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lincc-frameworks
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plasticc

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train · 457M rows

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object_id int64	ra float64	decl float64	ddf_bool int64	hostgal_specz float64	hostgal_photoz float64	hostgal_photoz_err float64	distmod float64	mwebv float64	true_target int64	true_submodel int64	true_z float64	true_distmod float64	true_lensdmu float64	true_vpec float64	true_rv float64	true_av float64	true_peakmjd float64	libid_cadence int64	tflux_u float64	tflux_g float64	tflux_r float64	tflux_i float64	tflux_z float64	tflux_y float64
10,247	52.0313	-26.4433	1	-9	1.35	0.185	44.905	0.014	90	1	1.165	44.512	0.003	-188.1	0	0	59,858.125	89	0	0	0	0	0	0
10,265	150.8203	1.6415	1	-9	0.856	0.042	43.685	0.02	42	2	0.912	43.848	-0.006	-479.6	0	0	59,976.918	60	0	0	0	0	0	0
10,279	150.6445	3.5833	1	-9	0.7	0.008	43.148	0.018	90	1	0.701	43.147	-0.003	-202.2	0	0	59,704.992	55	0	0	0	0	0	0
10,282	0.5895	-47.1613	1	0.409	0.468	0.032	42.088	0.009	42	2	0.408	41.739	0.011	-186.5	0	0	60,117.254	10	0	0	0	0	0	0
10,293	150.293	2.6867	1	-9	1.288	0.037	44.78	0.016	90	1	1.324	44.853	-0.021	394.7	0	0	59,612.828	59	0	0	0	0	0	0
10,298	33.2227	-4.7802	1	-9	0.889	0.064	43.784	0.018	42	2	0.835	43.618	0.034	185.8	0	0	60,246.664	91	0	0	0	0	0	0
10,317	53.6133	-26.9444	1	0.383	0.33	0.717	41.197	0.009	42	1	0.383	41.572	-0.109	-44	0	0	59,915.387	7	0	0	0	0	0	0
10,331	53.0859	-27.1119	1	-9	1.084	0.074	44.317	0.007	42	2	1.199	44.587	-0.007	-158.9	0	0	59,948.102	30	0	0	0	0	0	0
10,332	51.8555	-28.631	1	-9	0.961	0.058	43.994	0.009	90	1	0.926	43.895	-0.117	-21.7	0	0	60,588.66	27	0	0	0	0	0	0
10,334	53.9648	-28.631	1	-9	1.181	0.016	44.546	0.009	90	1	1.18	44.545	-0.072	-39.7	0	0	60,595.898	121	0	0	0	0	0	0
10,336	150.293	2.6867	1	-9	0.913	0.11	43.857	0.016	90	1	0.91	43.845	-0.009	299.8	0	0	59,655.785	59	0	0	0	0	0	0
10,340	33.3984	-3.7328	1	-9	0.386	0.62	41.595	0.022	42	1	0.331	41.201	-0.008	-245.2	0	0	60,141.559	62	0	0	0	0	0	0
10,341	152.0508	2.9855	1	0.325	0.324	0.012	41.145	0.019	42	2	0.327	41.171	0.008	322.1	0	0	60,026.438	127	0	0	0	0	0	0
10,347	0.5895	-47.1613	1	-9	1.147	0.134	44.469	0.009	42	2	1.012	44.134	0.044	-148.6	0	0	59,889.309	10	0	0	0	0	0	0
10,353	352.1329	-63.636	1	-9	1.261	0.043	44.724	0.021	42	2	1.208	44.609	-0.036	140.1	0	0	59,752.203	80	0	0	0	0	0	0
