FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction
Paper
• 2304.00902 • Published
label int64 0 1 | feat_1 int64 1 7 | feat_2 int64 9 15 | feat_3 int64 16 3.58k | feat_4 int64 3.58k 7.9k | feat_5 int64 7.91k 7.93k | feat_6 int64 7.93k 13k | feat_7 int64 13k 13.3k | feat_8 int64 13.3k 13.3k | feat_9 int64 13.3k 292k | feat_10 int64 292k 1.53M | feat_11 int64 1.53M 1.54M | feat_12 int64 1.54M 1.54M | feat_13 int64 1.54M 1.54M | feat_14 int64 1.54M 1.54M | feat_15 int64 1.54M 1.54M | feat_16 int64 1.54M 1.54M | feat_17 int64 1.54M 1.54M | feat_18 int64 1.54M 1.54M | feat_19 int64 1.54M 1.54M | feat_20 int64 1.54M 1.54M | feat_21 int64 1.54M 1.54M | feat_22 int64 1.54M 1.54M |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 3 | 10 | 17 | 3,581 | 7,906 | 7,964 | 12,997 | 13,305 | 13,334 | 291,516 | 1,535,262 | 1,541,004 | 1,541,007 | 1,543,136 | 1,543,498 | 1,543,508 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,019 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,932 | 12,999 | 13,305 | 13,335 | 296,054 | 1,534,431 | 1,541,001 | 1,541,009 | 1,541,014 | 1,543,495 | 1,543,504 | 1,543,515 | 1,543,948 | 1,543,953 | 1,544,027 | 1,544,191 | 1,544,253 |
0 | 1 | 10 | 19 | 3,583 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 788,036 | 1,534,425 | 1,541,001 | 1,541,007 | 1,541,102 | 1,543,495 | 1,543,504 | 1,543,538 | 1,543,947 | 1,543,950 | 1,544,020 | 1,544,187 | 1,544,253 |
0 | 2 | 9 | 140 | 4,006 | 7,906 | 7,931 | 12,997 | 13,304 | 99,315 | 291,965 | 1,534,528 | 1,541,002 | 1,541,007 | 1,541,176 | 1,543,495 | 1,543,504 | 1,543,545 | 1,543,947 | 1,543,952 | 1,544,018 | 1,544,187 | 1,544,253 |
0 | 1 | 9 | 27 | 3,591 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 1,434,870 | 1,534,566 | 1,541,001 | 1,541,007 | 1,541,066 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 68 | 3,618 | 7,909 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,413 | 1,541,001 | 1,541,007 | 1,541,035 | 1,543,495 | 1,543,504 | 1,543,541 | 1,543,946 | 1,543,951 | 1,544,018 | 1,544,187 | 1,544,253 |
0 | 1 | 9 | 27 | 3,591 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 325,287 | 1,534,412 | 1,541,001 | 1,541,007 | 1,541,058 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,023 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 23 | 3,587 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 340,009 | 1,534,449 | 1,541,001 | 1,541,007 | 1,541,066 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,030 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,932 | 12,999 | 13,305 | 13,335 | 298,141 | 1,534,431 | 1,541,001 | 1,541,009 | 1,541,015 | 1,543,495 | 1,543,504 | 1,543,515 | 1,543,948 | 1,543,953 | 1,544,027 | 1,544,191 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,938 | 13,003 | 13,305 | 13,335 | 719,432 | 1,535,124 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 23 | 3,587 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 395,693 | 1,534,409 | 1,541,001 | 1,541,007 | 1,541,066 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,032 | 1,544,188 | 1,544,253 |
1 | 1 | 10 | 19 | 3,583 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 291,678 | 1,534,413 | 1,541,001 | 1,541,007 | 1,541,053 | 1,543,495 | 1,543,504 | 1,543,525 | 1,543,946 | 1,543,951 | 1,544,018 | 1,544,187 | 1,544,253 |
1 | 1 | 10 | 35 | 3,599 | 7,909 | 7,931 | 12,997 | 13,304 | 13,335 | 682,326 | 1,534,512 | 1,541,001 | 1,541,007 | 1,541,057 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 41 | 3,603 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 1,021,091 | 1,534,430 | 1,541,001 | 1,541,007 | 1,541,057 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,018 | 1,544,188 | 1,544,253 |
