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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
8,987	0.5745	-45.9811	1	-9	1.063	0.013	44.264	0.006	90	1	1.031	44.183	-0.034	134.5	0	0	59,804.059	130
9,033	0.1907	-45.784	1	0.313	0.259	0.029	40.592	0.005	42	2	0.31	41.042	-0.006	616.7	0	0	59,883.48	101
9,041	347.6175	-62.5086	1	-9	1.042	0.018	44.212	0.019	90	1	1.055	44.245	-0.02	154.2	0	0	60,191.055	57
9,051	358.6653	-45.784	1	-9	0.983	0.009	44.054	0.009	90	1	0.986	44.064	0.01	-147.4	0	0	60,590.516	129
9,053	1.7089	-45.5867	1	-9	0.566	0.093	42.586	0.011	42	2	0.585	42.671	-0.06	-136.4	0	0	60,166.844	11
9,080	33.9258	-5.9792	1	-9	0.865	0.049	43.712	0.022	42	2	0.896	43.808	-0.025	158.2	0	0	60,236.508	99
9,084	52.9102	-26.2768	1	-9	0.846	0.03	43.651	0.008	90	1	0.967	44.011	-0.016	-15.6	0	0	60,248.766	103
9,099	352.3987	-62.6967	1	-9	0.584	0.014	42.668	0.02	42	1	0.554	42.528	0.002	-65.6	0	0	60,146.117	131
9,107	150.4688	1.6415	1	0.469	0.572	0.256	42.613	0.017	42	2	0.472	42.107	-0.003	-436.5	0	0	60,336.422	45
9,110	0.9298	-44.598	1	0.253	0.298	0.032	40.937	0.011	42	2	0.252	40.526	0.004	168.9	0	0	59,710.277	65
9,115	53.2617	-27.6159	1	-9	0.543	0.658	42.478	0.006	42	2	0.497	42.247	-0.007	110.4	0	0	59,820.949	42
9,124	34.2773	-5.6792	1	-9	1.538	0.274	45.256	0.02	90	1	1.288	44.78	-0.029	-396.4	0	0	60,179.055	90
9,138	352.1329	-63.636	1	0.27	0.283	0.015	40.809	0.021	42	2	0.27	40.692	-0.007	235.9	0	0	59,847.141	80
9,165	349.4295	-62.5086	1	-9	1.106	0.067	44.37	0.02	90	1	1.087	44.325	0.011	77	0	0	60,542.625	104
9,167	346.1301	-63.0726	1	-9	1.183	0.038	44.552	0.02	42	2	1.152	44.482	0.022	455.5	0	0	60,534.75	14
9,170	346.5	-62.3204	1	-9	0.588	0.013	42.686	0.02	90	1	0.583	42.666	0.007	-8.5	0	0	59,737.063	75
9,187	35.8594	-4.6305	1	-9	0.35	0.027	41.344	0.022	42	2	0.358	41.404	-0.004	238.9	0	0	60,270.641	8
9,197	2.0711	-45.1916	1	-9	1.357	0.224	44.921	0.011	15	1	1.085	44.321	0.02	416	3.1	0.043	60,235.117	70
9,209	150.6445	3.5833	1	-9	0.587	0.04	42.682	0.018	90	1	0.564	42.577	0.01	283	0	0	59,931.227	55
9,210	359.4156	-46.7685	1	-9	1.251	0.099	44.701	0.009	90	1	0.942	43.942	0.02	-189.5	0	0	60,178.426	36
9,216	359.8117	-45.1916	1	0.94	1.592	0.194	45.349	0.01	90	1	0.94	43.935	-0.013	-426.1	0	0	60,180.426	105
9,220	52.207	-28.631	1	-9	0.669	0.024	43.028	0.009	42	1	0.705	43.165	-0.016	-257.2	0	0	60,235.777	18
9,229	52.9102	-27.9532	1	0.307	0.314	0.008	41.068	0.007	993	1	0.306	41.005	0.004	-11	3.1	0.097	59,897.324	52
9,237	0.9298	-44.598	1	-9	0.58	0.2	42.649	0.011	62	1	0.562	42.566	-0.016	-166	0	0	59,820.645	65
