Datasets:

reczoo
/

Criteo_x1

label int64 0 1	I1 float64 0 1	I2 float64 0 1	I3 float64 0 1	I4 float64 0 1	I5 float64 0 1	I6 float64 0 1	I7 float64 0 1	I8 float64 0 1	I9 float64 0 1	I10 float64 0 1	I11 float64 0 1	I12 float64 0 1	I13 float64 0 1	C1 int64 14 1.47k	C2 int64 1.47k 2.03k	C3 int64 2.03k 416k	C4 int64 416k 664k	C5 int64 664k 665k	C6 int64 665k 665k	C7 int64 665k 677k	C8 int64 677k 677k	C9 int64 677k 677k	C10 int64 677k 732k	C11 int64 732k 737k	C12 int64 737k 1.15M	C13 int64 1.15M 1.15M	C14 int64 1.15M 1.15M	C15 int64 1.15M 1.16M	C16 int64 1.16M 1.53M	C17 int64 1.53M 1.53M	C18 int64 1.53M 1.53M	C19 int64 1.53M 1.54M	C20 int64 1.54M 1.54M	C21 int64 1.54M 1.93M	C22 int64 1.93M 1.93M	C23 int64 1.93M 1.93M	C24 int64 1.93M 2.02M	C25 int64 2.02M 2.02M	C26 int64 2.02M 2.09M
1	0	0.008292	0.11	0.1	0.160344	0.068	0.02	0.08	0.01	0	0.1	0	0.1	18	1,479	2,032	420,661	664,216	664,521	664,814	676,748	677,367	677,662	732,093	737,432	1,147,338	1,150,514	1,150,550	1,163,036	1,528,983	1,528,994	1,534,050	1,536,021	1,536,022	1,934,144	1,934,163	1,934,311	2,022,806	2,024,736
1	0	0.134328	0.02	0.3	0.067359	0.17	0.04	0.36	0.46	0	0.3	0	0.3	15	1,669	168,320	530,790	664,217	664,526	664,929	676,733	677,367	677,606	732,155	910,458	1,147,414	1,150,512	1,151,620	1,318,886	1,528,982	1,529,471	1,533,924	1,536,018	1,707,732	1,934,144	1,934,163	1,935,911	2,022,801	2,022,897
0	0	0.003317	0	0	0.077438	0	0	0.74	0.194	0	0	0	0	18	1,508	2,033	415,607	664,216	664,524	665,408	676,733	677,367	677,371	733,145	737,433	1,147,419	1,150,518	1,150,585	1,163,037	1,528,986	1,529,049	1,533,924	1,536,018	1,536,023	1,934,144	1,934,169	1,934,181	2,022,801	2,022,897
1	1	0.533997	0	0.08	0.000078	0.008	0.89	0.8	0.176	0.3	0.4	1	0.08	14	1,486	2,208	415,748	664,216	664,523	664,568	676,733	677,367	677,567	732,126	737,610	1,147,380	1,150,512	1,150,557	1,163,164	1,528,988	1,529,017	1,533,924	1,536,018	1,536,209	1,934,144	1,934,163	1,934,312	2,022,801	2,022,897
0	0	0.097844	0.02	0	0	0	0	0	0.002	0	0	0	0	16	1,497	2,034	415,607	664,216	664,523	664,579	676,734	677,368	677,371	732,150	737,435	1,147,335	1,150,512	1,150,612	1,163,039	1,528,990	1,529,030	1,533,924	1,536,018	1,536,025	1,934,144	1,934,167	1,934,181	2,022,801	2,022,897
0	0	0.003317	0	0	1	0.284	0	0.14	0.126	0	0	0	0	17	1,508	2,033	415,607	664,216	664,523	670,636	676,733	677,368	679,462	733,079	737,433	1,148,253	1,150,518	1,150,585	1,163,037	1,528,983	1,529,049	1,533,924	1,536,018	1,536,023	1,934,144	1,934,164	1,934,181	2,022,801	2,022,897
0	0	0.004975	0.78	0.02	0.247422	0.44	0.01	0.02	0.002	0	0.1	0	0.02	14	1,481	2,032	416,625	664,216	664,524	665,501	676,733	677,367	677,412	732,501	737,432	1,147,749	1,150,513	1,150,544	1,164,501	1,528,984	1,528,997	1,534,555	1,536,019	1,539,599	1,934,144	1,934,164	1,934,182	2,022,803	2,023,203
0	0	0.041459	0.03	0.28	0.046344	0.58	0.62	0.38	0.508	0	0.2	0	1	14	1,773	2,032	416,771	664,216	664,522	664,874	676,733	677,367	677,830	732,367	737,432	1,147,614	1,150,513	1,151,866	1,163,036	1,528,982	1,529,599	1,533,924	1,536,018	1,536,022	1,934,144	1,934,165	1,934,304	2,022,801	2,022,897
1	0.1	0.003317	0	0	0.000281	0	0.02	0	0	0.1	0.1	0	0	14	1,627	2,032	415,606	664,216	664,521	665,407	676,740	677,367	677,371	732,942	737,432	1,148,059	1,150,512	1,151,266	1,163,036	1,528,983	1,529,232	1,534,016	1,536,019	1,536,022	1,934,144	1,934,163	1,939,653	2,022,803	2,027,008
0	0.3	0.006633	0	0.06	0.000719	0.02	0.17	0.76	0.264	0.1	0.4	0	0.06	16	1,584	2,032	484,600	664,218	664,524	664,557	676,733	677,367	677,464	732,112	737,432	1,147,358	1,150,513	1,151,080	1,163,036	1,528,982	1,529,287	1,533,924	1,536,018	1,536,022	1,934,144	1,934,163	1,935,646	2,022,801	2,022,897
0	0.1	0.004975	0.09	0.1	0.000687	0.01	0.02	0.08	0.01	0.2	0.2	0	0.1	16	1,580	2,325	415,978	664,219	664,522	664,668	676,734	677,367	678,537	732,195	737,737	1,147,365	1,150,513	1,150,848	1,163,363	1,528,983	1,529,127	1,533,925	1,536,019	1,536,334	1,934,144	1,934,163	1,934,207	2,022,807	2,023,439
0	0	0.003317	0.04	0	0.179563	0	0	0	0	0	0	0	0	15	1,495	2,032	420,034	664,216	664,521	665,587	676,733	677,367	677,371	732,410	737,432	1,147,655	1,150,512	1,150,632	1,180,864	1,528,989	1,529,004	1,533,925	1,536,021	1,536,022	1,934,144	1,934,163	1,937,900	2,022,803	2,025,712