1 | 1 | 10 | 17 | 3,581 | 7,906 | 7,959 | 12,998 | 13,305 | 27,883 | 312,729 | 1,535,110 | 1,541,001 | 1,541,007 | 1,541,706 | 1,543,496 | 1,543,504 | 1,543,599 | 1,543,946 | 1,543,950 | 1,544,037 | 1,544,187 | 1,544,253 |
0 | 2 | 9 | 335 | 3,581 | 7,906 | 7,931 | 12,997 | 13,304 | 33,500 | 293,688 | 1,534,904 | 1,541,002 | 1,541,007 | 1,541,175 | 1,543,495 | 1,543,504 | 1,543,565 | 1,543,945 | 1,543,950 | 1,544,024 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 38 | 3,601 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 354,844 | 1,534,453 | 1,541,001 | 1,541,007 | 1,541,292 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,019 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 200 | 3,728 | 7,910 | 7,931 | 12,997 | 13,304 | 13,335 | 294,894 | 1,534,411 | 1,541,001 | 1,541,007 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 187 | 3,581 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 311,398 | 1,534,415 | 1,541,001 | 1,541,007 | 1,541,292 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 35 | 3,599 | 7,909 | 7,931 | 12,997 | 13,304 | 13,335 | 602,121 | 1,534,759 | 1,541,001 | 1,541,007 | 1,541,066 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,022 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 41 | 3,603 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,414 | 1,541,001 | 1,541,007 | 1,541,058 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,030 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 20 | 3,585 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 329,195 | 1,534,420 | 1,541,001 | 1,541,007 | 1,541,045 | 1,543,495 | 1,543,504 | 1,543,532 | 1,543,947 | 1,543,962 | 1,544,019 | 1,544,195 | 1,544,253 |
0 | 1 | 10 | 77 | 3,601 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 310,772 | 1,534,409 | 1,541,001 | 1,541,007 | 1,541,276 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 176 | 3,683 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 1,484,039 | 1,534,416 | 1,541,001 | 1,541,007 | 1,542,179 | 1,543,495 | 1,543,504 | 1,543,739 | 1,543,946 | 1,543,950 | 1,544,018 | 1,544,187 | 1,544,253 |
1 | 1 | 9 | 17 | 3,581 | 7,906 | 7,939 | 12,998 | 13,307 | 13,335 | 291,516 | 1,534,453 | 1,541,001 | 1,541,008 | 1,541,292 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,019 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,942 | 12,998 | 13,305 | 13,335 | 305,972 | 1,535,314 | 1,541,001 | 1,541,007 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,025 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 87 | 3,644 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 651,287 | 1,534,409 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,022 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,962 | 13,008 | 13,305 | 13,335 | 291,519 | 1,534,502 | 1,541,001 | 1,541,007 | 1,541,183 | 1,543,495 | 1,543,504 | 1,543,641 | 1,543,946 | 1,543,958 | 1,544,026 | 1,544,197 | 1,544,253 |
0 | 1 | 9 | 33 | 3,597 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 893,760 | 1,534,417 | 1,541,001 | 1,541,007 | 1,541,578 | 1,543,495 | 1,543,504 | 1,543,694 | 1,543,946 | 1,543,950 | 1,544,036 | 1,544,187 | 1,544,253 |