10,361	348.5959	-63.0726	1	-9	0.712	0.029	43.191	0.021	42	2	0.716	43.208	0.013	182.8	0	0	59,765.355	93	0	0	0	0	0	0
10,377	352.3987	-62.6967	1	-9	1.003	0.284	44.107	0.02	42	1	0.617	42.811	-0.031	-192	0	0	60,190.738	131	0	0	0	0	0	0
10,386	150.9961	2.388	1	-9	0.86	0.056	43.696	0.021	42	2	0.782	43.438	-0.01	201.6	0	0	59,646.773	16	0	0	0	0	0	0
10,397	33.5742	-4.7802	1	-9	0.952	0.258	43.969	0.019	62	2	0.947	43.955	0.009	-125.5	3.1	0.085	60,206.191	44	0	0	0	0	0	0
10,401	152.0508	3.2844	1	0.459	0.478	0.617	42.144	0.019	42	2	0.46	42.045	-0.065	-8.8	0	0	59,542.203	94	0	0	0	0	0	0
10,410	358.6364	-46.7685	1	-9	1.386	0.205	44.977	0.008	90	1	1.403	45.011	0.027	-329.9	0	0	60,598.207	77	0	0	0	0	0	0
10,412	1.7234	-45.9811	1	-9	0.829	0.074	43.597	0.01	90	1	0.768	43.397	-0.03	185.5	0	0	60,243.969	114	0	0	0	0	0	0
10,414	53.0859	-27.1119	1	0.815	0.792	0.057	43.475	0.007	90	1	0.815	43.552	-0.004	-36	0	0	59,805.996	30	0	0	0	0	0	0
10,422	52.9102	-25.9445	1	-9	0.871	0.021	43.73	0.01	90	1	0.859	43.694	0.018	242.5	0	0	60,243.488	78	0	0	0	0	0	0
10,437	34.8047	-5.8292	1	-9	1.14	0.031	44.451	0.023	90	1	1.124	44.416	0.057	203.3	0	0	59,904.598	97	0	0	0	0	0	0
10,439	150.4688	1.6415	1	-9	0.388	0.791	41.607	0.017	42	1	0.457	42.026	0.008	-107.2	0	0	59,552.586	45	0	0	0	0	0	0
10,450	150.4688	1.6415	1	0.381	0.378	0.014	41.542	0.017	42	2	0.383	41.573	-0.009	-34.9	0	0	60,326.27	45	0	0	0	0	0	0
10,452	150.9961	2.388	1	-9	0.561	0.022	42.562	0.021	42	1	0.599	42.73	0.005	-223.4	0	0	60,306.309	16	0	0	0	0	0	0
10,467	35.8594	-4.6305	1	0.357	0.359	0.015	41.409	0.022	42	3	0.356	41.387	-0.009	-461.8	3.1	0.137	60,603.637	8	0	0	0	0	0	0
10,468	149.4141	3.4338	1	-9	0.893	0.345	43.795	0.027	42	2	0.848	43.656	-0.106	364.1	0	0	60,011.18	107	0	0	0	0	0	0
10,470	52.0313	-26.4433	1	-9	0.848	0.038	43.657	0.014	90	1	0.814	43.551	-0.012	33.1	0	0	59,823.105	89	0	0	0	0	0	0
10,474	34.4531	-5.2295	1	-9	1.025	0.151	44.165	0.019	90	1	1.031	44.184	0.006	323.7	0	0	60,576.113	124	0	0	0	0	0	0
10,494	151.1719	2.5374	1	0.412	0.371	0.027	41.489	0.024	42	1	0.413	41.763	0.01	-210.1	0	0	60,279.855	29	0	0	0	0	0	0
10,500	32.6953	-4.9299	1	0.839	0.861	0.019	43.7	0.018	90	1	0.836	43.623	-0.028	281.5	0	0	60,220.316	4	0	0	0	0	0	0
10,504	32.6953	-4.9299	1	0.615	0.621	0.033	42.829	0.018	90	1	0.614	42.8	-0.017	-129.2	0	0	60,224.781	4	0	0	0	0	0	0
10,510	349.4295	-62.5086	1	0.281	0.323	0.024	41.139	0.02	52	1	0.28	40.788	-0.001	313.1	0	0	60,285.328	104	0	0	0	0	0	0