0	0	0.003317	0.05	0	0.543859	0.164	0	0	0.12	0	0	0	0	21	1,479	2,032	522,170	664,217	664,526	668,124	676,734	677,367	682,515	736,134	737,432	1,148,688	1,150,513	1,150,542	1,163,036	1,528,982	1,528,994	1,534,943	1,536,021	1,536,022	1,934,144	1,934,163	1,968,728	2,022,805	2,048,771
0	0	0.016584	0.01	0	0.142625	0	0	0	0.014	0	0	0	0	23	1,475	2,032	418,331	664,216	664,523	665,594	676,733	677,367	677,371	733,020	737,432	1,148,200	1,150,513	1,154,403	1,167,564	1,528,986	1,530,502	1,533,924	1,536,018	1,536,022	1,934,144	1,934,167	1,934,182	2,022,801	2,022,897
0	0	1	0.12	0.18	0.027734	0	0	0.32	0.062	0	0	0	0.32	15	1,508	2,033	415,607	664,221	664,523	664,671	676,734	677,367	677,371	732,237	737,433	1,147,500	1,150,518	1,150,585	1,163,037	1,528,986	1,529,049	1,533,924	1,536,018	1,536,023	1,934,144	1,934,164	1,934,181	2,022,801	2,022,897
0	0	0.456053	0.04	0.26	0.067266	1	0.01	0.68	0.684	0	0.1	0	1	14	1,882	2,033	415,607	664,217	664,522	667,334	676,737	677,367	677,942	732,671	737,433	1,147,905	1,150,512	1,153,069	1,163,037	1,528,987	1,530,042	1,533,924	1,536,018	1,536,023	1,934,144	1,934,166	1,934,181	2,022,801	2,022,897
0	0	0.006633	0.23	0.06	1	1	0	0.08	0.088	0	0	0	0.06	15	1,490	2,041	415,617	664,216	664,523	671,101	676,733	677,368	681,780	733,658	737,442	1,148,688	1,150,512	1,150,579	1,163,047	1,528,983	1,529,008	1,533,925	1,536,020	1,536,033	1,934,144	1,934,163	1,934,194	2,022,804	2,022,920
0	0	0.131012	0.03	0	0.078578	0	0	0.32	0	0	0	0	0	14	1,482	2,032	415,608	664,219	664,524	664,613	676,736	677,367	677,375	732,086	737,434	1,147,333	1,150,512	1,150,551	1,163,038	1,528,984	1,528,995	1,533,924	1,536,018	1,536,024	1,934,144	1,934,164	1,934,180	2,022,801	2,022,897
0	0.25	0.084577	0.01	0.7	0.008922	0.136	0.06	0.26	0.554	0.1	0.2	0	0.76	14	1,556	2,032	415,611	664,216	664,522	665,294	676,733	677,367	687,747	732,260	737,432	1,147,524	1,150,513	1,150,618	1,163,036	1,528,982	1,529,084	1,533,926	1,536,019	1,536,022	1,934,144	1,934,168	1,934,183	2,022,804	2,022,899
0	0	0.008292	0.1	0.14	0.024453	0.29	1	0.3	0.54	0	1	0	0.14	25	1,479	2,032	419,507	664,216	664,521	665,428	676,733	677,367	677,408	732,093	737,432	1,147,338	1,150,513	1,150,542	1,166,634	1,528,988	1,528,994	1,533,928	1,536,019	1,536,022	1,934,144	1,934,165	1,935,195	2,022,820	2,023,649
1	0	0.003317	0	0	0.099953	0.102	0.01	0.26	0.098	0	0.1	0	0	14	1,475	2,032	415,606	664,216	664,521	664,814	676,733	677,367	677,662	732,093	737,432	1,147,338	1,150,512	1,150,700	1,163,036	1,528,984	1,529,154	1,533,924	1,536,018	1,536,022	1,934,144	1,934,163	1,934,188	2,022,801	2,022,897
0	0	0.004975	0.02	0.2	0.024	0.092	0.01	0.36	0.056	0	0.1	0	0.2	17	1,491	2,049	415,625	664,216	664,523	664,645	676,733	677,367	677,676	732,205	737,450	1,147,469	1,150,516	1,150,619	1,163,053	1,528,985	1,529,085	1,533,924	1,536,018	1,536,043	1,934,144	1,934,166	1,934,187	2,022,801	2,022,897
0	0	0.004975	0	0	0.635906	1	0	0.04	0.046	0	0	0	0.04	14	1,496	2,047	415,609	664,216	664,522	664,726	676,733	677,367	677,668	732,105	737,448	1,147,353	1,150,513	1,150,653	1,163,060	1,528,984	1,529,039	1,533,924	1,536,018	1,536,040	1,934,144	1,934,163	1,934,184	2,022,801	2,022,897
0	0	0.018242	0	0.04	0.478391	0	0	0.1	0.08	0	0	0	0.04	14	1,496	2,037	415,609	664,217	664,522	665,627	676,735	677,367	679,703	732,466	737,438	1,147,718	1,150,513	1,150,653	1,163,042	1,528,984	1,529,039	1,533,924	1,536,018	1,536,028	1,934,144	1,934,164	1,934,184	2,022,801	2,022,897
0	0	0.008292	0	0.06	0.025031	0.016	0.01	0.06	0.016	0	0.1	0	0.06	14	1,494	2,032	431,002	664,216	664,523	668,343	676,733	677,367	687,482	733,266	737,432	1,148,399	1,150,513	1,151,263	1,180,401	1,528,984	1,529,090	1,533,925	1,536,019	1,536,022	1,934,144	1,934,163	1,936,617	2,022,807	2,031,022
0	0	0.004975	0.21	0.08	0.158141	0	0	0.14	0.154	0	0	0	0.1	14	1,536	2,083	415,671	664,216	664,522	667,067	676,733	677,367	677,966	733,105	737,489	1,148,273	1,150,512	1,150,709	1,163,100	1,528,989	1,529,062	1,533,925	1,536,020	1,536,081	1,934,144	1,934,164	1,934,237	2,022,802	2,022,903
1	0	0.004975	0.01	0	0	0	0	0.02	0	0	0	0	0	14	1,475	2,189	415,802	664,216	664,523	664,553	676,734	677,368	677,371	732,102	737,592	1,147,339	1,150,514	1,153,143	1,163,218	1,528,990	1,529,213	1,533,924	1,536,018	1,536,196	1,934,144	1,934,169	1,934,353	2,022,801	2,022,897
