Datasets:

reczoo
/

MovielensLatest_x1

label int64 0 1	user_id int64 0 90.4k	item_id int64 1 90.4k	tag_id int64 2 69.1k
0	51,798	2,473	37,583
0	66,335	61,344	29,842
0	89,085	60,033	47,050
1	61,293	8,073	3,903
0	81,335	56,575	50,067
0	65,166	48,181	12,510
0	75,300	26,027	38,510
1	10,219	2,122	383
1	80,855	80,856	24,728
1	67,033	721	19,495
0	80,574	4,352	1,885
0	90,194	13,389	13,229
0	81,469	34,789	24,788
1	76,049	56,307	51,431
0	63,553	1,662	46,915
0	86,940	13,820	44,681
1	39,479	39,496	972
0	68,854	57,527	41,338
0	85,648	488	24,424
1	86,148	10,155	82
0	65,166	25,552	27,746
1	68,854	63,464	9,130
0	67,886	800	46,637
0	74,824	17,296	8,180
0	86,498	41,080	28,484
0	65,166	60,615	28,617
1	71,708	25,715	764
0	85,231	16,221	16,180
0	80,954	62,140	43,799
0	80,874	1,656	34,769
0	84,982	603	26,084
0	80,034	11,717	54,781
1	58,995	13,820	12,684
0	66,217	57,129	24,385
1	82,033	6,833	10,044
1	80,179	12,914	17,734
0	68,658	8,171	28,680
1	81,557	26,261	10,504
0	88,928	67,064	27,341
0	71,683	29,781	6,713
1	66,893	501	14,782
0	85,606	721	24,507
0	78,897	40,815	30,825
0	87,624	8,171	35,649
0	67,270	15,255	39,558
0	59,125	603	22,563
0	86,301	21,868	2,516
0	86,299	46,892	49,832
1	85,783	19,482	11,347
1	90,194	10,099	477
1	57,686	33,143	1,814
0	61,861	54,364	35,746
0	78,005	13,687	25,123
1	68,220	65,248	6,802
1	81,792	28,147	10,444
0	66,590	12,833	23,703
0	68,854	60,433	3,848
0	87,689	1,630	40,066
1	38,499	8,965	13,046
0	74,856	7,523	19,303
0	75,092	19,389	33,433
1	60,494	53,608	33,158
0	82,036	73,796	58,562
1	55,712	392	409
0	74,724	47,209	29,720
1	52,064	11,105	11,878
1	84,833	5,150	5,157
1	84,910	1,846	35,538
0	49,624	10,355	45,183
1	86,072	70,460	3,831
0	87,509	1,508	10,010
0	76,824	15,783	19,734
0	72,038	11,495	45,541
0	85,911	85,939	20,046
1	78,559	68,148	14,525
0	77,375	1,678	47,379
0	54,423	653	21,760
0	90,077	23,748	6,355
0	68,854	69,666	36,331
1	64,128	20,609	13,481
1	87,906	16,842	2,012
0	72,038	10,099	33,513
0	75,774	5,573	15,708
1	86,940	36,699	1,898
1	78,559	13,577	3,302
0	87,742	30,648	60,288
1	62,154	60,463	914
1	76,877	33,569	3,885
0	68,854	22,624	9,140
1	66,779	10,099	477
1	59,709	59,917	8,534
0	64,920	7,504	55,530
0	43,874	1,052	36,230
1	67,393	50,423	1,923
0	49,624	12,512	13,530
1	77,567	63,583	12,223
0	80,103	49,406	29,856
0	62,154	3,160	28,672
0	46,657	7,537	3,166
1	63,329	1,508	4,553

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Check out the documentation for more information.

MovielensLatest_x1

The MovieLens dataset consists of users' tagging records on movies. The task is formulated as personalized tag recommendation with each tagging record (user_id, item_id, tag_id) as an data instance. The target value denotes whether the user has assigned a particular tag to the movie. We provide the reusable, processed dataset released by the BARS benchmark, which are randomly split into 7:2:1 as the training set, validation set, and test set, respectively.

Dataset Details

Repository: https://github.com/reczoo/BARS/blob/main/datasets/MovieLens/README.md#movielenslatest_x1
Used by papers:
- Kelong Mao, Jieming Zhu, Liangcai Su, Guohao Cai, Yuru Li, Zhenhua Dong. FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction. In AAAI 2023.
- Jieming Zhu, Qinglin Jia, Guohao Cai, Quanyu Dai, Jingjie Li, Zhenhua Dong, Ruiming Tang, Rui Zhang. FINAL: Factorized Interaction Layer for CTR Prediction. In SIGIR 2023.
- Weiyu Cheng, Yanyan Shen, Linpeng Huang. Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions. In AAAI 2020.

Check the md5sum for data integrity:

```bash
$ md5sum train.csv valid.csv test.csv
efc8bceeaa0e895d566470fc99f3f271 train.csv
e1930223a5026e910ed5a48687de8af1 valid.csv
54e8c6baff2e059fe067fb9b69e692d0 test.csv
```

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Paper for reczoo/MovielensLatest_x1

FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction

Paper • 2304.00902 • Published Apr 3, 2023