

0.375 0.01 0.625

0.3485 0.9055 0.375

0.9055 0.01 0.5

0.255 0.812 0.1925

0.279 0.10125 0.1925

0.34625 0.7495 0.1925

0.01 0.01 0.3175

0.7495 0.40875 0.5

0.525 0.01 0.625

compute for 1234213421_0.5_diversified_by_titletags_score_continious photos of fit women

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious photos of fit women 11


0.7994 0.34625 0.7994

0.25725 0.999 0.687

0.28375 0.01 0.5

0.083 0.999 0.812

0.329 0.01 0.812

0.544666667 0.892142857 0.156

0.01 0.01 0.812

0.01 0.999 0.812

0.255 0.083 0.3175

0.5998 0.687 0.5

compute for 1234213421_0.5_diversified_by_titletags_score_continious cross tattoo

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious cross tattoo 11


0.083 0.625 0.083

0.083 0.01 0.01

0.083 0.8742 0.6498

0.083 0.01 0.5

0.083 0.749666667 0.375

0.083 0.099909091 0.01

0.083 0.375 0.01

0.083 0.687 0.01

0.525 0.01 0.375

0.083 0.01 0.01



1 1 1 1

2 0.9072 0.9029 1.5419

3 0.8473 0.8736 1.8434

4 0.8399 0.853 2.0095

5 0.816 0.833 2.1257

6 0.8032 0.8393 2.1915

7 0.7941 0.8343 2.2357

8 0.7886 0.8277 2.2641

9 0.788 0.826 2.2838

10 0.7858 0.8266 2.2953


1 0

2 -0.0043

3 0.0263

4 0.0131

5 0.017

6 0.0361

7 0.0402

8 0.0391

9 0.038

10 0.0408

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious photos of tattoos

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious photos of tattoos 11


0.4768 0.01 0.4768

0.6016 0.999 0.625

0.378625 0.5 0.5

0.609571429 0.999 0.01

0.309888889 0.01 0.999

0.6498 0.8742 0.1925

0.6016 0.01 0.687

0.543166667 0.999 0.625

0.484714286 0.065909091 0.1925

0.6016 0.999 0.01

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious fashion photographer

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious fashion photographer 11


0.01 0.625 0.01

0.375 0.01 0.01

0.3485 0.9055 0.16375

0.9055 0.01 0.812

0.255 0.812 0.625

0.279 0.10125 0.01

0.34625 0.7495 0.3175

0.01 0.01 0.5625

0.7495 0.40875 0.1925

0.525 0.01 0.3175

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious photos of fit women

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious photos of fit women 11


0.7994 0.34625 0.7994

0.25725 0.999 0.812

0.28375 0.01 0.625

0.083 0.999 0.234166667

0.329 0.01 0.01

0.544666667 0.892142857 0.999

0.01 0.01 0.5

0.01 0.999 0.999

0.255 0.083 0.375

0.5998 0.687 0.3175

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious cross tattoo

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious cross tattoo 11


0.083 0.625 0.083

0.083 0.01 0.575

0.083 0.8742 0.01

0.083 0.01 0.01

0.083 0.749666667 0.01

0.083 0.099909091 0.1925

0.083 0.375 0.01

0.083 0.687 0.01

0.525 0.01 0.01

0.083 0.01 0.687



1 1 1 1

2 0.9072 0.8875 1.5419

3 0.8473 0.8366 1.8434

4 0.8399 0.8611 2.0095

5 0.816 0.8675 2.1257

6 0.8032 0.8641 2.1915

7 0.7941 0.8573 2.2357

8 0.7886 0.8535 2.2641

9 0.788 0.8501 2.2838

10 0.7858 0.8527 2.2953


1 0

2 -0.0197

3 -0.0107

4 0.0212

5 0.0515

6 0.0609

7 0.0632

8 0.0649

9 0.0621

10 0.0669

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious photos of tattoos

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious photos of tattoos 11


0.4768 0.01 0.4768

0.6016 0.999 0.625

0.378625 0.5 0.812

0.609571429 0.999 0.812

0.309888889 0.01 0.687

0.6498 0.8742 0.625

0.6016 0.01 0.5

0.543166667 0.999 0.812

0.484714286 0.065909091 0.687

0.6016 0.999 0.687

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious fashion photographer

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious fashion photographer 11


0.01 0.625 0.01

0.375 0.01 0.16375

0.3485 0.9055 0.375

0.9055 0.01 0.375

0.255 0.812 0.5

0.279 0.10125 0.1925

0.34625 0.7495 0.3175

0.01 0.01 0.3175

0.7495 0.40875 0.5

0.525 0.01 0.3175

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious photos of fit women

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious photos of fit women 11


0.7994 0.34625 0.7994

0.25725 0.999 0.625

0.28375 0.01 0.687

0.083 0.999 0.3175

0.329 0.01 0.625

0.544666667 0.892142857 0.1925

0.01 0.01 0.1925

0.01 0.999 0.01

0.255 0.083 0.812

0.5998 0.687 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious cross tattoo

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious cross tattoo 11


0.083 0.625 0.083

0.083 0.01 0.375

0.083 0.8742 0.01

0.083 0.01 0.01

0.083 0.749666667 0.5

0.083 0.099909091 0.01

0.083 0.375 0.01

0.083 0.687 0.01

0.525 0.01 0.625

0.083 0.01 0.01



1 1 1 1

2 0.9072 0.8935 1.5419

3 0.8473 0.8468 1.8434

4 0.8399 0.826 2.0095

5 0.816 0.8079 2.1257

6 0.8032 0.7985 2.1915

7 0.7941 0.7903 2.2357

8 0.7886 0.7863 2.2641

9 0.788 0.7851 2.2838

10 0.7858 0.7833 2.2953


1 0

2 -0.0137

3 -5.00E-04

4 -0.0139

5 -0.0081

6 -0.0047

7 -0.0038

8 -0.0023

9 -0.0029

10 -0.0025

compute for 1234213421_0.5_diversified_by_titletags_score_continious asian floral photo