0	0.1	0.004975	0.22	0.04	0.012453	0.068	0.06	0.54	0.264	0.1	0.2	0	0.04	14	1,481	6,176	420,090	664,216	664,524	665,417	676,736	677,367	678,058	732,362	741,698	1,147,581	1,150,513	1,150,544	1,166,833	1,528,982	1,528,997	1,533,957	1,536,021	1,540,461	1,934,146	1,934,165	1,937,947	2,022,803	2,025,707
0	0	0.107794	0.18	0.12	0.001406	0	0	0.12	0.012	0	0	0	0.12	14	1,484	2,032	415,676	664,218	664,521	665,676	676,733	677,367	677,389	734,583	737,432	1,148,306	1,150,513	1,150,777	1,163,267	1,528,984	1,529,146	1,533,925	1,536,019	1,536,241	1,934,144	1,934,164	1,934,182	2,022,803	2,022,941
1	0	0.043118	0.83	0.04	0	0	0	0.04	0.004	0	0	0	0.04	17	1,484	3,154	417,124	664,216	664,522	665,216	676,741	677,368	677,371	732,785	738,586	1,147,975	1,150,513	1,150,592	1,164,346	1,528,990	1,529,013	1,533,925	1,536,020	1,537,223	1,934,146	1,934,167	1,935,598	2,022,803	2,023,043
1	0.05	0.004975	0.03	0.06	0.000172	0.006	0.01	0.08	0.006	0.1	0.1	0	0.06	122	1,502	2,032	415,606	664,216	664,522	664,865	676,733	677,367	677,371	732,380	737,432	1,147,627	1,150,513	1,150,587	1,163,036	1,528,984	1,529,015	1,534,094	1,536,021	1,536,022	1,934,144	1,934,163	1,967,368	2,022,810	2,050,182
0	0	0.111111	0.02	0.04	0.036828	0.31	0.01	0.44	0.144	0	0.1	0	0.08	15	1,482	2,032	415,608	664,217	664,524	665,376	676,733	677,367	678,125	732,371	737,434	1,147,620	1,150,512	1,150,539	1,163,038	1,528,984	1,528,995	1,533,924	1,536,018	1,536,024	1,934,144	1,934,164	1,934,180	2,022,801	2,022,897
0	0	0.003317	0	0	0	0	0	0	0.012	0	0	0	0	14	1,506	6,101	417,574	664,216	664,521	664,553	676,734	677,368	677,371	732,102	741,621	1,147,339	1,150,514	1,151,082	1,164,763	1,528,990	1,529,205	1,533,924	1,536,018	1,538,414	1,934,144	1,934,163	1,934,222	2,022,801	2,022,897
1	0	0.004975	0.03	0.02	0.023688	0.016	0.03	0.04	0.008	0	0.3	0	0.02	16	1,494	2,219	415,840	664,216	664,522	666,865	676,733	677,367	683,372	733,299	737,627	1,148,430	1,150,517	1,151,912	1,163,252	1,528,982	1,529,454	1,533,925	1,536,019	1,536,226	1,934,145	1,934,163	1,934,360	2,022,807	2,023,457
0	0	0.003317	0.04	0	0.030953	0.028	0.01	0	0.002	0	0.1	0	0	15	1,484	3,290	417,107	664,217	664,521	665,676	676,733	677,367	677,389	733,910	738,724	1,148,306	1,150,512	1,150,595	1,164,357	1,528,984	1,529,013	1,533,925	1,536,021	1,537,369	1,934,144	1,934,164	1,935,577	2,022,803	2,025,868
0	0	0.018242	0.64	0.2	0.158078	0.038	0.03	0.24	0.028	0	0.1	0	0.22	15	1,481	2,035	415,610	664,216	664,521	665,104	676,734	677,367	678,263	732,199	737,436	1,147,462	1,150,518	1,150,570	1,163,040	1,528,983	1,529,012	1,533,930	1,536,020	1,536,026	1,934,144	1,934,163	1,934,182	2,022,803	2,022,904
1	0	0.003317	0	0	0.036469	0.072	0.12	0.48	0.318	0	0.7	0	0	14	1,491	2,143	415,627	664,216	664,523	664,550	676,733	677,367	677,407	732,087	737,547	1,147,334	1,150,513	1,150,733	1,163,055	1,528,982	1,529,184	1,533,924	1,536,018	1,536,153	1,934,144	1,934,163	1,934,187	2,022,801	2,022,897
0	0	1	0.02	0	0.295703	0.008	0.16	0	0.008	0	0.3	0	0	14	1,479	2,032	428,804	664,216	664,521	664,665	676,736	677,367	677,384	732,132	840,062	1,147,389	1,150,512	1,150,546	1,174,809	1,528,982	1,528,994	1,534,045	1,536,020	1,633,927	1,934,144	1,934,163	1,935,129	2,022,804	2,022,932
1	0	0.013267	0.25	0.04	0.483453	0.424	0.34	0.04	0.048	0	0	0	0.04	14	1,512	2,105	415,704	664,216	664,522	664,667	676,735	677,367	683,023	732,123	737,510	1,147,377	1,150,512	1,150,623	1,163,125	1,528,982	1,529,024	1,533,925	1,536,020	1,536,105	1,934,146	1,934,163	1,934,279	2,022,806	2,022,914
1	0.05	0.006633	0.04	0.06	0.005906	0.024	0.27	0.56	1	0.1	1	0	0.2	14	1,485	106,356	500,009	664,216	664,523	665,027	676,733	677,367	677,575	732,178	841,155	1,147,433	1,150,517	1,150,594	1,263,158	1,528,985	1,528,999	1,533,925	1,536,021	1,637,486	1,934,144	1,934,164	1,935,792	2,022,809	2,024,230
0	0	0.291874	0.07	0.24	0.048953	0.08	0.27	0.58	0.404	0	0.9	0	0.24	17	1,500	2,032	415,759	664,217	664,523	664,554	676,733	677,367	678,209	732,095	737,432	1,147,345	1,150,514	1,150,588	1,163,517	1,528,982	1,529,052	1,533,924	1,536,018	1,539,255	1,934,144	1,934,165	1,934,199	2,022,801	2,022,897
