Datasets:

7wolf
/

y2023-e-cosmos

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Split (1)

train · 1.29k rows

area int64 37.1k 124k	perimeter float64 858 2.76k	major_axis float64 321 536	minor_axis float64 136 383	eccentricity float64 0.5 0.95	eqdiasq float64 217 397	solidity float64 0.68 0.99	convex_area int64 41.3k 132k	extent float64 0.5 0.82	aspect_ratio float64 1.16 3.07	roundness float64 0.12 0.93	compactness float64 0.56 0.87	shapefactor_1 float64 0 0.01	shapefactor_2 float64 0 0.01	shapefactor_3 float64 0.32 0.76	shapefactor_4 float64 0.64 1	target int64 0 1
65,418	1,170.387	443.9166	191.6194	0.902	288.6049	0.9627	67,955	0.621	2.3167	0.6001	0.6501	0.0068	0.0029	0.4227	0.9792	1
81,460	2,009.209	470.2433	252.9894	0.8429	322.0529	0.8651	94,167	0.6763	1.8587	0.2536	0.6849	0.0058	0.0031	0.469	0.8718	1
70,569	1,358.233	431.1998	212.0672	0.8707	299.752	0.9545	73,936	0.7127	2.0333	0.4807	0.6952	0.0061	0.003	0.4832	0.9826	1
70,612	1,054.33	406.9619	223.881	0.8351	299.8433	0.9807	71,999	0.7202	1.8178	0.7982	0.7368	0.0058	0.0032	0.5429	0.9868	1
74,424	1,205.576	445.501	227.3165	0.86	307.8304	0.8941	83,235	0.6622	1.9598	0.6435	0.691	0.006	0.0031	0.4774	0.9357	1
80,574	1,205.184	447.1653	232.2778	0.8545	320.2968	0.9749	82,648	0.728	1.9251	0.6971	0.7163	0.0055	0.0029	0.5131	0.9877	1
92,902	1,569.4189	454.7281	264.4788	0.8135	343.928	0.9657	96,199	0.7548	1.7193	0.474	0.7563	0.0049	0.0028	0.572	0.9835	0
96,985	2,202.3899	472.073	272.9789	0.8159	351.4045	0.9382	103,369	0.6823	1.7293	0.2513	0.7444	0.0049	0.0028	0.5541	0.9582	0
68,928	1,126.903	425.8451	225.7452	0.8479	296.2463	0.9171	75,159	0.6612	1.8864	0.6821	0.6957	0.0062	0.0033	0.484	0.9129	1
77,973	1,240.174	486.9174	208.2656	0.9039	315.0846	0.9554	81,611	0.7631	2.338	0.6371	0.6471	0.0062	0.0027	0.4187	0.979	1
67,179	1,153.082	423.6118	212.5043	0.8651	292.4636	0.9553	70,323	0.6666	1.9934	0.6349	0.6904	0.0063	0.0032	0.4767	0.9502	1
78,001	1,133.2209	418.0582	243.2682	0.8133	315.1412	0.962	81,085	0.7542	1.7185	0.7633	0.7538	0.0054	0.0031	0.5682	0.9765	0
84,311	1,403.006	453.0668	242.4947	0.8447	327.6402	0.9331	90,355	0.7574	1.8684	0.5382	0.7232	0.0054	0.0029	0.523	0.9771	1
77,867	1,164.859	440.2547	227.3307	0.8564	314.8704	0.9729	80,038	0.7548	1.9366	0.7211	0.7152	0.0057	0.0029	0.5115	0.9906	0
77,441	2,748.8569	428.3756	274.7805	0.7672	314.0079	0.8114	95,443	0.6529	1.559	0.1288	0.733	0.0055	0.0035	0.5373	0.8377	1
74,737	1,059.748	415.56	232.8272	0.8283	308.4771	0.9864	75,768	0.7707	1.7848	0.8363	0.7423	0.0056	0.0031	0.551	0.9835	1
85,437	1,160.38	459.0956	237.646	0.8556	329.8208	0.9915	86,172	0.7449	1.9318	0.7974	0.7184	0.0054	0.0028	0.5161	0.9971	0
89,959	2,383.783	475.0533	255.251	0.8434	338.4366	0.9179	98,002	0.7279	1.8611	0.1989	0.7124	0.0053	0.0028	0.5075	0.9446	0
110,022	1,245.824	469.0677	300.7826	0.7673	374.2784	0.9888	111,268	0.7562	1.5595	0.8908	0.7979	0.0043	0.0027	0.6367	0.9929	0
73,928	1,194.527	448.4811	216.4399	0.8758	306.8029	0.9473	78,037	0.6687	2.0721	0.6511	0.6841	0.0061	0.0029	0.468	0.9697	1
