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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
12,289	351.7347	-62.8847	1	-9	1.336	0.266	44.879	0.019	42	2	1.154	44.486	-0.012	-33.2	0	0	60,612.172	86
12,299	349.4295	-62.5086	1	-9	0.67	0.021	43.029	0.02	42	1	0.739	43.292	-0.018	70.1	0	0	59,810.113	104
12,301	359.8148	-44.3998	1	-9	0.732	0.042	43.267	0.009	42	2	0.844	43.645	-0.02	-551.5	0	0	60,179.445	118
12,312	150.9961	2.9855	1	0.268	0.522	0.351	42.372	0.02	62	1	0.267	40.664	0.006	610	0	0	60,356.035	126
12,316	148.8867	2.6867	1	-9	0.893	0.256	43.797	0.028	90	1	0.926	43.891	0.013	54.8	0	0	59,644.164	33
12,321	53.6133	-27.9532	1	-9	0.889	0.097	43.785	0.007	42	1	0.768	43.394	0.005	-125.6	0	0	60,574.535	56
12,323	34.2773	-5.0797	1	0.689	0.793	0.083	43.479	0.019	42	3	0.685	43.093	0.013	216.4	3.1	0.189	60,223.07	23
12,324	151.1719	2.2387	1	-9	1.356	0.064	44.918	0.024	90	1	1.234	44.663	-0.014	207.3	0	0	60,001.93	49
12,338	346.6552	-63.2605	1	0.398	0.373	0.022	41.506	0.019	62	1	0.396	41.66	0.003	589.5	0	0	60,549.43	17
12,339	152.0508	3.2844	1	0.644	0.653	0.031	42.964	0.019	42	1	0.645	42.927	0.005	-194.8	0	0	59,680.75	94
12,348	34.8047	-5.8292	1	0.417	0.402	0.026	41.698	0.023	52	1	0.416	41.787	-0.055	-27.7	0	0	59,840.867	97
12,362	346.2766	-64.0112	1	-9	1.252	0.077	44.705	0.019	90	1	1.317	44.84	0.015	1.4	0	0	60,204.273	116
12,405	34.8047	-5.8292	1	-9	1.075	0.038	44.294	0.023	42	1	1.098	44.354	-0.019	-21.2	0	0	59,881.715	97
12,411	2.0711	-45.1916	1	-9	0.829	0.023	43.599	0.011	42	1	0.868	43.721	0.006	-239.7	0	0	60,231.297	70
12,416	152.0508	2.9855	1	0.293	0.317	0.94	41.09	0.019	62	1	0.294	40.899	0.007	-204.1	0	0	60,348.59	127
12,419	0.5745	-45.9811	1	0.168	0.123	0.017	38.796	0.006	42	2	0.164	39.489	-0.002	592.4	0	0	60,220.871	130
12,422	34.2773	-5.6792	1	0.325	0.287	0.016	40.846	0.02	52	1	0.323	41.141	0.008	-115.6	0	0	60,248.363	90
12,436	35.8594	-4.6305	1	0.352	0.219	0.789	40.175	0.022	993	1	0.351	41.35	0.004	97	3.1	0.184	60,279.035	8
12,443	2.0975	-45.784	1	0.391	0.42	0.027	41.81	0.011	42	2	0.391	41.63	0.011	-51.2	0	0	59,906.809	24
12,460	148.7109	2.8361	1	-9	1.343	0.244	44.893	0.031	90	1	0.983	44.051	0.029	-427.6	0	0	60,025.371	111
12,479	53.0859	-27.7844	1	0.361	0.375	0.028	41.52	0.007	42	1	0.36	41.418	-0.001	-254.6	0	0	59,939.746	34
12,507	150.8203	3.7328	1	-9	0.229	0.01	40.284	0.016	42	1	0.228	40.273	0.001	-276.5	0	0	59,751.68	43
12,518	35.8594	-4.6305	1	0.365	0.288	0.449	40.851	0.022	62	1	0.362	41.434	0.002	-47.3	0	0	60,272.781	8
12,548	52.207	-28.631	1	0.295	0.48	0.05	42.157	0.009	42	1	0.295	40.909	0.002	-311.2	0	0	60,527.758	18