0	0	0.116086	0.03	0.24	0.022969	0.104	0.14	0.12	0.144	0	0.1	0	0.24	16	1,482	2,032	415,608	664,216	664,524	665,178	676,733	677,367	681,141	732,282	737,434	1,147,540	1,150,512	1,150,551	1,163,038	1,528,982	1,528,995	1,533,924	1,536,018	1,536,024	1,934,144	1,934,163	1,934,180	2,022,801	2,022,897
0	0.3	1	0.03	0	0.020922	0.192	0.83	0.72	0.9	0	1	0	0	15	1,475	2,853	416,735	664,216	664,522	669,213	676,737	677,367	678,597	733,293	738,287	1,148,423	1,150,516	1,152,063	1,164,005	1,528,989	1,529,826	1,533,924	1,536,018	1,536,902	1,934,144	1,934,165	1,934,996	2,022,801	2,022,897
0	0	0.008292	0	0.2	0.117719	0.024	0.18	0.06	0.084	0	0.3	0	0.22	15	1,560	2,032	415,719	664,216	664,522	666,310	676,745	677,367	678,363	732,201	737,432	1,147,465	1,150,513	1,150,854	1,163,372	1,528,982	1,529,097	1,533,925	1,536,021	1,536,022	1,934,144	1,934,163	1,934,182	2,022,810	2,023,195
0	0	0.12272	0.01	0.14	0.045391	0.09	0.03	0.14	0.056	0	0.1	0	0.14	14	1,495	2,032	415,606	664,216	664,521	665,687	676,733	677,367	677,371	732,792	737,432	1,148,016	1,150,517	1,150,608	1,163,036	1,528,982	1,529,004	1,535,118	1,536,021	1,536,022	1,934,144	1,934,163	1,986,617	2,022,804	2,048,387
1	0.15	0.003317	0.09	0.16	0.007375	0.016	0.05	0.4	0.224	0.1	0.2	0	0.16	14	1,516	187,518	549,875	664,225	664,522	665,230	676,735	677,367	681,724	732,270	924,205	1,147,530	1,150,513	1,150,663	1,332,244	1,528,982	1,529,038	1,533,945	1,536,019	1,721,480	1,934,146	1,934,164	1,937,257	2,022,811	2,025,196
0	0.1	0.558872	0	0	0.00125	0	0.06	0	0.046	0.1	0.5	0	0	14	1,475	2,032	419,333	664,217	664,522	664,996	676,733	677,367	677,655	732,284	737,432	1,147,541	1,150,519	1,154,377	1,169,921	1,528,987	1,531,040	1,533,924	1,536,018	1,536,022	1,934,146	1,934,169	1,934,182	2,022,801	2,022,897
0	0.05	0.013267	0.06	0.06	0.000031	0.006	0.01	0.06	0.006	0.1	0.1	0	0.06	15	1,477	2,586	416,356	664,216	664,522	666,493	676,758	677,367	682,543	732,855	738,002	1,148,072	1,150,516	1,151,361	1,163,672	1,528,984	1,529,001	1,533,925	1,536,020	1,536,606	1,934,144	1,934,164	1,934,931	2,022,802	2,022,925
0	0	0.013267	0.78	0.02	0.314563	0	0	0.1	0	0	0	0	0.08	14	1,483	2,032	415,606	664,216	664,522	664,897	676,733	677,367	687,572	732,200	737,432	1,147,464	1,150,512	1,150,558	1,163,036	1,528,983	1,528,996	1,533,928	1,536,019	1,536,022	1,934,144	1,934,166	1,934,475	2,022,806	2,023,010
0	0	0.006633	0.01	0	0	0	0	0.02	0.122	0	0	0	0	14	1,475	2,071	415,657	664,216	664,522	664,683	676,734	677,368	677,371	732,302	737,476	1,147,431	1,150,512	1,150,773	1,163,087	1,528,990	1,529,114	1,533,924	1,536,018	1,536,067	1,934,144	1,934,167	1,934,233	2,022,801	2,022,897
0	0.05	0.006633	0.37	0.16	0.005297	0.076	0.01	0.16	0.02	0.1	0.1	0.1	0.2	19	1,490	5,304	420,067	664,216	664,523	665,551	676,739	677,367	677,371	732,755	740,790	1,147,982	1,150,512	1,150,655	1,166,815	1,528,985	1,529,047	1,533,925	1,536,020	1,539,488	1,934,144	1,934,163	1,937,915	2,022,804	2,023,951
1	0	0.003317	0	0	0.16275	0.134	0.09	0	0.14	0	0.2	0	0	19	1,506	23,336	417,360	664,216	664,522	666,388	676,885	677,367	677,766	732,774	759,222	1,147,999	1,150,512	1,150,702	1,164,805	1,528,982	1,529,155	1,533,924	1,536,018	1,547,866	1,934,144	1,934,163	1,934,222	2,022,801	2,022,897
0	0	0.003317	0	0	0.2865	0.054	0.01	0.02	0.05	0	0.1	0	0	14	1,582	2,047	415,609	664,216	664,522	665,597	676,734	677,367	677,371	732,414	737,448	1,147,660	1,150,512	1,151,034	1,163,060	1,528,984	1,529,130	1,533,925	1,536,019	1,536,040	1,934,144	1,934,163	1,934,184	2,022,810	2,023,024
0	0.15	0.058043	0	0.2	0.000719	0.016	0.04	0.14	0.052	0.1	0.2	0	0.16	16	1,484	2,215	415,837	664,216	664,522	667,061	676,733	677,367	677,371	733,345	737,623	1,148,470	1,150,513	1,151,253	1,163,247	1,528,983	1,529,307	1,533,925	1,536,019	1,536,222	1,934,144	1,934,163	1,934,182	2,022,803	2,023,042
0	0	0.12272	0	0	0.184312	1	0.02	0.66	0.41	0	0.1	0	0	14	1,647	2,615	416,394	664,216	664,522	664,750	676,734	677,367	677,548	732,165	738,034	1,147,423	1,150,514	1,151,491	1,163,707	1,528,982	1,529,296	1,533,924	1,536,018	1,536,642	1,934,144	1,934,165	1,934,449	2,022,801	2,022,897
0	1	0.004975	0.81	0.46	0.000875	0.08	1	0.96	0.938	0.1	0.7	0.1	0.46	17	1,507	2,032	453,932	664,216	664,522	664,894	676,734	677,367	678,543	732,148	737,432	1,147,404	1,150,513	1,150,680	1,163,036	1,528,987	1,529,033	1,533,925	1,536,021	1,536,022	1,934,144	1,934,168	1,940,569	2,022,803	2,028,355