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious asian floral photo 12


0.01 0.01 0.01

0.515888889 0.781875 0.375

0.086875 0.378625 0.3175

0.485625 0.722888889 0.01

0.146875 0.01 0.5

0.518 0.7185 0.01

0.323888889 0.01 0.3175

0.178125 0.146875 0.625

0.10125 0.68725 0.01

0.055625 0.01 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious girls and cars

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious girls and cars 12


0.28375 0.28375 0.28375

0.28375 0.999 0.01

0.10125 0.01 0.10125

0.10125 0.812 0.5

0.10125 0.01 0.1925

0.5625 0.812 0.5

0.5625 0.01 0.375

0.01 0.687 0.5

0.1925 0.01 0.375

0.1925 0.7185 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious sexy photos

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious sexy photos 12


0.2808 0.3538 0.2808

0.206 0.999 0.206

0.5015 0.01 0.5

0.4038 0.812 0.01

0.25725 0.01 0.625

0.3538 0.812 0.1925

0.563833333 0.01 0.3175

0.4038 0.6764 0.3175

0.5268 0.01 0.1925

0.4538 0.6016 0.1925

compute for 1234213421_0.5_diversified_by_titletags_score_continious ojai california images

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious ojai california images 12


0.255 0.40875 0.255

0.812 0.9055 0.131666667

0.40875 0.01 0.375

0.65825 0.812 0.01

0.1925 0.01 0.28375

0.255 0.812 0.352

0.1925 0.01 0.1925

0.7185 0.65825 0.01

0.1925 0.01 0.1925

0.9055 0.7185 0.01

gain at 2=1.0129106912269181



1 1 1 1

2 0.9236 0.9072 1.5228

3 0.8743 0.8523 1.8284

4 0.8539 0.843 1.9844

5 0.8327 0.8271 2.0951

6 0.8267 0.8185 2.1526

7 0.8196 0.8088 2.1951

8 0.8161 0.8061 2.2185

9 0.8125 0.8023 2.2343

10 0.8119 0.8004 2.2437


1 0

2 -0.0164

3 -0.022

4 -0.0109

5 -0.0056

6 -0.0082

7 -0.0108

8 -0.01

9 -0.0102

10 -0.0115

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious asian floral photo

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious asian floral photo 12


0.01 0.01 0.01

0.515888889 0.781875 0.01

0.086875 0.378625 0.378222222

0.485625 0.722888889 0.625

0.146875 0.01 0.3175

0.518 0.7185 0.3175

0.323888889 0.01 0.01

0.178125 0.146875 0.1925

0.10125 0.68725 0.01

0.055625 0.01 0.1925

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious girls and cars

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious girls and cars 12


0.28375 0.28375 0.28375

0.28375 0.999 0.01

0.10125 0.01 0.4375

0.10125 0.812 0.5

0.10125 0.01 0.5

0.5625 0.812 0.625

0.5625 0.01 0.01

0.01 0.687 0.625

0.1925 0.01 0.375

0.1925 0.7185 0.7185

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious sexy photos

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious sexy photos 12


0.2808 0.3538 0.2808

0.206 0.999 0.1925

0.5015 0.01 0.1925

0.4038 0.812 0.5

0.25725 0.01 0.1925

0.3538 0.812 0.375

0.563833333 0.01 0.375

0.4038 0.6764 0.5

0.5268 0.01 0.1925

0.4538 0.6016 0.375

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious ojai california images

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious ojai california images 12


0.255 0.40875 0.255

0.812 0.9055 0.656

0.40875 0.01 0.1925

0.65825 0.812 0.375

0.1925 0.01 0.10125

0.255 0.812 0.1925

0.1925 0.01 0.3175

0.7185 0.65825 0.01

0.1925 0.01 0.375

0.9055 0.7185 0.01

gain at 2=1.0129106912269181



1 1 1 1

2 0.9236 0.9043 1.5228

3 0.8743 0.8581 1.8284

4 0.8539 0.8518 1.9844

5 0.8327 0.8307 2.0951

6 0.8267 0.8211 2.1526

7 0.8196 0.8139 2.1951

8 0.8161 0.8103 2.2185

9 0.8125 0.8066 2.2343

10 0.8119 0.8049 2.2437


1 0

2 -0.0193

3 -0.0162

4 -0.0021

5 -0.002

6 -0.0056

7 -0.0057

8 -0.0058

9 -0.0059

10 -0.007

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious asian floral photo

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious asian floral photo 12


0.01 0.01 0.01

0.515888889 0.781875 0.378222222

0.086875 0.378625 0.1925

0.485625 0.722888889 0.01

0.146875 0.01 0.01

0.518 0.7185 0.01

0.323888889 0.01 0.625

0.178125 0.146875 0.01

0.10125 0.68725 0.6257

0.055625 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious girls and cars

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious girls and cars 12


0.28375 0.28375 0.28375

0.28375 0.999 0.1925

0.10125 0.01 0.625

0.10125 0.812 0.1925

0.10125 0.01 0.5

0.5625 0.812 0.687

0.5625 0.01 0.5

0.01 0.687 0.1925

0.1925 0.01 0.375

0.1925 0.7185 0.5

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious sexy photos

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious sexy photos 12


0.2808 0.3538 0.2808

0.206 0.999 0.1925

0.5015 0.01 0.1925

0.4038 0.812 0.3175

0.25725 0.01 0.1925

0.3538 0.812 0.1925

0.563833333 0.01 0.3175

0.4038 0.6764 0.375

0.5268 0.01 0.5

0.4538 0.6016 0.999

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious ojai california images

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious ojai california images 12