0 | 1 | 10 | 35 | 3,599 | 7,909 | 7,931 | 12,997 | 13,304 | 13,335 | 591,419 | 1,534,848 | 1,541,001 | 1,541,007 | 1,541,059 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 8,177 | 12,997 | 13,305 | 13,883 | 294,356 | 1,534,444 | 1,541,001 | 1,541,008 | 1,541,292 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,025 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,938 | 13,003 | 13,305 | 13,335 | 399,441 | 1,534,469 | 1,541,001 | 1,541,007 | 1,541,047 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 53 | 3,615 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 318,203 | 1,534,524 | 1,541,001 | 1,541,008 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,933 | 13,000 | 13,305 | 13,335 | 291,516 | 1,534,529 | 1,541,001 | 1,541,007 | 1,542,288 | 1,543,495 | 1,543,504 | 1,543,817 | 1,543,946 | 1,543,950 | 1,544,018 | 1,544,187 | 1,544,253 |
1 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,427 | 1,541,001 | 1,541,007 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 302,274 | 1,534,409 | 1,541,001 | 1,541,007 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 336,431 | 1,534,414 | 1,541,001 | 1,541,007 | 1,541,107 | 1,543,495 | 1,543,504 | 1,543,524 | 1,543,945 | 1,543,952 | 1,544,019 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 1,085,854 | 1,534,409 | 1,541,001 | 1,541,007 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 24 | 3,583 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 291,519 | 1,534,655 | 1,541,001 | 1,541,007 | 1,541,087 | 1,543,495 | 1,543,504 | 1,543,539 | 1,543,946 | 1,543,978 | 1,544,026 | 1,544,197 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,942 | 12,998 | 13,305 | 13,335 | 291,516 | 1,534,839 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
1 | 3 | 10 | 17 | 3,581 | 7,906 | 8,229 | 12,997 | 13,305 | 19,182 | 426,201 | 1,534,437 | 1,541,003 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 19 | 3,583 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 1,257,772 | 1,534,414 | 1,541,001 | 1,541,007 | 1,541,137 | 1,543,495 | 1,543,504 | 1,543,538 | 1,543,947 | 1,543,950 | 1,544,020 | 1,544,187 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,942 | 12,998 | 13,305 | 13,335 | 292,197 | 1,534,478 | 1,541,001 | 1,541,007 | 1,542,129 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,933 | 13,000 | 13,305 | 13,334 | 292,131 | 1,534,449 | 1,541,001 | 1,541,007 | 1,541,189 | 1,543,495 | 1,543,504 | 1,543,523 | 1,543,946 | 1,543,951 | 1,544,018 | 1,544,187 | 1,544,253 |
0 | 1 | 9 | 81 | 3,641 | 7,909 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,756 | 1,541,001 | 1,541,007 | 1,541,035 | 1,543,495 | 1,543,504 | 1,543,541 | 1,543,946 | 1,543,951 | 1,544,018 | 1,544,187 | 1,544,253 |
0 | 1 | 10 | 25 | 3,589 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 751,127 | 1,534,430 | 1,541,001 | 1,541,007 | 1,541,058 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,022 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,938 | 13,003 | 13,305 | 13,335 | 445,512 | 1,535,100 | 1,541,001 | 1,541,008 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,122 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,932 | 12,999 | 13,305 | 13,335 | 297,492 | 1,534,426 | 1,541,001 | 1,541,009 | 1,541,014 | 1,543,495 | 1,543,504 | 1,543,515 | 1,543,948 | 1,543,953 | 1,544,027 | 1,544,191 | 1,544,253 |
0 | 1 | 10 | 17 | 3,581 | 7,906 | 7,954 | 12,998 | 13,305 | 55,267 | 310,490 | 1,534,416 | 1,541,001 | 1,541,007 | 1,541,691 | 1,543,496 | 1,543,504 | 1,543,599 | 1,543,946 | 1,543,950 | 1,544,037 | 1,544,187 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 8,105 | 12,998 | 13,306 | 13,335 | 293,491 | 1,534,414 | 1,541,001 | 1,541,007 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