0	0	0.101161	0.06	0	0	0	0	0	0.018	0	0	0	0	15	1,481	123,128	511,454	664,216	664,521	664,683	676,737	677,368	677,371	732,302	859,274	1,147,431	1,150,512	1,150,553	1,280,574	1,528,990	1,528,997	1,533,955	1,536,019	1,662,331	1,934,144	1,934,167	1,947,592	2,022,803	2,033,750
0	0	0.006633	0.01	0	0.025063	0.004	0.13	0.04	0.012	0	0.2	0	0	14	1,503	2,032	415,606	664,216	664,521	666,865	676,733	677,367	722,936	733,299	737,432	1,148,430	1,150,513	1,150,642	1,163,036	1,528,982	1,529,016	1,533,925	1,536,021	1,536,022	1,934,144	1,934,163	1,962,740	2,022,803	2,036,873
0	0	0.094527	0.13	0.18	0.053297	0.15	0.03	0.42	0.226	0	0.2	0	0.18	15	1,481	2,306	415,946	664,216	664,523	665,213	676,733	677,367	687,865	732,145	737,717	1,147,402	1,150,512	1,150,553	1,163,344	1,528,985	1,528,997	1,533,925	1,536,021	1,536,314	1,934,144	1,934,163	1,934,179	2,022,803	2,023,076
0	0	0.006633	0.01	0.02	0.096047	0	0	0.2	0.022	0	0	0	0.02	14	1,497	2,034	415,607	664,217	664,522	664,590	676,733	677,367	693,303	732,113	737,435	1,147,361	1,150,513	1,150,625	1,163,039	1,528,982	1,529,040	1,533,924	1,536,018	1,536,025	1,934,144	1,934,169	1,934,181	2,022,801	2,022,897
1	0	0.024876	0.05	0.06	0	0	0	0.06	0.088	0	0	0	0.06	14	1,475	2,032	417,808	664,216	664,522	664,553	676,733	677,368	677,371	734,756	737,432	1,147,339	1,150,513	1,157,596	1,164,946	1,528,990	1,530,355	1,533,924	1,536,018	1,536,022	1,934,146	1,934,169	1,935,295	2,022,801	2,022,897
1	0	0.004975	0.02	0.1	0.050172	0.164	0.03	0.1	0.108	0	0.1	0	0.1	14	1,542	2,032	415,612	664,216	664,521	676,657	676,733	677,367	677,371	736,574	737,460	1,150,433	1,150,512	1,150,599	1,163,063	1,528,985	1,529,061	1,533,924	1,536,018	1,536,042	1,934,144	1,934,163	1,934,180	2,022,801	2,022,897
0	0	0.006633	0.01	0	0.754953	0.116	0	0.12	0.054	0	0	0	0	15	1,510	2,300	415,938	664,216	664,522	664,966	676,733	677,368	678,014	732,489	737,711	1,147,741	1,150,513	1,150,633	1,163,338	1,528,983	1,529,034	1,533,925	1,536,020	1,536,308	1,934,144	1,934,164	1,934,371	2,022,810	2,022,954
0	0.05	0.006633	0	0.14	0.001094	0.016	0.02	0.18	0.8	0.1	0.2	0	0.16	14	1,484	2,338	415,997	664,216	664,522	666,231	676,735	677,367	677,371	733,253	737,750	1,148,388	1,150,513	1,151,550	1,163,378	1,528,983	1,529,496	1,533,925	1,536,019	1,536,348	1,934,144	1,934,163	1,934,182	2,022,803	2,023,173
0	0	0.006633	0.04	0.1	0.404766	1	0.06	0.28	0.366	0	0.1	0	0.28	14	1,700	2,033	415,607	664,217	664,522	665,444	676,733	677,367	677,371	732,474	737,433	1,147,726	1,150,514	1,152,312	1,163,037	1,528,982	1,529,790	1,533,924	1,536,018	1,536,023	1,934,144	1,934,167	1,934,181	2,022,801	2,022,897
0	0	0.003317	0	0	0.030406	0.026	0.75	0.28	0.214	0	1	0	0	16	1,475	2,032	415,614	664,217	664,522	665,318	676,733	677,367	679,068	732,335	737,432	1,147,587	1,150,513	1,150,652	1,163,043	1,528,987	1,529,023	1,533,924	1,536,018	1,536,029	1,934,144	1,934,165	1,934,180	2,022,801	2,022,897
0	0	0.004975	0.01	0	0.027844	0.406	0.03	0.04	0.03	0	0.2	0	0	14	1,495	4,043	418,355	664,216	664,522	665,453	676,733	677,367	677,373	732,290	739,497	1,147,364	1,150,517	1,150,608	1,165,383	1,528,983	1,529,004	1,533,926	1,536,021	1,538,166	1,934,145	1,934,163	1,936,602	2,022,814	2,024,460
0	0	0.031509	0.45	0.36	0.023438	0.216	0.03	0.34	0.036	0	0.1	0	0.36	14	1,480	2,060	415,640	664,216	664,522	665,111	676,739	677,367	677,856	732,248	737,462	1,147,513	1,150,518	1,150,780	1,163,074	1,528,983	1,529,089	1,533,935	1,536,020	1,536,055	1,934,144	1,934,163	1,934,203	2,022,802	2,022,924
0	0	0.006633	0	0.22	0.067781	0.274	0.23	0.24	1	0	0.5	0	0.4	14	1,504	2,032	415,612	664,216	664,524	668,489	676,736	677,367	677,444	733,457	737,471	1,148,562	1,150,514	1,150,881	1,163,052	1,528,982	1,529,101	1,533,924	1,536,018	1,536,038	1,934,144	1,934,163	1,934,180	2,022,801	2,022,897
0	0	0.056385	0.01	0.04	0.0265	0	0	0.46	0.094	0	0	0	0.04	16	1,508	2,033	415,607	664,216	664,524	664,580	676,737	677,367	677,371	732,390	737,433	1,147,395	1,150,518	1,150,585	1,163,037	1,528,986	1,529,049	1,533,924	1,536,018	1,536,023	1,934,144	1,934,169	1,934,181	2,022,801	2,022,897
0	0	0.225539	0	0	0.04625	0.804	0.01	0.78	0.774	0	0.1	0	1	14	1,553	2,038	415,609	664,216	664,522	664,989	676,736	677,367	678,319	732,337	737,439	1,147,588	1,150,512	1,150,827	1,163,044	1,528,982	1,529,157	1,533,924	1,536,018	1,536,030	1,934,144	1,934,164	1,934,184	2,022,801	2,022,897