9,277	149.4141	1.9401	1	-9	0.726	0.045	43.243	0.018	42	2	0.661	42.992	-0.006	-26.6	0	0	59,657.793	15
9,293	151.1719	2.2387	1	0.564	0.521	0.508	42.368	0.024	90	1	0.566	42.583	0.01	180.1	0	0	59,579.859	49
9,302	351.3214	-64.1987	1	-9	1.331	0.058	44.868	0.023	90	1	1.286	44.777	0.021	87.8	0	0	59,848.824	68
9,303	34.4531	-5.2295	1	-9	1.026	0.016	44.169	0.019	42	1	1.037	44.199	0.025	-49.3	0	0	60,282.359	124
9,316	33.5742	-5.3794	1	-9	0.616	0.016	42.809	0.017	42	2	0.599	42.736	0.012	-103.3	0	0	60,199.336	6
9,322	33.5742	-5.0797	1	-9	1.373	0.147	44.952	0.016	42	3	1.143	44.46	0.017	-548.3	3.1	0.052	60,168.297	67
9,346	351.3214	-64.1987	1	-9	1.31	0.1	44.825	0.023	90	1	1.131	44.432	-0.054	297.6	0	0	59,760.355	68
9,362	53.4375	-29.1422	1	-9	0.269	0.017	40.686	0.008	42	2	0.286	40.836	0.001	-37.4	0	0	60,256.789	71
9,365	34.2773	-5.6792	1	0.294	0.293	0.022	40.899	0.02	42	1	0.289	40.867	-0	556.1	0	0	60,610.176	90
9,374	53.0859	-27.1119	1	-9	0.719	0.016	43.218	0.007	42	1	0.701	43.152	-0	222.5	0	0	60,628.527	30
9,380	346.6552	-63.2605	1	-9	0.785	0.043	43.452	0.019	42	2	0.772	43.41	-0.047	169	0	0	59,803.746	17
9,408	346.5	-62.3204	1	-9	0.966	0.015	44.008	0.02	90	1	0.978	44.041	0.025	-62.1	0	0	60,172.043	75
9,423	351.383	-64.0112	1	-9	0.556	0.033	42.538	0.023	52	1	0.592	42.703	-0.012	-237.8	0	0	60,625.773	112
9,444	349.0461	-61.9438	1	-9	1.158	0.058	44.494	0.017	90	1	1.225	44.647	0.028	-41.6	0	0	60,220.691	69
9,451	351.383	-64.0112	1	-9	0.986	0.01	44.061	0.023	90	1	0.986	44.063	0.006	151	0	0	60,624.414	112
9,461	358.6653	-45.784	1	-9	1.15	0.093	44.475	0.009	90	1	1.101	44.358	-0.007	-329.3	0	0	60,595.578	129
9,468	51.8555	-26.2768	1	-9	0.797	0.046	43.492	0.014	52	1	0.799	43.503	0.025	360.3	0	0	59,884.363	110
9,469	32.8711	-4.7802	1	0.818	0.77	0.022	43.401	0.017	90	1	0.818	43.562	0.023	-66.1	0	0	59,944.641	31
9,482	53.0859	-28.1222	1	-9	0.731	0.037	43.263	0.007	42	2	0.806	43.524	-0.032	437.3	0	0	60,242.336	2
9,497	51.3281	-27.7844	1	0.466	0.423	0.011	41.831	0.013	62	2	0.467	42.083	-0.012	-324	3.1	0.575	60,549.719	123
9,507	359.8117	-45.1916	1	-9	0.737	0.018	43.286	0.01	42	2	0.724	43.239	-0.004	50.8	0	0	59,806.977	105
9,550	346.1301	-63.0726	1	0.699	0.707	0.01	43.173	0.02	90	1	0.696	43.135	0.007	423.5	0	0	59,899.773	14
9,554	51.6797	-27.4476	1	0.665	0.68	0.024	43.07	0.01	62	1	0.664	43.01	0.002	151.8	0	0	60,607.121	102
9,562	349.1606	-64.7609	1	-9	0.389	0.055	41.614	0.02	42	2	0.325	41.162	-0.002	294.6	0	0	60,412.531	50
9,566	52.9102	-25.9445	1	-9	0.855	0.031	43.681	0.01	90	1	0.865	43.712	0.024	12.9	0	0	60,634.77	78
9,588	51.8555	-28.631	1	-9	0.878	0.032	43.752	0.009	42	2	0.891	43.791	-0.014	-16.5	0	0	60,586.551	27