0.255 0.40875 0.255

0.812 0.9055 0.656

0.40875 0.01 0.375

0.65825 0.812 0.01

0.1925 0.01 0.1925

0.255 0.812 0.812

0.1925 0.01 0.01

0.7185 0.65825 0.01

0.1925 0.01 0.375

0.9055 0.7185 0.375

gain at 2=1.0129106912269181



1 1 1 1

2 0.9236 0.9136 1.5228

3 0.8743 0.8608 1.8284

4 0.8539 0.8431 1.9844

5 0.8327 0.8198 2.0951

6 0.8267 0.8166 2.1526

7 0.8196 0.8145 2.1951

8 0.8161 0.8101 2.2185

9 0.8125 0.8092 2.2343

10 0.8119 0.8144 2.2437


1 0

2 -0.01

3 -0.0135

4 -0.0108

5 -0.0129

6 -0.0101

7 -0.0051

8 -0.006

9 -0.0033

10 0.0025

compute for 1234213421_0.5_diversified_by_titletags_score_continious sexy photos

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious sexy photos 13


0.2808 0.3538 0.2808

0.206 0.999 0.206

0.5015 0.01 0.5

0.4038 0.812 0.01

0.25725 0.01 0.625

0.3538 0.812 0.1925

0.563833333 0.01 0.3175

0.4038 0.6764 0.3175

0.5268 0.01 0.1925

0.4538 0.6016 0.1925

compute for 1234213421_0.5_diversified_by_titletags_score_continious map of turkey

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious map of turkey 13


0.10125 0.01 0.10125

0.10125 0.812 0.10125

0.01 0.40875 0.01

0.01 0.812 0.01

0.01 0.01 0.01

0.16375 0.7495 0.01

0.16375 0.01 0.01

0.16375 0.16375 0.01

0.16375 0.625 0.01

0.10125 0.01 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious babyshower favors

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious babyshower favors 13


0.131666667 0.01 0.131666667

0.01 0.812 0.215

0.01 0.375 0.01

0.01 0.01 0.1925

0.131666667 0.625 0.01

0.131666667 0.01 0.1925

0.215 0.625 0.01

0.339666667 0.131666667 0.01

0.01 0.625 0.131666667

0.131666667 0.01 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious star wars paintings

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious star wars paintings 13


0.083 0.235666667 0.083

0.235666667 0.999 0.01

0.174833333 0.01 0.1925

0.070833333 0.999 0.1925

0.4005 0.01 0.1925

0.133 0.812 0.01

0.277333333 0.01 0.1925

0.206 0.770333333 0.01

0.277333333 0.440666667 0.01

0.070833333 0.01 0.234166667



1 1 1 1

2 0.8649 0.8589 1.5531

3 0.8177 0.8192 1.8354

4 0.7881 0.7959 1.9917

5 0.7662 0.7763 2.101

6 0.7535 0.764 2.1605

7 0.745 0.754 2.2016

8 0.7401 0.7483 2.2253

9 0.7364 0.7444 2.2403

10 0.734 0.7419 2.2497


1 0

2 -0.006

3 0.0015

4 0.0078

5 0.0101

6 0.0105

7 0.009

8 0.0082

9 0.008

10 0.0079

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious sexy photos

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious sexy photos 13


0.2808 0.3538 0.2808

0.206 0.999 0.1925

0.5015 0.01 0.1925

0.4038 0.812 0.5

0.25725 0.01 0.1925

0.3538 0.812 0.375

0.563833333 0.01 0.375

0.4038 0.6764 0.5

0.5268 0.01 0.1925

0.4538 0.6016 0.375

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious map of turkey

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious map of turkey 13


0.10125 0.01 0.10125

0.10125 0.812 0.47125

0.01 0.40875 0.01

0.01 0.812 0.01

0.01 0.01 0.01

0.16375 0.7495 0.812

0.16375 0.01 0.1925

0.16375 0.16375 0.01

0.16375 0.625 0.01

0.10125 0.01 0.01

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious babyshower favors

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious babyshower favors 13


0.131666667 0.01 0.131666667

0.01 0.812 0.131666667

0.01 0.375 0.5

0.01 0.01 0.01

0.131666667 0.625 0.01

0.131666667 0.01 0.01

0.215 0.625 0.5

0.339666667 0.131666667 0.1925

0.01 0.625 0.1925

0.131666667 0.01 0.131666667

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious star wars paintings

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious star wars paintings 13


0.083 0.235666667 0.083

0.235666667 0.999 0.234166667

0.174833333 0.01 0.01

0.070833333 0.999 0.01

0.4005 0.01 0.01

0.133 0.812 0.01

0.277333333 0.01 0.01

0.206 0.770333333 0.1925

0.277333333 0.440666667 0.01

0.070833333 0.01 0.1925



1 1 1 1

2 0.8649 0.878 1.5531

3 0.8177 0.8432 1.8354

4 0.7881 0.824 1.9917

5 0.7662 0.7992 2.101

6 0.7535 0.8019 2.1605

7 0.745 0.795 2.2016

8 0.7401 0.7903 2.2253

9 0.7364 0.7864 2.2403

10 0.734 0.784 2.2497


1 0

2 0.0131

3 0.0255

4 0.0359

5 0.033

6 0.0484

7 0.05

8 0.0502

9 0.05

10 0.05

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious sexy photos

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious sexy photos 13


0.2808 0.3538 0.2808

0.206 0.999 0.1925

0.5015 0.01 0.1925

0.4038 0.812 0.3175

0.25725 0.01 0.1925

0.3538 0.812 0.1925

0.563833333 0.01 0.3175

0.4038 0.6764 0.375

0.5268 0.01 0.5

0.4538 0.6016 0.999

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious map of turkey

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious map of turkey 13


0.10125 0.01 0.10125

0.10125 0.812 0.7495

0.01 0.40875 0.1925

0.01 0.812 0.5

0.01 0.01 0.01

0.16375 0.7495 0.01

0.16375 0.01 0.01

0.16375 0.16375 0.01

0.16375 0.625 0.01

0.10125 0.01 0.1925

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious babyshower favors

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious babyshower favors 13


0.131666667 0.01 0.131666667

0.01 0.812 0.01

0.01 0.375 0.01

0.01 0.01 0.812

0.131666667 0.625 0.1925

0.131666667 0.01 0.3175

0.215 0.625 0.3175

0.339666667 0.131666667 0.01

0.01 0.625 0.625

0.131666667 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious star wars paintings