12,553	2.0711	-45.1916	1	-9	1.502	0.272	45.193	0.011	42	2	0.991	44.075	-0.039	-613.5	0	0	59,874.168	70
12,571	351.383	-64.0112	1	-9	0.837	0.056	43.624	0.023	42	1	0.849	43.661	0.017	20.1	0	0	59,757.621	112
12,573	351.9536	-62.1322	1	-9	0.569	0.318	42.598	0.019	90	1	0.517	42.35	0.007	-92.4	0	0	59,825.484	128
12,593	349.6154	-63.636	1	-9	0.869	0.048	43.724	0.018	90	1	0.981	44.052	0.005	828.4	0	0	60,215.813	81
12,612	0.1907	-45.784	1	-9	0.813	0.076	43.544	0.005	90	1	0.696	43.131	0.007	-267.2	0	0	60,179.809	101
12,617	359.4156	-46.7685	1	-9	1.401	0.195	45.006	0.009	42	2	1.123	44.413	-0.033	-327.9	0	0	60,538.934	36
12,621	34.9805	-6.2793	1	-9	0.553	0.014	42.524	0.023	90	1	0.542	42.471	-0.007	-474.8	0	0	59,843.48	79
12,632	348.5869	-64.5736	1	0.58	0.554	0.021	42.528	0.018	90	1	0.579	42.645	0.013	30.2	0	0	60,086.883	132
12,634	52.0313	-26.4433	1	-9	0.552	0.269	42.521	0.014	90	1	0.377	41.533	-0.004	-188.7	0	0	60,575.027	89
12,635	358.3125	-44.9939	1	-9	0.893	0.046	43.798	0.009	90	1	0.838	43.627	-0.031	-400.3	0	0	59,906.676	3
12,652	351.259	-64.3862	1	0.408	0.405	0.01	41.716	0.02	42	2	0.409	41.743	-0.021	-289.7	0	0	60,197.18	54
12,656	52.207	-28.2916	1	0.455	0.583	0.202	42.665	0.007	42	2	0.455	42.015	-0.035	145.4	0	0	60,675.324	87
12,672	0.9298	-44.598	1	-9	0.47	0.033	42.1	0.011	90	1	0.488	42.201	0.003	367.4	0	0	59,744.613	65
12,685	351.3	-62.3204	1	0.621	0.674	0.033	43.046	0.018	90	1	0.622	42.831	-0.023	-511.4	0	0	60,605.32	32
12,689	149.2383	3.8824	1	-9	0.934	0.022	43.917	0.033	42	2	0.933	43.91	-0.03	-97.6	0	0	60,402.688	73
12,719	149.4141	1.9401	1	-9	0.524	0.012	42.381	0.018	90	1	0.553	42.522	0.018	-117.1	0	0	60,389.137	15
12,725	33.75	-4.6305	1	-9	0.892	0.055	43.793	0.019	90	1	0.947	43.957	0.015	91.2	0	0	60,532.621	28
12,733	52.9102	-25.9445	1	0.494	0.499	0.059	42.255	0.01	90	1	0.492	42.223	0.003	79.6	0	0	60,640.676	78
12,734	347.8467	-64.7609	1	0.377	0.362	0.984	41.428	0.019	42	1	0.373	41.509	0.001	351.1	0	0	59,743.477	20
12,774	1.6667	-44.3998	1	-9	1.232	0.031	44.661	0.009	42	2	1.237	44.673	0.019	-14.4	0	0	59,881.504	37
12,785	53.9648	-28.631	1	-9	1.08	0.028	44.307	0.009	42	2	1.068	44.277	0.025	-296.2	0	0	60,223.414	121
12,800	53.6133	-28.631	1	0.197	0.532	0.127	42.422	0.006	42	2	0.196	39.913	-0.006	115.8	0	0	60,190.434	115
12,803	53.2617	-27.6159	1	-9	1.603	0.252	45.368	0.006	90	1	0.984	44.058	0.01	-13.4	0	0	59,949.68	42
12,816	52.9102	-26.2768	1	-9	1.306	0.102	44.817	0.008	90	1	1.163	44.507	-0.025	164.4	0	0	59,828.32	103
12,820	53.6133	-27.9532	1	-9	0.401	0.41	41.694	0.007	42	2	0.419	41.801	-0.014	-573.8	0	0	59,912.398	56