0	0	0.004975	0.04	0.04	0.683359	1	0	0.38	1	0	0	0	0.26	15	1,522	2,038	415,609	664,216	664,523	665,670	676,733	677,367	677,371	732,873	737,439	1,148,083	1,150,514	1,151,029	1,163,044	1,528,984	1,529,105	1,533,924	1,536,018	1,536,030	1,934,144	1,934,163	1,934,184	2,022,801	2,022,897
1	0.1	0.043118	0	0.04	0.000156	0.002	0.04	0.06	0.23	0.1	0.3	0	0.02	15	1,493	2,147	415,762	664,216	664,523	665,245	676,733	677,367	677,571	732,803	737,551	1,147,456	1,150,513	1,150,945	1,163,173	1,528,982	1,529,215	1,533,924	1,536,018	1,536,157	1,934,145	1,934,164	1,934,242	2,022,801	2,022,897
0	0	0.006633	0.73	0.32	0	0	0	1	0.62	0	0	0	0.32	14	1,486	2,036	415,613	664,224	664,522	664,579	676,733	677,368	677,371	732,150	737,437	1,147,335	1,150,513	1,150,560	1,163,041	1,528,990	1,529,019	1,533,924	1,536,018	1,536,027	1,934,146	1,934,167	1,934,191	2,022,801	2,022,897
1	0.3	0.011609	0.5	0	0.001094	0.03	0.29	0.32	0.3	0.1	0.6	0	0.02	14	1,483	2,032	415,606	664,247	664,522	664,890	676,733	677,367	677,747	732,144	737,432	1,147,401	1,150,517	1,150,581	1,163,036	1,528,982	1,528,996	1,533,927	1,536,021	1,536,022	1,934,148	1,934,163	1,934,178	2,022,803	2,051,911
0	0	0.041459	0.11	0.02	0.098766	0.102	0.04	0.2	0.112	0	0.3	0	0.12	15	1,484	92,653	489,632	664,216	664,522	664,644	676,734	677,367	677,403	732,167	829,046	1,147,424	1,150,513	1,150,592	1,249,277	1,528,982	1,529,013	1,533,925	1,536,019	1,621,410	1,934,144	1,934,164	1,935,180	2,022,803	2,023,973
0	0.45	0.006633	0.04	0.04	0.006094	0.004	0.12	0.26	0.086	0.2	0.4	0	0.04	14	1,479	2,269	415,903	664,216	664,521	665,536	676,733	677,367	678,697	732,455	737,680	1,147,608	1,150,513	1,150,542	1,163,310	1,528,982	1,528,994	1,534,202	1,536,020	1,536,280	1,934,144	1,934,163	1,934,179	2,022,804	2,022,898
0	0	0.011609	0.03	0.06	0	0	0	0.06	0.006	0	0	0	0.06	14	1,599	2,032	415,606	664,229	664,522	666,192	676,739	677,368	677,371	732,800	737,432	1,147,690	1,150,512	1,151,467	1,163,036	1,528,990	1,529,423	1,533,924	1,536,018	1,536,022	1,934,144	1,934,167	1,934,178	2,022,801	2,022,897
0	0	0.00995	0.08	0.16	0.563438	0.748	0.07	0.46	0.346	0	0.1	0	0.16	14	1,508	2,033	415,607	664,216	664,523	664,606	676,733	677,367	677,371	733,139	737,433	1,147,441	1,150,518	1,150,585	1,163,037	1,528,983	1,529,049	1,533,924	1,536,018	1,536,023	1,934,145	1,934,163	1,934,181	2,022,801	2,022,897
1	0	1	0	0.02	0.049578	0.154	0.01	0	0.046	0	0.1	0	0.2	15	1,551	2,032	415,611	664,230	664,522	664,596	676,733	677,367	680,148	732,162	737,432	1,147,421	1,150,513	1,150,610	1,163,036	1,528,982	1,529,075	1,533,966	1,536,021	1,536,022	1,934,144	1,934,165	1,934,183	2,022,803	2,022,899
0	0.1	0.170813	0.05	1	0.002719	0.284	0.06	0.36	0.344	0.1	0.2	0	1	14	1,480	2,032	471,702	664,219	664,525	664,551	676,735	677,367	677,376	732,091	737,432	1,147,336	1,150,513	1,150,590	1,163,036	1,528,982	1,529,011	1,534,627	1,536,021	1,536,022	1,934,144	1,934,163	1,937,619	2,022,802	2,025,570
0	0	0.006633	0	0	0.046391	0.252	0.03	0.54	0.154	0	0.1	0	0	23	1,496	2,037	415,609	664,216	664,523	667,608	676,733	677,367	678,705	733,352	737,438	1,148,475	1,150,512	1,150,713	1,163,042	1,528,983	1,529,055	1,533,924	1,536,018	1,536,028	1,934,144	1,934,164	1,934,184	2,022,801	2,022,897
0	0	0.006633	0.05	0.04	0.476828	1	0	0.06	0.052	0	0	0	0.04	14	1,581	2,033	415,607	664,216	664,522	665,733	676,733	677,367	678,335	732,274	737,433	1,147,507	1,150,512	1,151,185	1,163,037	1,528,984	1,529,338	1,533,924	1,536,018	1,536,023	1,934,144	1,934,164	1,934,181	2,022,801	2,022,897
0	0	0.031509	0	0	0.137641	0.456	0.03	0.1	0.194	0	0.2	0	0.02	14	1,496	2,037	415,609	664,216	664,524	673,281	676,733	677,367	677,371	733,440	737,438	1,148,545	1,150,512	1,150,650	1,163,042	1,528,983	1,529,039	1,533,924	1,536,018	1,536,028	1,934,144	1,934,163	1,934,184	2,022,801	2,022,897
0	0	0.011609	0.09	0.34	0.203625	1	0.2	0.74	1	0	0.5	0	0.72	18	1,522	2,038	415,609	664,222	664,522	664,799	676,733	677,367	680,816	732,286	737,439	1,147,545	1,150,512	1,150,783	1,163,044	1,528,982	1,529,117	1,533,924	1,536,018	1,536,030	1,934,144	1,934,170	1,934,184	2,022,801	2,022,897