10,520	33.5742	-5.0797	1	0.222	0.261	0.016	40.612	0.016	88	1	0.221	40.203	0	0	0	0	59,570	67	8.8	8.9	11.5	17.2	18.2	21
10,543	349.9662	-62.6967	1	-9	1.294	0.02	44.792	0.021	90	1	1.287	44.779	0.02	-32	0	0	60,625.23	39	0	0	0	0	0	0
10,544	359.8052	-46.7685	1	-9	0.266	0.008	40.652	0.011	62	2	0.265	40.643	0.008	-162.7	3.1	0.054	60,196.504	119	0	0	0	0	0	0
10,552	35.332	-5.9792	1	-9	0.545	0.027	42.487	0.022	90	1	0.531	42.421	0.005	254.3	0	0	59,889.254	61	0	0	0	0	0	0
10,567	150.4688	3.7328	1	-9	1.363	0.137	44.932	0.02	42	2	1.356	44.916	0.011	-136.9	0	0	60,362.406	19	0	0	0	0	0	0
10,572	52.0313	-26.4433	1	0.474	0.535	0.042	42.439	0.014	90	1	0.472	42.112	0.005	373.3	0	0	60,665.621	89	0	0	0	0	0	0
10,580	150.6445	3.5833	1	0.428	0.368	0.387	41.474	0.018	42	2	0.432	41.88	-0.009	-262.9	0	0	59,685.996	55	0	0	0	0	0	0
10,593	52.207	-28.631	1	-9	0.769	0.066	43.398	0.009	62	1	0.79	43.469	-0.011	-417.1	0	0	60,622.59	18	0	0	0	0	0	0
10,601	51.8555	-26.2768	1	-9	1.3	0.115	44.804	0.014	42	2	1.299	44.805	-0.037	73.2	0	0	59,935.309	110	0	0	0	0	0	0
10,606	358.6481	-46.3751	1	-9	0.573	0.132	42.618	0.009	42	2	0.625	42.847	0.001	-523.7	0	0	60,162.895	117	0	0	0	0	0	0
10,611	359.8117	-45.1916	1	-9	0.868	0.05	43.719	0.01	90	1	0.754	43.345	0.004	-408.5	0	0	59,860.445	105	0	0	0	0	0	0
10,612	347.0134	-62.5086	1	0.66	0.634	0.016	42.884	0.018	90	1	0.659	42.989	-0.022	39.5	0	0	60,145.434	40	0	0	0	0	0	0
10,621	52.9102	-25.9445	1	0.257	0.452	0.194	41.997	0.01	993	1	0.254	40.548	0.006	149.7	3.1	0.061	59,942.574	78	0	0	0	0	0	0
10,635	0.5895	-47.1613	1	0.735	0.857	0.194	43.686	0.009	90	1	0.733	43.271	0.001	228.7	0	0	60,536.355	10	0	0	0	0	0	0
10,638	350.2303	-61.9438	1	0.597	0.634	0.153	42.885	0.017	42	2	0.595	42.717	0.013	28.3	0	0	59,859.211	108	0	0	0	0	0	0
10,654	359.8052	-46.7685	1	-9	1.472	0.289	45.139	0.011	62	2	0.841	43.634	-0.08	-564.7	3.1	0.347	60,188.453	119	0	0	0	0	0	0
10,698	53.0859	-28.1222	1	-9	0.901	0.033	43.821	0.007	90	1	0.873	43.736	-0.026	-4.1	0	0	60,602.242	2	0	0	0	0	0	0
10,706	53.9648	-28.631	1	-9	1.2	0.066	44.589	0.009	90	1	1.097	44.349	0.028	-50.2	0	0	60,232.063	121	0	0	0	0	0	0
10,708	349.4295	-62.5086	1	-9	0.706	0.023	43.169	0.02	90	1	0.769	43.397	-0.021	-120.8	0	0	60,143.5	104	0	0	0	0	0	0
10,719	35.332	-5.9792	1	-9	0.63	0.029	42.869	0.022	42	1	0.627	42.858	0.005	437.1	0	0	60,148.176	61	0	0	0	0	0	0
10,730	348.5959	-63.0726	1	-9	0.47	0.025	42.101	0.021	52	1	0.473	42.121	0.005	300.8	0	0	59,894.957	93	0	0	0	0	0	0
10,731	359.4156	-46.7685	1	0.331	0.476	0.076	42.135	0.009	42	1	0.33	41.197	-0.003	175.8	0	0	59,784.434	36	0	0	0	0	0	0