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious star wars paintings 13


0.083 0.235666667 0.083

0.235666667 0.999 0.1125

0.174833333 0.01 0.01

0.070833333 0.999 0.01

0.4005 0.01 0.01

0.133 0.812 0.01

0.277333333 0.01 0.3175

0.206 0.770333333 0.01

0.277333333 0.440666667 0.01

0.070833333 0.01 0.206



1 1 1 1

2 0.8649 0.892 1.5531

3 0.8177 0.8421 1.8354

4 0.7881 0.8467 1.9917

5 0.7662 0.8265 2.101

6 0.7535 0.8163 2.1605

7 0.745 0.8088 2.2016

8 0.7401 0.8037 2.2253

9 0.7364 0.8023 2.2403

10 0.734 0.8078 2.2497


1 0

2 0.0271

3 0.0244

4 0.0586

5 0.0603

6 0.0628

7 0.0638

8 0.0636

9 0.0659

10 0.0738

compute for 1234213421_0.5_diversified_by_titletags_score_continious bride water

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious bride water 14


0.01 0.770333333 0.01

0.01 0.01 0.999

0.5935 0.999 0.5

0.6746 0.01 0.01

0.770333333 0.999 0.812

0.4768 0.1925 0.812

0.01 0.999 0.687

0.7246 0.01 0.01

0.3485 0.5 0.812

0.28375 0.999 0.625

gain at 2=1.0463802606556665

gain at 3=1.0246387507173849

gain at 4=1.0082474009291875

gain at 5=1.00999002713921

compute for 1234213421_0.5_diversified_by_titletags_score_continious adult coloring book pictures

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious adult coloring book pictures 14


0.01 0.01 0.01

0.01 0.999 0.375

0.40875 0.5 0.01

0.16375 0.999 0.5268

0.01 0.01 0.625

0.206 0.9055 0.01

0.5268 0.01 0.625

0.4768 0.999 0.625

0.9055 0.10125 0.01

0.10125 0.999 0.625

compute for 1234213421_0.5_diversified_by_titletags_score_continious mickey mouse pictures

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious mickey mouse pictures 14


0.34625 0.375 0.34625

0.01 0.999 0.65825

0.10125 0.01 0.812

0.156 0.999 0.999

0.131666667 0.01 0.01

0.25725 0.8494 0.01

0.5268 0.01 0.01

0.10125 0.999 0.01

0.16375 0.097857143 0.01

0.255 0.999 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious colleen rosenthal

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious colleen rosenthal 14


0.131666667 0.770333333 0.131666667

0.584833333 0.01 0.173333333

0.131666667 0.379142857 0.01

0.234166667 0.770333333 0.28625

0.166428571 0.01 0.01

0.15 0.01 0.15

0.15 0.584833333 0.01

0.15 0.131666667 0.15

0.166428571 0.5 0.01

0.131666667 0.01 0.131666667



1 1 1 1

2 0.8829 0.9286 1.5626

3 0.8669 0.8935 1.8531

4 0.8483 0.8862 2.0168

5 0.8241 0.8863 2.1401

6 0.8111 0.8815 2.2071

7 0.8066 0.875 2.2546

8 0.8004 0.8712 2.286

9 0.8024 0.8672 2.3064

10 0.7994 0.8642 2.3191


1 0

2 0.0457

3 0.0266

4 0.0379

5 0.0622

6 0.0704

7 0.0684

8 0.0708

9 0.0648

10 0.0648

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious bride water

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious bride water 14


0.01 0.770333333 0.01

0.01 0.01 0.812

0.5935 0.999 0.47125

0.6746 0.01 0.812

0.770333333 0.999 0.01

0.4768 0.1925 0.3175

0.01 0.999 0.3175

0.7246 0.01 0.01

0.3485 0.5 0.1925

0.28375 0.999 0.5

gain at 2=1.0084512136763242

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious adult coloring book pictures

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious adult coloring book pictures 14


0.01 0.01 0.01

0.01 0.999 0.625

0.40875 0.5 0.625

0.16375 0.999 0.375

0.01 0.01 0.4768

0.206 0.9055 0.625

0.5268 0.01 0.01

0.4768 0.999 0.625

0.9055 0.10125 0.01

0.10125 0.999 0.3485

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious mickey mouse pictures

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious mickey mouse pictures 14