9,597	53.9648	-28.631	1	-9	0.845	0.234	43.649	0.009	90	1	0.647	42.937	0.014	-14.3	0	0	59,794.656	121
9,603	349.0461	-61.9438	1	-9	1.674	0.326	45.483	0.017	42	1	1.053	44.24	0.02	-85.6	0	0	60,621.535	69
9,626	150.6445	3.5833	1	-9	1.066	0.024	44.273	0.018	90	1	1.023	44.159	-0.028	86.8	0	0	59,642.898	55
9,652	53.6133	-28.631	1	-9	0.662	0.03	43.001	0.006	90	1	0.666	43.018	0.014	412.4	0	0	60,246.648	115
9,662	53.6133	-26.9444	1	-9	1.433	0.064	45.067	0.009	42	1	1.361	44.928	0.032	-260.6	0	0	59,875.059	7
9,676	1.7532	-46.7685	1	0.676	0.722	0.034	43.229	0.014	42	1	0.677	43.059	0.014	-365.6	0	0	60,521	22
9,678	151.5234	3.1349	1	-9	1.151	0.706	44.478	0.019	42	1	0.555	42.529	0.003	-942.5	0	0	59,708.336	125
9,699	2.0975	-45.784	1	-9	0.64	0.102	42.91	0.011	42	2	0.449	41.981	-0.001	-69.7	0	0	60,560.969	24
9,705	352.7113	-63.8237	1	0.598	0.569	0.038	42.597	0.024	90	1	0.597	42.728	0.004	300.2	0	0	60,571.391	1
9,720	351.7347	-62.8847	1	0.607	0.535	0.026	42.439	0.019	42	2	0.604	42.761	0.004	549.4	0	0	60,534.086	86
9,725	350.2303	-61.9438	1	-9	1.277	0.072	44.758	0.017	90	1	1.172	44.529	-0.02	263.9	0	0	59,815.223	108
9,726	358.3125	-44.9939	1	-9	0.758	0.024	43.359	0.009	42	2	0.733	43.273	-0.035	81.9	0	0	60,556.293	3
9,761	52.207	-28.2916	1	-9	1.423	0.172	45.048	0.007	42	2	0.85	43.666	-0.016	-277.7	0	0	59,879.391	87
9,772	53.6133	-26.9444	1	-9	0.553	0.024	42.522	0.009	90	1	0.549	42.506	-0.006	128.2	0	0	59,864.668	7
9,776	351.9536	-62.1322	1	0.423	0.411	0.026	41.757	0.019	42	1	0.42	41.81	-0	360.6	0	0	60,228.078	128
9,782	149.5898	3.5833	1	-9	1.178	0.159	44.539	0.024	90	1	1.193	44.572	0.037	-35.9	0	0	60,028.512	74
9,799	346.2766	-64.0112	1	-9	0.988	0.312	44.067	0.019	90	1	0.958	43.985	-0.015	-135.7	0	0	59,787.152	116
9,806	0.9657	-46.3751	1	0.462	0.536	0.076	42.442	0.007	42	2	0.462	42.056	-0.019	-470.1	0	0	60,053.445	96
9,809	347.8125	-63.4483	1	-9	0.63	0.034	42.868	0.021	90	1	0.621	42.832	0.017	183	0	0	60,108.488	92
9,839	53.6133	-27.9532	1	-9	1.563	0.133	45.299	0.007	90	1	1.095	44.345	-0.039	194.1	0	0	59,911.16	56
9,864	0.9298	-44.598	1	-9	0.772	0.073	43.407	0.011	42	1	0.795	43.487	0.02	-266.8	0	0	59,806.371	65
9,865	150.1172	3.7328	1	0.465	2.385	0.85	46.424	0.02	42	1	0.466	42.074	0.001	-13.5	0	0	60,316.574	88
9,868	54.668	-27.6159	1	-9	0.761	0.025	43.37	0.009	42	2	0.754	43.345	0.017	359.7	0	0	60,262.961	72
9,884	51.3281	-27.4476	1	0.621	0.6	0.016	42.74	0.013	62	1	0.621	42.83	0.007	-46.9	0	0	59,908.801	122
9,893	33.75	-4.6305	1	0.488	0.505	0.096	42.289	0.019	42	1	0.488	42.199	-0.001	-95.2	0	0	60,204.152	28