1	0.25	1	0.01	0.02	0.011109	0.012	0.15	0.32	0.166	0.1	0.3	0	0.02	15	1,513	2,045	415,622	664,216	664,521	665,177	676,734	677,367	677,371	732,468	737,446	1,147,719	1,150,513	1,150,580	1,163,051	1,528,982	1,529,025	1,533,925	1,536,020	1,536,037	1,934,144	1,934,163	1,934,182	2,022,803	2,022,900
1	0	0.029851	0.08	0.16	0.020922	1	0.02	0.94	1	0	0.1	0	0.16	14	1,482	2,032	415,608	664,216	664,523	664,544	676,733	677,367	677,428	732,086	737,434	1,147,333	1,150,512	1,150,539	1,163,038	1,528,982	1,528,995	1,533,924	1,536,018	1,536,024	1,934,144	1,934,164	1,934,180	2,022,801	2,022,897
0	0	0.016584	0.58	0.46	0.009625	0	0	0.46	0.046	0	0	0	0.46	14	1,597	2,109	415,685	664,216	664,524	664,580	676,735	677,367	677,371	732,170	737,514	1,147,395	1,150,512	1,150,832	1,163,135	1,528,986	1,529,160	1,533,944	1,536,020	1,536,114	1,934,146	1,934,164	1,934,182	2,022,803	2,022,942
1	0	0.004975	0.05	0.04	0.621484	0.06	0.04	0.04	0.054	0	0	0	0.04	16	1,510	58,211	467,533	664,216	664,521	664,730	676,733	677,367	678,073	732,293	792,843	1,147,553	1,150,513	1,152,149	1,218,763	1,528,982	1,529,670	1,533,925	1,536,019	1,592,474	1,934,144	1,934,163	1,962,861	2,022,810	2,022,915
0	1	0.004975	0.1	0.06	0.008672	0.01	0.35	0.1	0.01	0.1	0.1	0.1	0.06	15	1,481	2,032	415,804	664,216	664,523	669,428	676,733	677,367	696,617	732,365	737,432	1,147,611	1,150,512	1,150,553	1,163,232	1,528,985	1,528,997	1,535,745	1,536,019	1,536,022	1,934,144	1,934,164	1,934,315	2,022,803	2,023,054
0	0.05	0.004975	0.06	0.04	0.019719	0.036	0.02	0.2	0.02	0	0.1	0	0.04	14	1,502	72,829	479,588	664,216	664,524	665,652	676,733	677,367	677,655	732,284	809,125	1,147,541	1,150,514	1,150,698	1,233,274	1,528,983	1,529,015	1,533,968	1,536,019	1,606,850	1,934,144	1,934,164	1,963,772	2,022,803	2,033,539
0	0	0.003317	0	0	0	0	0	0.06	0.008	0	0	0	0	14	1,475	2,032	415,614	664,216	664,522	665,032	676,738	677,368	677,371	732,562	737,432	1,147,751	1,150,513	1,151,531	1,163,043	1,528,990	1,529,023	1,533,924	1,536,018	1,536,029	1,934,146	1,934,167	1,934,180	2,022,801	2,022,897
0	0.05	0.006633	0.49	0.18	0.000156	0.02	0.01	0.18	0.018	0.1	0.1	0.1	0.18	15	1,495	3,671	417,810	664,216	664,522	664,765	676,733	677,367	677,371	732,395	739,110	1,147,600	1,150,512	1,150,632	1,164,948	1,528,985	1,529,004	1,534,166	1,536,019	1,537,758	1,934,144	1,934,164	1,934,179	2,022,820	2,022,898
0	0	0.008292	0	0.3	0.49925	1	0.01	0.3	0.064	0	0	0	0.3	29	1,522	2,038	415,609	664,216	664,524	665,447	676,733	677,367	681,361	732,535	737,439	1,147,781	1,150,512	1,150,938	1,163,044	1,528,983	1,529,105	1,533,924	1,536,018	1,536,030	1,934,144	1,934,163	1,934,184	2,022,801	2,022,897
0	0.05	1	0.17	0.24	0.002359	0.034	0.28	0.56	0.568	0.1	0.7	0	0.26	14	1,478	2,032	505,090	664,217	664,527	664,710	676,733	677,367	677,920	732,127	737,432	1,147,357	1,150,512	1,150,540	1,163,036	1,528,982	1,528,993	1,534,087	1,536,019	1,536,022	1,934,144	1,934,164	1,966,086	2,022,805	2,048,592
0	0	0.07131	0.03	0.1	0.114562	0.49	0.09	0.16	0.17	0	0.1	0	0.16	14	1,475	2,032	418,615	664,222	664,522	664,557	676,733	677,367	677,480	732,112	737,432	1,147,358	1,150,516	1,153,183	1,163,036	1,528,982	1,529,880	1,533,924	1,536,018	1,536,022	1,934,145	1,934,163	1,935,087	2,022,801	2,022,897
0	0	0.167496	0.18	0.26	0.226094	0.164	0.11	0.54	0.176	0	0.3	0	0.26	14	1,481	2,035	415,610	664,218	664,521	664,672	676,734	677,367	677,371	732,236	737,436	1,147,467	1,150,513	1,150,672	1,163,040	1,528,982	1,529,012	1,533,925	1,536,020	1,536,026	1,934,144	1,934,163	1,934,182	2,022,803	2,022,904
0	0	0.006633	0.15	0.32	0.402422	1	0.03	0.34	0.068	0	0.1	0	0.32	14	1,522	2,037	415,609	664,216	664,522	666,826	676,734	677,367	677,371	733,929	737,438	1,148,963	1,150,513	1,150,779	1,163,042	1,528,984	1,529,105	1,533,924	1,536,018	1,536,028	1,934,144	1,934,163	1,934,184	2,022,801	2,022,897
0	0	0.772803	0.05	0.06	0.154516	0.128	0.05	0.06	0.128	0	0.1	0	0.06	22	1,479	2,032	415,606	664,216	664,523	668,096	676,744	677,367	681,002	734,114	737,432	1,149,095	1,150,516	1,150,745	1,163,036	1,528,983	1,528,994	1,534,743	1,536,021	1,536,022	1,934,144	1,934,164	1,934,178	2,022,803	2,022,897
0	0	0.084577	0.11	0.02	0.215922	0	0	0.02	0	0	0	0	0.02	14	1,589	2,032	415,606	664,216	664,527	664,761	676,733	677,367	682,068	732,285	737,432	1,147,544	1,150,521	1,150,706	1,163,036	1,528,982	1,529,159	1,533,924	1,536,018	1,536,022	1,934,144	1,934,164	1,934,178	2,022,801	2,022,897