0.34625 0.375 0.34625

0.01 0.999 0.9055

0.10125 0.01 0.01

0.156 0.999 0.01

0.131666667 0.01 0.01

0.25725 0.8494 0.01

0.5268 0.01 0.812

0.10125 0.999 0.812

0.16375 0.097857143 0.25725

0.255 0.999 0.01

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious colleen rosenthal

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious colleen rosenthal 14


0.131666667 0.770333333 0.131666667

0.584833333 0.01 0.584833333

0.131666667 0.379142857 0.01

0.234166667 0.770333333 0.5

0.166428571 0.01 0.166428571

0.15 0.01 0.131666667

0.15 0.584833333 0.01

0.15 0.131666667 0.1925

0.166428571 0.5 0.15

0.131666667 0.01 0.01



1 1 1 1

2 0.8829 0.965 1.5626

3 0.8669 0.9463 1.8531

4 0.8483 0.9315 2.0168

5 0.8241 0.911 2.1401

6 0.8111 0.8979 2.2071

7 0.8066 0.8981 2.2546

8 0.8004 0.8943 2.286

9 0.8024 0.8908 2.3064

10 0.7994 0.8879 2.3191


1 0

2 0.0821

3 0.0794

4 0.0832

5 0.0869

6 0.0868

7 0.0915

8 0.0939

9 0.0884

10 0.0885

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious bride water

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious bride water 14


0.01 0.770333333 0.01

0.01 0.01 0.999

0.5935 0.999 0.3175

0.6746 0.01 0.625

0.770333333 0.999 0.625

0.4768 0.1925 0.01

0.01 0.999 0.625

0.7246 0.01 0.5

0.3485 0.5 0.5

0.28375 0.999 0.812

gain at 2=1.0463802606556665

gain at 3=1.0222910549041238

gain at 4=1.0044802291657193

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious adult coloring book pictures

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious adult coloring book pictures 14


0.01 0.01 0.01

0.01 0.999 0.625

0.40875 0.5 0.5

0.16375 0.999 0.625

0.01 0.01 0.01

0.206 0.9055 0.999

0.5268 0.01 0.999

0.4768 0.999 0.01

0.9055 0.10125 0.625

0.10125 0.999 0.625

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious mickey mouse pictures

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious mickey mouse pictures 14


0.34625 0.375 0.34625

0.01 0.999 0.01

0.10125 0.01 0.01

0.156 0.999 0.5

0.131666667 0.01 0.687

0.25725 0.8494 0.01

0.5268 0.01 0.01

0.10125 0.999 0.1925

0.16375 0.097857143 0.01

0.255 0.999 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious colleen rosenthal

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious colleen rosenthal 14


0.131666667 0.770333333 0.131666667

0.584833333 0.01 0.131666667

0.131666667 0.379142857 0.173333333

0.234166667 0.770333333 0.1925

0.166428571 0.01 0.114285714

0.15 0.01 0.28625

0.15 0.584833333 0.15

0.15 0.131666667 0.01

0.166428571 0.5 0.1925

0.131666667 0.01 0.01



1 1 1 1

2 0.8829 0.9399 1.5626

3 0.8669 0.8977 1.8531

4 0.8483 0.8804 2.0168

5 0.8241 0.8645 2.1401

6 0.8111 0.8669 2.2071

7 0.8066 0.8602 2.2546

8 0.8004 0.8557 2.286

9 0.8024 0.8506 2.3064

10 0.7994 0.8479 2.3191


1 0

2 0.057

3 0.0308

4 0.0321

5 0.0404

6 0.0558

7 0.0536

8 0.0553

9 0.0482

10 0.0485

compute for 1234213421_0.5_diversified_by_titletags_score_continious glamor photography

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious glamor photography 15


0.607 0.440666667 0.607

0.572571429 0.999 0.1925

0.440666667 0.01 0.375

0.399 0.832666667 0.3175

0.439166667 0.01 0.01

0.832666667 0.791 0.1925

0.3975 0.01 0.5

0.431285714 0.1925 0.5

0.687333333 0.749666667 0.325714286

0.7095 0.01 0.440666667

compute for 1234213421_0.5_diversified_by_titletags_score_continious halter tunic

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious halter tunic 15


0.01 0.01 0.01

0.749666667 0.999 0.375

0.01 0.541666667 0.812

0.34625 0.01 0.999

0.01 0.999 0.375

0.541666667 0.131666667 0.656

0.458333333 0.999 0.01

0.215 0.01 0.01

0.5935 0.999 0.625

0.215 0.01 0.999

compute for 1234213421_0.5_diversified_by_titletags_score_continious turkish people