12,831	359.0586	-45.1916	1	0.314	2.762	1.224	46.81	0.011	42	1	0.316	41.084	0.004	-461.2	0	0	59,869.074	66
12,842	150.4688	1.6415	1	0.58	0.535	0.016	42.437	0.017	42	2	0.582	42.658	-0.004	214.3	0	0	59,577.871	45
12,856	349.6154	-63.636	1	-9	1.046	0.014	44.221	0.018	90	1	1.037	44.199	-0.001	276	0	0	60,191.855	81
12,858	150.1172	2.2387	1	-9	0.668	0.017	43.022	0.016	90	1	0.67	43.029	0.01	292.4	0	0	60,070.254	26
12,874	348.5294	-61.7554	1	-9	0.995	0.195	44.087	0.016	90	1	1.03	44.181	-0.077	304	0	0	59,776.961	85
12,875	33.5742	-6.5796	1	-9	0.418	0.028	41.798	0.021	42	2	0.341	41.276	-0.027	-207.6	0	0	59,786.57	9
12,897	348.5869	-64.5736	1	0.468	0.472	0.014	42.111	0.018	42	2	0.469	42.094	-0	-56	0	0	60,579.914	132
12,901	2.0975	-45.784	1	-9	1.344	0.266	44.895	0.011	42	2	1.255	44.713	0.007	321.4	0	0	59,841.539	24
12,920	150.6445	3.5833	1	-9	0.933	0.01	43.916	0.018	90	1	0.936	43.918	0.018	-298.4	0	0	60,389.703	55
12,924	150.9961	2.388	1	-9	1.545	0.192	45.268	0.021	90	1	1.256	44.71	-0.045	35.5	0	0	60,363.906	16
12,938	151.3477	3.5833	1	0.538	0.508	0.157	42.302	0.015	42	2	0.541	42.463	-0.003	-121.7	0	0	59,969.656	98
12,940	52.9102	-25.9445	1	0.345	0.379	0.342	41.545	0.01	90	1	0.344	41.298	0.003	-239.4	0	0	60,618.84	78
12,941	2.0975	-45.784	1	0.607	0.596	0.018	42.72	0.011	90	1	0.606	42.768	-0.002	-110.4	0	0	59,860.32	24
12,973	148.8867	2.6867	1	-9	0.439	0.021	41.926	0.028	42	1	0.449	41.976	-0.005	-183.4	0	0	60,345.93	33
12,994	151.1719	2.2387	1	-9	0.732	0.021	43.266	0.024	42	2	0.721	43.224	0.02	151.4	0	0	60,343.016	49
13,035	33.5742	-4.7802	1	-9	0.901	0.222	43.821	0.019	42	2	0.761	43.369	-0.011	-199.9	0	0	60,250.23	44
13,041	347.6175	-62.5086	1	-9	0.966	0.255	44.008	0.019	90	1	0.874	43.741	0.02	-201.8	0	0	60,478.367	57
13,059	352.7113	-63.8237	1	-9	1.043	0.012	44.212	0.024	42	2	1.03	44.179	0.026	-274.8	0	0	60,587.598	1
13,068	2.0711	-45.1916	1	-9	0.529	0.636	42.409	0.011	90	1	0.54	42.463	-0.007	-350.6	0	0	60,171.25	70
13,070	53.0859	-27.7844	1	0.323	0.557	0.343	42.541	0.007	42	2	0.322	41.133	0.004	6.8	0	0	60,199.051	34
13,078	150.1172	3.7328	1	-9	0.68	0.084	43.069	0.02	90	1	0.892	43.793	-0.008	209.1	0	0	60,438.277	88
13,089	152.0508	2.9855	1	0.485	0.435	0.595	41.9	0.019	42	1	0.486	42.184	-0.024	-103.9	0	0	59,663.859	127
13,105	52.5586	-27.2796	1	0.701	0.665	0.023	43.012	0.008	42	2	0.702	43.154	-0.009	144.9	0	0	59,905.48	53
13,115	352.7113	-63.8237	1	0.358	0.35	0.878	41.343	0.024	90	1	0.357	41.396	0.002	318.2	0	0	59,742.594	1
13,122	351.9536	-62.1322	1	-9	1.152	0.305	44.481	0.019	90	1	1.277	44.756	-0.026	-425.5	0	0	59,774.211	128
13,135	149.4141	2.2387	1	-9	0.967	0.201	44.011	0.017	42	2	0.679	43.065	0.006	356.5	0	0	60,044.973	0