10,758	53.6133	-26.9444	1	-9	0.338	0.009	41.253	0.009	42	2	0.355	41.376	0.002	-463.7	0	0	60,661.402	7	0	0	0	0	0	0
10,790	150.4688	3.7328	1	-9	0.441	0.123	41.934	0.02	67	1	0.487	42.192	-0.012	-94.5	0	0	59,937.766	19	0	0	0	0	0	0
10,829	53.0859	-27.1119	1	-9	0.705	0.069	43.165	0.007	90	1	0.82	43.568	-0	-399.1	0	0	60,206.672	30	0	0	0	0	0	0
10,831	150.293	2.6867	1	0.261	2.392	0.959	46.432	0.016	42	1	0.263	40.625	0.003	-28.5	0	0	60,296.398	59	0	0	0	0	0	0
10,881	33.5742	-6.5796	1	-9	0.739	0.032	43.293	0.021	42	2	0.723	43.232	-0.012	-373.9	0	0	60,201.777	9	0	0	0	0	0	0
10,885	2.458	-45.3892	1	0.679	0.619	0.041	42.822	0.011	90	1	0.677	43.062	0.012	392.2	0	0	60,623.246	46	0	0	0	0	0	0
10,886	346.2766	-64.0112	1	-9	0.812	0.051	43.542	0.019	90	1	0.774	43.416	0.014	361.4	0	0	59,758.656	116	0	0	0	0	0	0
10,896	347.8618	-61.9438	1	0.783	0.781	0.009	43.44	0.017	42	2	0.783	43.445	-0.025	40.8	0	0	59,807.648	84	0	0	0	0	0	0
10,898	0.9657	-46.3751	1	-9	1.361	0.164	44.929	0.007	90	1	1.234	44.667	-0.028	164.1	0	0	60,582.879	96	0	0	0	0	0	0
10,907	359.8052	-46.7685	1	0.308	0.422	0.323	41.819	0.011	42	2	0.306	41.005	-0.01	-136.6	0	0	60,559.859	119	0	0	0	0	0	0
10,913	151.1719	2.2387	1	0.45	0.501	0.342	42.268	0.024	90	1	0.454	42.007	-0.021	-538.2	0	0	59,851.355	49	0	0	0	0	0	0
10,933	359.4467	-44.2015	1	-9	0.48	0.467	42.153	0.01	42	2	0.48	42.157	0.011	-309.3	0	0	60,077.691	13	0	0	0	0	0	0
10,946	150.8203	1.6415	1	-9	0	0	-9	0.02	65	1	0	0	0	0	0	0	59,570	60	1	8.2	28.3	140.3	307.3	515.7
10,959	351.3214	-64.1987	1	-9	0.816	0.024	43.557	0.023	90	1	0.777	43.427	0.022	113.5	0	0	59,788.973	68	0	0	0	0	0	0
10,995	348.9084	-63.8237	1	-9	1.398	0.159	45	0.018	90	1	0.965	44.005	0.005	-203.8	0	0	60,257.477	95	0	0	0	0	0	0
11,018	349.1606	-64.7609	1	-9	0.795	0.02	43.487	0.02	90	1	0.85	43.667	0.016	658	0	0	59,827.242	50	0	0	0	0	0	0
11,028	150.1172	2.8361	1	0.175	0.208	1.205	40.046	0.016	90	1	0.177	39.664	0.001	-161.1	0	0	59,677.48	106	0	0	0	0	0	0
11,063	33.2227	-4.7802	1	-9	1.288	0.066	44.78	0.018	42	2	1.106	44.372	-0.049	-440.4	0	0	60,271.125	91	0	0	0	0	0	0
11,068	34.8047	-5.8292	1	-9	0.839	0.029	43.63	0.023	90	1	0.839	43.633	0.032	175.7	0	0	60,238.383	97	0	0	0	0	0	0
11,076	34.8047	-5.8292	1	-9	1.284	0.249	44.772	0.023	90	1	1.485	45.163	0.034	-289.1	0	0	59,929.496	97	0	0	0	0	0	0
11,115	347.6175	-62.5086	1	-9	0.998	0.2	44.095	0.019	90	1	0.828	43.596	0.002	-82.1	0	0	59,750.465	57	0	0	0	0	0	0