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious turkish people 15


0.062142857 0.062142857 0.062142857

0.043181818 0.999 0.375

0.01 0.5045 0.687

0.68725 0.01 0.358571429

0.579125 0.999 0.5

0.202142857 0.01 0.1925

0.484714286 0.999 0.1925

0.255 0.01 0.01

0.358571429 0.68725 0.375

0.410714286 0.255 0.625

compute for 1234213421_0.5_diversified_by_titletags_score_continious fashion

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious fashion 15


0.01 0.01 0.01

0.01 0.687 0.687

0.01 0.336666667 0.461333333

0.01 0.666333333 0.5

0.01 0.01 0.375

0.01 0.625 0.01

0.01 0.01 0.01

0.625 0.131666667 0.1925

0.01 0.625 0.375

0.01 0.01 0.5



1 1 1 1

2 0.8804 0.9316 1.5648

3 0.8326 0.9236 1.8468

4 0.8319 0.9133 2

5 0.8082 0.8919 2.1233

6 0.8032 0.8864 2.1831

7 0.7932 0.8806 2.2318

8 0.7958 0.8779 2.2575

9 0.7917 0.8735 2.2769

10 0.789 0.8735 2.288


1 0

2 0.0512

3 0.091

4 0.0814

5 0.0837

6 0.0832

7 0.0874

8 0.0821

9 0.0818

10 0.0845

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious glamor photography

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious glamor photography 15


0.607 0.440666667 0.607

0.572571429 0.999 0.440666667

0.440666667 0.01 0.375

0.399 0.832666667 0.519142857

0.439166667 0.01 0.3175

0.832666667 0.791 0.3175

0.3975 0.01 0.399

0.431285714 0.1925 0.3175

0.687333333 0.749666667 0.3175

0.7095 0.01 0.3175

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious halter tunic

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious halter tunic 15


0.01 0.01 0.01

0.749666667 0.999 0.999

0.01 0.541666667 0.999

0.34625 0.01 0.215

0.01 0.999 0.812

0.541666667 0.131666667 0.01

0.458333333 0.999 0.687

0.215 0.01 0.01

0.5935 0.999 0.749666667

0.215 0.01 0.131666667

gain at 4=1.00582528591324

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious turkish people

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious turkish people 15


0.062142857 0.062142857 0.062142857

0.043181818 0.999 0.166428571

0.01 0.5045 0.3175

0.68725 0.01 0.5

0.579125 0.999 0.1925

0.202142857 0.01 0.625

0.484714286 0.999 0.625

0.255 0.01 0.5045

0.358571429 0.68725 0.1925

0.410714286 0.255 0.1925

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious fashion

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious fashion 15


0.01 0.01 0.01

0.01 0.687 0.336666667

0.01 0.336666667 0.375

0.01 0.666333333 0.5

0.01 0.01 0.1925

0.01 0.625 0.375

0.01 0.01 0.375

0.625 0.131666667 0.375

0.01 0.625 0.375

0.01 0.01 0.01



1 1 1 1

2 0.8804 0.9204 1.5648

3 0.8326 0.8842 1.8468

4 0.8319 0.8797 2

5 0.8082 0.8564 2.1233

6 0.8032 0.8545 2.1831

7 0.7932 0.8454 2.2318

8 0.7958 0.8417 2.2575

9 0.7917 0.8375 2.2769

10 0.789 0.8359 2.288


1 0

2 0.04

3 0.0516

4 0.0478

5 0.0482

6 0.0513

7 0.0522

8 0.0459

9 0.0458

10 0.0469

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious glamor photography

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious glamor photography 15


0.607 0.440666667 0.607

0.572571429 0.999 0.01

0.440666667 0.01 0.395571429

0.399 0.832666667 0.544666667

0.439166667 0.01 0.3175

0.832666667 0.791 0.5

0.3975 0.01 0.1925

0.431285714 0.1925 0.5

0.687333333 0.749666667 0.5

0.7095 0.01 0.375

gain at 2=1.008177782161833

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious halter tunic

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious halter tunic 15


0.01 0.01 0.01

0.749666667 0.999 0.999

0.01 0.541666667 0.131666667

0.34625 0.01 0.687

0.01 0.999 0.656

0.541666667 0.131666667 0.01

0.458333333 0.999 0.812

0.215 0.01 0.01

0.5935 0.999 0.874333333

0.215 0.01 0.1925

gain at 4=1.0014572297672515

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious turkish people

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious turkish people 15


0.062142857 0.062142857 0.062142857

0.043181818 0.999 0.01

0.01 0.5045 0.5

0.68725 0.01 0.166428571

0.579125 0.999 0.999

0.202142857 0.01 0.1925

0.484714286 0.999 0.3175

0.255 0.01 0.01

0.358571429 0.68725 0.5

0.410714286 0.255 0.5

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious fashion

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious fashion 15


0.01 0.01 0.01

0.01 0.687 0.375

0.01 0.336666667 0.5

0.01 0.666333333 0.5

0.01 0.01 0.1925

0.01 0.625 0.01

0.01 0.01 0.01

0.625 0.131666667 0.01

0.01 0.625 0.5

0.01 0.01 0.01



1 1 1 1

2 0.8804 0.9426 1.5648

3 0.8326 0.9262 1.8468

4 0.8319 0.9137 2

5 0.8082 0.9134 2.1233

6 0.8032 0.9078 2.1831

7 0.7932 0.8999 2.2318

8 0.7958 0.896 2.2575

9 0.7917 0.8935 2.2769

10 0.789 0.8914 2.288


1 0

2 0.0622

3 0.0936

4 0.0818

5 0.1052

6 0.1046

7 0.1067

8 0.1002

9 0.1018

10 0.1024

compute for 1234213421_0.5_diversified_by_titletags_score_continious fashion

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious fashion 16


0.01 0.01 0.01

0.01 0.687 0.687

0.01 0.336666667 0.461333333

0.01 0.666333333 0.5

0.01 0.01 0.375

0.01 0.625 0.01

0.01 0.01 0.01

0.625 0.131666667 0.1925

0.01 0.625 0.375

0.01 0.01 0.5

compute for 1234213421_0.5_diversified_by_titletags_score_continious mannequin modeling

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious mannequin modeling 16


0.7246 0.7246 0.7246

0.01 0.01 0.01

0.01 0.999 0.1925

0.16375 0.01 0.01

0.40875 0.9055 0.1925

0.10125 0.16375 0.3175

0.10125 0.47125 0.01

0.01 0.01 0.01

0.16375 0.812 0.01

0.01 0.01 0.01

compute for 1234213421_0.5_diversified_by_titletags_score_continious explicit women

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious explicit women 16


0.999 0.625 0.999

0.999 0.01 0.01

0.666333333 0.999 0.625

0.625 0.01 0.1925

0.999 0.999 0.01

0.131666667 0.131666667 0.541666667

0.999 0.999 0.01

0.458333333 0.01 0.01

0.999 0.999 0.336666667

0.999 0.01 0.625

gain at 2=1.0781621446286547

gain at 3=1.029036656667665

gain at 4=1.0225089798495357

gain at 5=1.0027710294260763

compute for 1234213421_0.5_diversified_by_titletags_score_continious gothic girl art