1 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,415 | 1,541,001 | 1,541,007 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 332,509 | 1,534,410 | 1,541,001 | 1,541,007 | 1,541,019 | 1,543,495 | 1,543,504 | 1,543,527 | 1,543,947 | 1,543,955 | 1,544,019 | 1,544,196 | 1,544,253 |
0 | 1 | 10 | 52 | 3,613 | 7,911 | 7,931 | 12,997 | 13,304 | 13,335 | 341,535 | 1,534,412 | 1,541,001 | 1,541,007 | 1,541,276 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,019 | 1,544,188 | 1,544,253 |
1 | 1 | 9 | 17 | 3,581 | 7,906 | 7,937 | 13,005 | 13,305 | 13,335 | 291,516 | 1,534,504 | 1,541,001 | 1,541,008 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,937 | 13,005 | 13,305 | 13,335 | 291,516 | 1,535,270 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,068 | 1,544,188 | 1,544,253 |
1 | 1 | 9 | 17 | 3,581 | 7,906 | 7,935 | 12,998 | 13,308 | 13,335 | 293,381 | 1,537,016 | 1,541,001 | 1,541,007 | 1,541,043 | 1,543,495 | 1,543,504 | 1,543,523 | 1,543,946 | 1,543,951 | 1,544,018 | 1,544,187 | 1,544,253 |
0 | 1 | 10 | 24 | 3,583 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 291,524 | 1,534,429 | 1,541,001 | 1,541,007 | 1,541,072 | 1,543,495 | 1,543,504 | 1,543,539 | 1,543,946 | 1,543,978 | 1,544,026 | 1,544,197 | 1,544,253 |
1 | 1 | 9 | 822 | 4,211 | 7,909 | 7,931 | 12,997 | 13,304 | 13,335 | 313,427 | 1,534,447 | 1,541,001 | 1,541,007 | 1,541,057 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,024 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,938 | 13,003 | 13,305 | 13,335 | 493,855 | 1,534,454 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 2 | 9 | 346 | 3,581 | 7,906 | 7,931 | 12,997 | 13,304 | 99,648 | 702,723 | 1,534,560 | 1,541,002 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,938 | 13,003 | 13,305 | 13,335 | 1,047,337 | 1,534,666 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 33 | 3,597 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 1,257,775 | 1,534,430 | 1,541,001 | 1,541,007 | 1,541,057 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,938 | 13,003 | 13,305 | 13,335 | 528,162 | 1,534,663 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,092 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 41 | 3,603 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 299,090 | 1,534,432 | 1,541,001 | 1,541,007 | 1,541,017 | 1,543,495 | 1,543,504 | 1,543,516 | 1,543,945 | 1,543,960 | 1,544,024 | 1,544,190 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,932 | 12,999 | 13,305 | 13,335 | 301,088 | 1,534,431 | 1,541,001 | 1,541,007 | 1,541,015 | 1,543,495 | 1,543,504 | 1,543,515 | 1,543,948 | 1,543,953 | 1,544,027 | 1,544,191 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,934 | 13,001 | 13,305 | 13,335 | 459,833 | 1,534,819 | 1,541,001 | 1,541,007 | 1,541,086 | 1,543,495 | 1,543,504 | 1,543,583 | 1,543,946 | 1,543,957 | 1,544,052 | 1,544,192 | 1,544,253 |
1 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,410 | 1,541,001 | 1,541,007 | 1,541,019 | 1,543,495 | 1,543,504 | 1,543,527 | 1,543,947 | 1,543,955 | 1,544,018 | 1,544,196 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,938 | 13,003 | 13,305 | 13,335 | 419,932 | 1,535,184 | 1,541,001 | 1,541,007 | 1,541,047 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,063 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 293,894 | 1,534,414 | 1,541,001 | 1,541,007 | 1,541,097 | 1,543,495 | 1,543,504 | 1,543,524 | 1,543,945 | 1,543,952 | 1,544,025 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,932 | 12,999 | 13,305 | 13,335 | 291,703 | 1,534,426 | 1,541,001 | 1,541,009 | 1,541,015 | 1,543,495 | 1,543,504 | 1,543,515 | 1,543,948 | 1,543,953 | 1,544,031 | 1,544,191 | 1,544,253 |