11,121	53.6133	-27.9532	1	0.45	0.404	0.914	41.709	0.007	62	2	0.451	41.992	-0.027	-471.7	3.1	0.092	60,656.215	56	0	0	0	0	0	0
11,122	34.9805	-6.2793	1	-9	0.861	0.049	43.7	0.023	42	1	0.895	43.803	-0.012	-366.4	0	0	59,828.406	79	0	0	0	0	0	0
11,134	150.6445	3.5833	1	-9	0.833	0.026	43.61	0.018	42	2	0.865	43.709	0.005	40.9	0	0	59,684.195	55	0	0	0	0	0	0
11,150	347.6175	-62.5086	1	-9	0.795	0.055	43.485	0.019	90	1	0.743	43.305	0.02	-131.4	0	0	60,495.926	57	0	0	0	0	0	0
11,170	51.6797	-27.4476	1	-9	0.864	0.028	43.708	0.01	42	2	0.853	43.675	-0.01	-85	0	0	60,220.941	102	0	0	0	0	0	0
11,176	148.7109	2.8361	1	0.278	0.284	0.024	40.817	0.031	42	1	0.277	40.759	0.002	332.1	0	0	60,312.414	111	0	0	0	0	0	0
11,204	152.0508	3.2844	1	-9	0.688	0.17	43.101	0.019	67	1	0.587	42.679	-0.01	325.1	0	0	59,698.781	94	0	0	0	0	0	0
11,212	1.7234	-45.9811	1	0.391	0.387	0.029	41.601	0.01	42	1	0.391	41.624	0.011	-174.7	0	0	60,260.656	114	0	0	0	0	0	0
11,214	35.6836	-5.3794	1	-9	1.129	0.146	44.426	0.02	90	1	1.174	44.531	0.009	-418.8	0	0	60,647.883	47	0	0	0	0	0	0
11,215	52.9102	-25.9445	1	-9	1.081	0.083	44.31	0.01	90	1	1.138	44.447	-0.002	-503.3	0	0	60,567.867	78	0	0	0	0	0	0
11,226	33.9258	-5.9792	1	0.713	0.714	0.011	43.199	0.022	42	2	0.712	43.194	-0.031	43.4	0	0	60,264.125	99	0	0	0	0	0	0
11,241	0.1907	-45.784	1	-9	1.166	0.126	44.512	0.005	90	1	1.116	44.394	0.047	-341.3	0	0	60,163.453	101	0	0	0	0	0	0
11,242	358.6653	-45.784	1	-9	1.119	0.035	44.401	0.009	90	1	1.171	44.525	-0.017	-129.1	0	0	60,515.305	129	0	0	0	0	0	0
11,251	150.6445	3.5833	1	0.594	0.619	0.018	42.822	0.018	90	1	0.595	42.716	0.001	-18.9	0	0	59,913.371	55	0	0	0	0	0	0
11,252	0.9298	-44.598	1	0.481	0.463	0.014	42.06	0.011	62	2	0.479	42.152	0.009	28.3	3.1	1.091	60,182.484	65	0	0	0	0	0	0
11,260	359.8052	-46.7685	1	0.418	0.471	0.105	42.107	0.011	62	1	0.42	41.809	0.014	-226.9	0	0	60,105.441	119	0	0	0	0	0	0
11,269	33.9258	-5.9792	1	-9	1.379	0.098	44.964	0.022	90	1	1.075	44.294	0.018	-392.4	0	0	60,227.313	99	0	0	0	0	0	0
11,275	151.1719	2.2387	1	-9	0.554	0.105	42.53	0.024	62	2	0.609	42.776	-0.018	-283.7	3.1	0.163	59,582.426	49	0	0	0	0	0	0
11,285	52.0313	-26.4433	1	-9	0.34	0.524	41.27	0.014	42	2	0.392	41.634	-0.012	-451	0	0	60,193.039	89	0	0	0	0	0	0
11,322	151.5234	3.1349	1	-9	2.841	0.93	46.884	0.019	42	2	0.476	42.129	-0.004	-450.6	0	0	59,593.406	125	0	0	0	0	0	0
11,330	33.5742	-6.5796	1	0.574	0.595	0.103	42.717	0.021	90	1	0.572	42.616	0.005	-11.4	0	0	59,841.73	9	0	0	0	0	0	0

Subsets and Splits