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious gothic girl art 16


0.01 0.01 0.01

0.131666667 0.999 0.34625

0.131666667 0.5045 0.375

0.131666667 0.01 0.3175

0.1925 0.999 0.01

0.34625 0.131666667 0.01

0.43975 0.812 0.1925

0.131666667 0.01 0.50225

0.34625 0.812 0.1925

0.215 0.01 0.01



1 1 1 1

2 0.8909 0.9879 1.5517

3 0.8452 0.9543 1.8421

4 0.819 0.9347 2.0015

5 0.7946 0.9128 2.1204

6 0.7982 0.9062 2.1842

7 0.7891 0.8982 2.2283

8 0.7927 0.8934 2.2549

9 0.7878 0.8886 2.2741

10 0.7847 0.8863 2.2855


1 0

2 0.097

3 0.1091

4 0.1157

5 0.1182

6 0.108

7 0.1091

8 0.1007

9 0.1008

10 0.1016

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious fashion

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious fashion 16


0.01 0.01 0.01

0.01 0.687 0.336666667

0.01 0.336666667 0.375

0.01 0.666333333 0.5

0.01 0.01 0.1925

0.01 0.625 0.375

0.01 0.01 0.375

0.625 0.131666667 0.375

0.01 0.625 0.375

0.01 0.01 0.01

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious mannequin modeling

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious mannequin modeling 16


0.7246 0.7246 0.7246

0.01 0.01 0.1925

0.01 0.999 0.01

0.16375 0.01 0.812

0.40875 0.9055 0.01

0.10125 0.16375 0.5

0.10125 0.47125 0.1925

0.01 0.01 0.01

0.16375 0.812 0.01

0.01 0.01 0.1925

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious explicit women

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious explicit women 16


0.999 0.625 0.999

0.999 0.01 0.375

0.666333333 0.999 0.5

0.625 0.01 0.5

0.999 0.999 0.1925

0.131666667 0.131666667 0.999

0.999 0.999 0.5

0.458333333 0.01 0.375

0.999 0.999 0.01

0.999 0.01 0.01

gain at 2=1.0018809072236843

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious gothic girl art

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious gothic girl art 16


0.01 0.01 0.01

0.131666667 0.999 0.40875

0.131666667 0.5045 0.01

0.131666667 0.01 0.812

0.1925 0.999 0.01

0.34625 0.131666667 0.375

0.43975 0.812 0.3175

0.131666667 0.01 0.3175

0.34625 0.812 0.01

0.215 0.01 0.01



1 1 1 1

2 0.8909 0.9445 1.5517

3 0.8452 0.9059 1.8421

4 0.819 0.9097 2.0015

5 0.7946 0.8929 2.1204

6 0.7982 0.8882 2.1842

7 0.7891 0.8787 2.2283

8 0.7927 0.8729 2.2549

9 0.7878 0.8711 2.2741

10 0.7847 0.87 2.2855


1 0

2 0.0536

3 0.0607

4 0.0907

5 0.0983

6 0.09

7 0.0896

8 0.0802

9 0.0833

10 0.0853

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious fashion

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious fashion 16


0.01 0.01 0.01

0.01 0.687 0.375

0.01 0.336666667 0.5

0.01 0.666333333 0.5

0.01 0.01 0.1925

0.01 0.625 0.01

0.01 0.01 0.01

0.625 0.131666667 0.01

0.01 0.625 0.5

0.01 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious mannequin modeling

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious mannequin modeling 16


0.7246 0.7246 0.7246

0.01 0.01 0.01

0.01 0.999 0.1925

0.16375 0.01 0.375

0.40875 0.9055 0.01

0.10125 0.16375 0.01

0.10125 0.47125 0.5

0.01 0.01 0.01

0.16375 0.812 0.1925

0.01 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious explicit women

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious explicit women 16


0.999 0.625 0.999

0.999 0.01 0.999

0.666333333 0.999 0.999

0.625 0.01 0.5

0.999 0.999 0.999

0.131666667 0.131666667 0.1925

0.999 0.999 0.1925

0.458333333 0.01 0.3175

0.999 0.999 0.01

0.999 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious gothic girl art

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious gothic girl art 16


0.01 0.01 0.01

0.131666667 0.999 0.1925

0.131666667 0.5045 0.40875

0.131666667 0.01 0.687

0.1925 0.999 0.3175

0.34625 0.131666667 0.3175

0.43975 0.812 0.3175

0.131666667 0.01 0.01

0.34625 0.812 0.999

0.215 0.01 0.5



1 1 1 1

2 0.8909 0.9127 1.5517

3 0.8452 0.8742 1.8421

4 0.819 0.8746 2.0015

5 0.7946 0.8515 2.1204

6 0.7982 0.8555 2.1842

7 0.7891 0.8537 2.2283

8 0.7927 0.8509 2.2549

9 0.7878 0.8595 2.2741

10 0.7847 0.8591 2.2855


1 0

2 0.0218

3 0.029

4 0.0556

5 0.0569

6 0.0573

7 0.0646

8 0.0582

9 0.0717

10 0.0744

compute for 1234213421_0.5_diversified_by_titletags_score_continious woman angels

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious woman angels 17


0.17925 0.7495 0.17925

0.7495 0.01 0.316125

0.695111111 0.999 0.1925

0.610375 0.01 0.3175

0.579125 0.999 0.01

0.579125 0.165454545 0.1925

0.703875 0.5 0.01

0.579125 0.01 0.375

0.610375 0.812 0.812

0.10125 0.01 0.5

compute for 1234213421_0.5_diversified_by_titletags_score_continious cell phone photo help

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious cell phone photo help 17


0.01 0.01 0.01

0.439166667 0.999 0.439166667

0.275833333 0.5045 0.01

0.131666667 0.01 0.375

0.173333333 0.812 0.1925

0.399 0.1125 0.379

0.070833333 0.812 0.625

0.070833333 0.01 0.5

0.377857143 0.812 0.625

0.070833333 0.01 0.3175

compute for 1234213421_0.5_diversified_by_titletags_score_continious free satellite pictures

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious free satellite pictures 17


0.01 0.01 0.01

0.01 0.999 0.625

0.01 0.5 0.4786

0.01 0.999 0.625

0.01 0.01 0.01

0.01 0.133 0.1925

0.133 0.812 0.01

0.01 0.01 0.01

0.133 0.687 0.01

0.01 0.01 0.375

compute for 1234213421_0.5_diversified_by_titletags_score_continious african american couple