0 | 1 | 9 | 18 | 3,582 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,416 | 1,541,001 | 1,541,007 | 1,541,019 | 1,543,495 | 1,543,504 | 1,543,527 | 1,543,947 | 1,543,955 | 1,544,019 | 1,544,196 | 1,544,253 |
0 | 1 | 10 | 19 | 3,583 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 292,175 | 1,534,558 | 1,541,001 | 1,541,008 | 1,541,051 | 1,543,495 | 1,543,504 | 1,543,525 | 1,543,946 | 1,543,951 | 1,544,018 | 1,544,187 | 1,544,253 |
0 | 1 | 9 | 56 | 3,619 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,456 | 1,541,001 | 1,541,007 | 1,541,276 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
1 | 1 | 9 | 17 | 3,581 | 7,906 | 7,939 | 12,998 | 13,307 | 13,335 | 291,647 | 1,534,438 | 1,541,001 | 1,541,009 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 369 | 3,757 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,409 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 34 | 3,598 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 320,992 | 1,534,566 | 1,541,001 | 1,541,007 | 1,541,058 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,024 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,939 | 12,998 | 13,307 | 13,335 | 291,516 | 1,534,491 | 1,541,001 | 1,541,008 | 1,541,292 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 57 | 3,620 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,695 | 1,541,001 | 1,541,007 | 1,541,017 | 1,543,495 | 1,543,504 | 1,543,516 | 1,543,945 | 1,543,960 | 1,544,030 | 1,544,190 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,938 | 13,003 | 13,305 | 13,335 | 322,972 | 1,535,820 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,021 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 72 | 3,624 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 1,475,048 | 1,534,414 | 1,541,001 | 1,541,007 | 1,541,059 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,022 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 176 | 3,683 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 473,509 | 1,534,514 | 1,541,001 | 1,541,007 | 1,541,016 | 1,543,495 | 1,543,504 | 1,543,516 | 1,543,945 | 1,543,960 | 1,544,023 | 1,544,190 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,963 | 12,998 | 13,306 | 13,334 | 291,516 | 1,534,939 | 1,541,001 | 1,541,008 | 1,541,047 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 2 | 9 | 317 | 3,581 | 7,906 | 7,931 | 12,997 | 13,304 | 32,891 | 439,557 | 1,534,932 | 1,541,002 | 1,541,007 | 1,541,566 | 1,543,495 | 1,543,504 | 1,543,711 | 1,543,945 | 1,543,953 | 1,544,039 | 1,544,213 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,932 | 12,999 | 13,305 | 13,335 | 291,702 | 1,534,426 | 1,541,001 | 1,541,009 | 1,541,015 | 1,543,495 | 1,543,504 | 1,543,515 | 1,543,948 | 1,543,953 | 1,544,031 | 1,544,191 | 1,544,253 |
0 | 1 | 9 | 27 | 3,591 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,411 | 1,541,001 | 1,541,007 | 1,541,059 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,022 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 21 | 3,584 | 7,909 | 7,931 | 12,997 | 13,304 | 13,335 | 291,516 | 1,534,412 | 1,541,001 | 1,541,007 | 1,541,052 | 1,543,496 | 1,543,505 | 1,543,562 | 1,543,947 | 1,543,950 | 1,544,029 | 1,544,187 | 1,544,253 |