13,137	359.4156	-46.7685	1	0.549	0.246	0.2	40.463	0.009	42	2	0.547	42.499	-0.001	255.6	0	0	60,492.566	36
13,156	0.9657	-46.3751	1	0.517	0.532	0.016	42.424	0.007	42	2	0.515	42.338	0.002	30	0	0	59,778.68	96
13,163	359.8117	-45.1916	1	-9	1.397	0.206	44.998	0.01	90	1	1.083	44.317	0.001	-29.7	0	0	59,764.129	105
13,169	358.6364	-46.7685	1	0.498	0.502	0.488	42.272	0.008	67	1	0.494	42.233	-0.013	614.8	0	0	60,125.668	77
13,186	33.9258	-5.9792	1	-9	1.148	0.056	44.47	0.022	90	1	1.118	44.4	0.008	-333.9	0	0	59,932.895	99
13,187	359.4156	-46.7685	1	0.775	0.933	0.211	43.915	0.009	52	1	0.773	43.415	0.026	321.5	0	0	60,574.934	36
13,189	359.8052	-46.7685	1	-9	0.694	0.011	43.125	0.011	42	2	0.682	43.081	0.01	-66.9	0	0	60,170.609	119
13,204	51.8555	-26.2768	1	-9	0.823	0.078	43.579	0.014	42	2	0.747	43.323	-0.024	113	0	0	59,921.965	110
13,211	359.8163	-44.0031	1	-9	2.744	1.267	46.793	0.013	42	1	0.254	40.54	-0.002	-50.9	0	0	59,875.898	82
13,226	53.0859	-27.7844	1	-9	1.382	0.113	44.97	0.007	90	1	1.266	44.734	-0.072	-129.4	0	0	60,238.094	34
13,241	53.6133	-26.9444	1	-9	1.181	0.192	44.547	0.009	42	2	1.222	44.639	0.036	-325.8	0	0	60,223.691	7
13,242	52.207	-26.6101	1	-9	0.465	0.017	42.07	0.014	42	1	0.491	42.212	0.008	-180.8	0	0	59,933.777	83
13,263	150.1172	2.8361	1	-9	0.653	0.012	42.961	0.016	42	2	0.651	42.948	-0.007	-565.9	0	0	60,370.383	106
13,276	150.6445	3.5833	1	0.631	0.639	0.033	42.904	0.018	90	1	0.633	42.876	-0.047	-135.8	0	0	59,970.691	55
13,282	0.9657	-46.3751	1	-9	1.11	0.04	44.38	0.007	90	1	1.11	44.383	0.017	411	0	0	59,812.949	96
13,285	53.2617	-27.6159	1	-9	0.847	0.011	43.656	0.006	42	2	0.833	43.611	-0.028	-284.3	0	0	59,862.09	42
13,288	53.9648	-28.631	1	-9	2.849	1.152	46.891	0.009	42	2	0.412	41.758	-0.005	60.1	0	0	59,757.5	121
13,293	347.8125	-63.4483	1	-9	0.67	0.047	43.032	0.021	42	2	0.7	43.148	-0.023	117.2	0	0	59,801.68	92
13,310	359.8117	-45.1916	1	-9	1.189	0.248	44.566	0.01	90	1	1.058	44.254	-0.038	265.2	0	0	60,172.605	105
13,311	1.7234	-45.9811	1	-9	0.737	0.021	43.283	0.01	42	2	0.677	43.062	0.002	-27.9	0	0	59,879.008	114
13,320	351.383	-64.0112	1	0.36	0.334	0.037	41.227	0.023	42	3	0.358	41.405	0.008	66.6	3.1	0.015	60,199.797	112
13,322	33.5742	-6.5796	1	-9	0.964	0.041	44.003	0.021	90	1	0.925	43.895	0.01	260.8	0	0	59,788.84	9
13,324	53.7891	-27.7844	1	-9	1.595	0.293	45.353	0.009	42	2	1.289	44.783	-0	210.4	0	0	60,651.02	63
13,327	352.7113	-63.8237	1	-9	0.5	0.041	42.263	0.024	90	1	0.464	42.067	-0.007	-183.4	0	0	59,710.605	1
13,328	51.8555	-28.631	1	-9	1.165	0.27	44.511	0.009	90	1	1.069	44.281	0.029	130.4	0	0	59,878.469	27

Subsets and Splits