NDCG for :1234213421_0.5_diversified_by_titletags_score_continious african american couple 17


0.7095 0.7095 0.7095

0.660428571 0.01 0.660428571

0.667833333 0.999 0.812

0.608285714 0.01 0.5

0.544666667 0.999 0.812

0.660428571 0.1925 0.3175

0.771833333 0.999 0.3175

0.667833333 0.01 0.1925

0.661714286 0.999 0.687

0.484714286 0.01 0.8494



1 1 1 1

2 0.8829 0.8907 1.585

3 0.828 0.8416 1.8824

4 0.7956 0.8168 2.0546

5 0.7666 0.7966 2.1814

6 0.7506 0.7871 2.2522

7 0.7405 0.7818 2.2993

8 0.7326 0.7773 2.3303

9 0.7275 0.7783 2.3507

10 0.7261 0.776 2.3637


1 0

2 0.0078

3 0.0136

4 0.0212

5 0.03

6 0.0365

7 0.0413

8 0.0447

9 0.0508

10 0.0499

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious woman angels

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious woman angels 17


0.17925 0.7495 0.17925

0.7495 0.01 0.516625

0.695111111 0.999 0.01

0.610375 0.01 0.5

0.579125 0.999 0.5

0.579125 0.165454545 0.3175

0.703875 0.5 0.316125

0.579125 0.01 0.1925

0.610375 0.812 0.01

0.10125 0.01 0.01

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious cell phone photo help

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious cell phone photo help 17


0.01 0.01 0.01

0.439166667 0.999 0.375

0.275833333 0.5045 0.7264

0.131666667 0.01 0.812

0.173333333 0.812 0.01

0.399 0.1125 0.1925

0.070833333 0.812 0.1925

0.070833333 0.01 0.3175

0.377857143 0.812 0.1925

0.070833333 0.01 0.771833333

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious free satellite pictures

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious free satellite pictures 17


0.01 0.01 0.01

0.01 0.999 0.687

0.01 0.5 0.999

0.01 0.999 0.375

0.01 0.01 0.5

0.01 0.133 0.1925

0.133 0.812 0.01

0.01 0.01 0.5

0.133 0.687 0.01

0.01 0.01 0.625

compute for 1234213421_0.5_diversified_by_jointprobability_score_continious african american couple

NDCG for :1234213421_0.5_diversified_by_jointprobability_score_continious african american couple 17


0.7095 0.7095 0.7095

0.660428571 0.01 0.625

0.667833333 0.999 0.503

0.608285714 0.01 0.812

0.544666667 0.999 0.3175

0.660428571 0.1925 0.812

0.771833333 0.999 0.812

0.667833333 0.01 0.812

0.661714286 0.999 0.812

0.484714286 0.01 0.3175



1 1 1 1

2 0.8829 0.9026 1.585

3 0.828 0.8931 1.8824

4 0.7956 0.8802 2.0546

5 0.7666 0.8633 2.1814

6 0.7506 0.8537 2.2522

7 0.7405 0.8459 2.2993

8 0.7326 0.8392 2.3303

9 0.7275 0.8353 2.3507

10 0.7261 0.8346 2.3637


1 0

2 0.0197

3 0.0651

4 0.0846

5 0.0967

6 0.1031

7 0.1054

8 0.1066

9 0.1078

10 0.1085

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious woman angels

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious woman angels 17


0.17925 0.7495 0.17925

0.7495 0.01 0.227777778

0.695111111 0.999 0.5

0.610375 0.01 0.625

0.579125 0.999 0.625

0.579125 0.165454545 0.3175

0.703875 0.5 0.1925

0.579125 0.01 0.01

0.610375 0.812 0.01

0.10125 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious cell phone photo help

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious cell phone photo help 17


0.01 0.01 0.01

0.439166667 0.999 0.275833333

0.275833333 0.5045 0.5

0.131666667 0.01 0.5

0.173333333 0.812 0.1925

0.399 0.1125 0.812

0.070833333 0.812 0.1925

0.070833333 0.01 0.812

0.377857143 0.812 0.3175

0.070833333 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious free satellite pictures

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious free satellite pictures 17


0.01 0.01 0.01

0.01 0.999 0.5

0.01 0.5 0.4786

0.01 0.999 0.1925

0.01 0.01 0.625

0.01 0.133 0.5

0.133 0.812 0.01

0.01 0.01 0.62475

0.133 0.687 0.01

0.01 0.01 0.01

compute for 1234213421_0.5_diversified_by_lowlevel_score_continious african american couple

NDCG for :1234213421_0.5_diversified_by_lowlevel_score_continious african american couple 17


0.7095 0.7095 0.7095

0.660428571 0.01 0.5045

0.667833333 0.999 0.999

0.608285714 0.01 0.01

0.544666667 0.999 0.01

0.660428571 0.1925 0.812

0.771833333 0.999 0.5

0.667833333 0.01 0.625

0.661714286 0.999 0.3175

0.484714286 0.01 0.01



1 1 1 1

2 0.8829 0.8802 1.585

3 0.828 0.8561 1.8824

4 0.7956 0.8575 2.0546

5 0.7666 0.8424 2.1814

6 0.7506 0.8381 2.2522

7 0.7405 0.8312 2.2993

8 0.7326 0.8286 2.3303

9 0.7275 0.8258 2.3507

10 0.7261 0.825 2.3637


1 0

2 -0.0027

3 0.0281

4 0.0619

5 0.0758

6 0.0875

7 0.0907

8 0.096

9 0.0983

10 0.0989




















































Ndcg

Documents

continious picture

originalideal diverse0

recording studiondcg

txtdo alpha

console output