9,916	349.8913	-64.5736	1	-9	0.612	0.036	42.792	0.023	42	1	0.644	42.927	-0.012	-384.8	0	0	59,801.645	51
9,924	349.2857	-62.8847	1	0.799	0.871	0.068	43.73	0.018	42	2	0.799	43.498	-0.004	-155.9	0	0	59,823.059	100
9,950	51.3281	-27.4476	1	-9	0.546	0.096	42.492	0.013	90	1	0.58	42.651	-0.012	-175.5	0	0	60,288.008	122
9,951	346.2766	-64.0112	1	0.842	0.743	0.055	43.304	0.019	90	1	0.84	43.633	-0.018	113.1	0	0	60,560.566	116
9,961	53.7891	-27.7844	1	-9	1.049	0.268	44.229	0.009	90	1	1.141	44.455	0	-185.9	0	0	60,238.445	63
9,967	150.293	2.6867	1	-9	1.439	0.262	45.079	0.016	90	1	1.066	44.269	-0.01	-183.1	0	0	60,377.082	59
9,989	346.1301	-63.0726	1	-9	0.952	0.219	43.967	0.02	62	2	0.906	43.835	-0.051	-343.6	3.1	0.062	60,616.559	14
9,998	2.458	-45.3892	1	-9	0.513	0.038	42.326	0.011	42	2	0.549	42.507	0.005	-30.5	0	0	60,247.148	46
10,021	52.207	-28.631	1	-9	1.434	0.098	45.068	0.009	90	1	1.293	44.792	0.017	354.6	0	0	60,310.992	18
10,056	52.5586	-27.2796	1	0.451	0.356	0.052	41.39	0.008	42	2	0.451	41.993	0.016	-45.8	0	0	60,282.449	53
10,071	0.9494	-45.5867	1	0.322	0.459	0.06	42.039	0.013	62	1	0.321	41.129	-0.003	79.8	0	0	60,257.984	41
10,102	359.0586	-45.1916	1	-9	0.745	0.025	43.313	0.011	42	2	0.743	43.31	-0.001	609.5	0	0	59,798.133	66
10,103	359.8052	-46.7685	1	-9	0.813	0.038	43.546	0.011	90	1	0.883	43.767	0.022	-415.4	0	0	60,583.668	119
10,110	54.668	-27.6159	1	0.764	0.801	0.037	43.505	0.009	42	1	0.765	43.384	0.023	86	0	0	59,835.586	72
10,119	351.9536	-62.1322	1	0.621	0.643	0.031	42.923	0.019	42	2	0.62	42.827	-0.001	-64.5	0	0	60,577.156	128
10,133	352.3987	-62.6967	1	-9	0.903	0.022	43.827	0.02	42	2	0.939	43.933	-0.011	-200.8	0	0	60,182.059	131
10,139	350.2303	-61.9438	1	-9	1.321	0.056	44.848	0.017	90	1	1.228	44.653	-0.028	65.1	0	0	59,782.656	108
10,146	346.5	-62.3204	1	-9	0.552	0.007	42.521	0.02	993	1	0.55	42.507	0.001	-344.2	3.1	0.092	59,799.184	75
10,150	359.8148	-44.3998	1	0.44	2.738	0.404	46.787	0.009	62	1	0.44	41.927	0.015	-258.3	0	0	60,254.246	118
10,155	0.5895	-47.1613	1	-9	1.01	0.23	44.127	0.009	42	2	0.933	43.916	0.022	-152.4	0	0	60,586.191	10
10,180	359.8117	-45.1916	1	-9	0.583	0.011	42.663	0.01	42	2	0.564	42.581	-0.019	361.9	0	0	60,504.461	105
10,213	359.0586	-45.1916	1	-9	0.563	0.019	42.573	0.011	42	2	0.551	42.517	0.005	-227.8	0	0	60,200.844	66
10,218	52.5586	-27.2796	1	0.313	0.341	0.036	41.281	0.008	42	2	0.313	41.065	0.003	33.8	0	0	60,466.527	53
10,228	151.1719	1.343	1	-9	0.752	0.045	43.339	0.026	90	1	0.821	43.568	-0	-12.8	0	0	59,596.43	48
10,244	53.7891	-27.7844	1	-9	0.769	0.021	43.396	0.009	42	3	0.742	43.303	0.014	97.6	3.1	0.588	60,208.891	63

Subsets and Splits