0 | 1 | 9 | 27 | 3,591 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 979,865 | 1,534,585 | 1,541,001 | 1,541,007 | 1,541,059 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,022 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,932 | 12,999 | 13,305 | 13,335 | 320,890 | 1,534,422 | 1,541,001 | 1,541,009 | 1,541,014 | 1,543,495 | 1,543,504 | 1,543,515 | 1,543,948 | 1,543,953 | 1,544,033 | 1,544,191 | 1,544,253 |
0 | 1 | 10 | 31 | 3,595 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 675,297 | 1,534,409 | 1,541,001 | 1,541,007 | 1,541,066 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 62 | 3,609 | 7,908 | 7,931 | 12,997 | 13,304 | 13,335 | 293,724 | 1,534,409 | 1,541,001 | 1,541,007 | 1,541,276 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,025 | 1,544,188 | 1,544,253 |
0 | 3 | 10 | 17 | 3,581 | 7,906 | 7,972 | 12,997 | 13,305 | 13,334 | 1,027,768 | 1,534,428 | 1,541,003 | 1,541,009 | 1,541,047 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,038 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,941 | 12,998 | 13,307 | 103,192 | 756,257 | 1,534,698 | 1,541,001 | 1,541,008 | 1,541,783 | 1,543,495 | 1,543,504 | 1,543,666 | 1,543,946 | 1,543,950 | 1,544,020 | 1,544,187 | 1,544,253 |
0 | 1 | 10 | 23 | 3,587 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 908,963 | 1,534,448 | 1,541,001 | 1,541,007 | 1,541,058 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,023 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,943 | 13,007 | 13,306 | 13,335 | 292,873 | 1,534,419 | 1,541,001 | 1,541,007 | 1,541,291 | 1,543,495 | 1,543,504 | 1,543,575 | 1,543,945 | 1,543,950 | 1,544,025 | 1,544,188 | 1,544,253 |
0 | 4 | 9 | 17 | 3,581 | 7,906 | 7,989 | 12,997 | 13,304 | 13,335 | 623,555 | 1,534,601 | 1,541,001 | 1,541,008 | 1,541,047 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,071 | 1,544,188 | 1,544,253 |
1 | 1 | 9 | 38 | 3,601 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 294,716 | 1,535,614 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 17 | 3,581 | 7,906 | 7,933 | 13,000 | 13,305 | 13,334 | 291,516 | 1,534,839 | 1,541,001 | 1,541,007 | 1,541,047 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,018 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 32 | 3,596 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 413,946 | 1,534,612 | 1,541,001 | 1,541,007 | 1,541,057 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,023 | 1,544,188 | 1,544,253 |
0 | 1 | 10 | 25 | 3,589 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 599,078 | 1,534,412 | 1,541,001 | 1,541,007 | 1,541,066 | 1,543,495 | 1,543,504 | 1,543,521 | 1,543,945 | 1,543,951 | 1,544,022 | 1,544,188 | 1,544,253 |
0 | 1 | 9 | 58 | 3,608 | 7,907 | 7,931 | 12,997 | 13,304 | 13,335 | 1,038,447 | 1,534,597 | 1,541,001 | 1,541,007 | 1,541,048 | 1,543,495 | 1,543,504 | 1,543,533 | 1,543,945 | 1,543,974 | 1,544,023 | 1,544,188 | 1,544,253 |
Dataset description:
This dataset contains about 10 days of labeled click-through data on mobile advertisements. It has 22 feature fields including user features and advertisement attributes. The preprocessed data are randomly split into 7:1:2* as the training set, validation set, and test set, respectively.
The dataset statistics are summarized as follows:
| Dataset | Total | #Train | #Validation | #Test |
|---|---|---|---|---|
| Avazu_x1 | 40,428,967 | 28,300,276 | 4,042,897 | 8,085,794 |
Download: https://huggingface.co/datasets/reczoo/Avazu_x1/tree/main
Repository: https://github.com/reczoo/Datasets
Used by papers:
Check the md5sum for data integrity:
$ md5sum train.csv valid.csv test.csv
f1114a07aea9e996842c71648e0f6395 train.csv
d9568f246357d156c4b8030fadb8b623 valid.csv
9e2fe9c48705c9315ae7a0953eb57acf test.csv