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Criteo_x1

Dataset description:

The Criteo dataset is a widely-used benchmark dataset for CTR prediction, which contains about one week of click-through data for display advertising. It has 13 numerical feature fields and 26 categorical feature fields. Following the AFN work, we randomly split the data into 7:2:1* as the training set, validation set, and test set, respectively.

The dataset statistics are summarized as follows:

Dataset Split Total #Train #Validation #Test

Criteo_x1 45,840,617 33,003,326 8,250,124 4,587,167
Source: https://www.kaggle.com/c/criteo-display-ad-challenge/data
Download: https://huggingface.co/datasets/reczoo/Criteo_x1/tree/main
Repository: https://github.com/reczoo/Datasets
Used by papers:
- Weiyu Cheng, Yanyan Shen, Linpeng Huang. Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions. In AAAI 2020.
- 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.

Dataset Split	Total	#Train	#Validation	#Test
Criteo_x1	45,840,617	33,003,326	8,250,124	4,587,167

Check the md5sum for data integrity:

$ md5sum train.csv valid.csv test.csv
30b89c1c7213013b92df52ec44f52dc5  train.csv
f73c71fb3c4f66b6ebdfa032646bea72  valid.csv
2c48b26e84c04a69b948082edae46f8c  test.csv

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Size of downloaded dataset files:

2.89 GB

Size of the auto-converted Parquet files:

3.97 GB

Number of rows:

45,840,617

Collection including reczoo/Criteo_x1

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Find more datasets at https://huggingface.co/reczoo#datasets • 1 item • Updated Jan 9