85,444	1,211.75	420.3109	262.3387	0.7813	329.8343	0.9768	87,470	0.7839	1.6022	0.7312	0.7847	0.0049	0.0031	0.6158	0.9866	0
87,084	1,221.7469	449.6449	247.7261	0.8345	332.9847	0.9907	87,902	0.7407	1.8151	0.7331	0.7406	0.0052	0.0028	0.5484	0.9954	0
76,680	1,383.629	442.8727	223.7487	0.863	312.4612	0.9624	79,672	0.7533	1.9793	0.5033	0.7055	0.0058	0.0029	0.4978	0.9853	1
89,379	1,250.196	480.1813	242.6649	0.8629	337.3438	0.9573	93,365	0.7632	1.9788	0.7186	0.7025	0.0054	0.0027	0.4936	0.9766	1
77,755	1,969.292	452.5568	232.9896	0.8573	314.6438	0.9318	83,444	0.7154	1.9424	0.252	0.6953	0.0058	0.003	0.4834	0.9389	1
62,370	1,025.717	403.4766	204.039	0.8627	281.8013	0.9454	65,970	0.68	1.9774	0.745	0.6984	0.0065	0.0033	0.4878	0.9646	1
90,519	1,172.703	444.4282	262.2431	0.8074	339.4884	0.985	91,894	0.7794	1.6947	0.8271	0.7639	0.0049	0.0029	0.5835	0.9889	0
74,220	1,200.856	458.5318	209.6977	0.8893	307.4083	0.9733	76,253	0.747	2.1866	0.6468	0.6704	0.0062	0.0028	0.4495	0.9828	1
74,823	1,724.351	435.1196	227.8139	0.852	308.6545	0.954	78,432	0.7313	1.91	0.3162	0.7094	0.0058	0.003	0.5032	0.9611	1
86,300	1,177.277	449.4067	245.8508	0.8371	331.4824	0.9889	87,265	0.7397	1.828	0.7825	0.7376	0.0052	0.0028	0.5441	0.9945	0
65,537	1,216.847	419.4887	208.7649	0.8674	288.8673	0.9353	70,073	0.709	2.0094	0.5562	0.6886	0.0064	0.0032	0.4742	0.9528	1
71,380	1,059.798	430.0882	213.6409	0.8679	301.4695	0.9856	72,426	0.7614	2.0131	0.7986	0.7009	0.006	0.003	0.4913	0.9891	1
88,469	1,529.411	427.0288	282.8887	0.7491	335.6222	0.9243	95,718	0.7365	1.5095	0.4753	0.7859	0.0048	0.0032	0.6177	0.9325	0
92,631	1,260.752	468.0538	255.6497	0.8377	343.4261	0.9791	94,609	0.7977	1.8308	0.7323	0.7337	0.0051	0.0028	0.5384	0.9857	0
101,208	1,277.932	489.2357	266.3607	0.8388	358.9736	0.9845	102,805	0.7223	1.8367	0.7788	0.7337	0.0048	0.0026	0.5384	0.9889	0
96,045	1,219.256	490.9517	249.5563	0.8612	349.6974	0.9919	96,827	0.7379	1.9673	0.8119	0.7123	0.0051	0.0026	0.5073	0.9981	1
84,652	1,527.751	446.0212	261.3348	0.8104	328.3021	0.9231	91,707	0.7324	1.7067	0.4558	0.7361	0.0053	0.0031	0.5418	0.9247	1
64,374	1,039.73	419.2154	198.6272	0.8806	286.2927	0.9786	65,783	0.7512	2.1106	0.7483	0.6829	0.0065	0.0031	0.4664	0.9843	1
96,684	1,203.632	445.1109	278.3125	0.7804	350.8588	0.99	97,662	0.7597	1.5993	0.8386	0.7883	0.0046	0.0029	0.6213	0.9937	0
85,313	1,171.661	454.5264	240.0397	0.8492	329.5814	0.9883	86,320	0.7478	1.8935	0.7809	0.7251	0.0053	0.0028	0.5258	0.9956	0
92,053	2,746.7729	457.8702	295.9154	0.7631	342.3529	0.8668	106,195	0.6856	1.5473	0.1533	0.7477	0.005	0.0032	0.5591	0.865	0
82,285	2,069.011	457.3373	250.1151	0.8372	323.6797	0.9108	90,343	0.6417	1.8285	0.2415	0.7077	0.0056	0.003	0.5009	0.9159	1
89,579	1,295.7841	496.3006	247.2789	0.867	337.7211	0.9271	96,618	0.704	2.007	0.6704	0.6805	0.0055	0.0028	0.463	0.9294	1
92,123	1,313.1591	454.3773	259.5891	0.8207	342.4831	0.9851	93,520	0.7814	1.7504	0.6713	0.7537	0.0049	0.0028	0.5681	0.9944	0
82,596	1,187.22	434.1503	242.905	0.8288	324.2907	0.9866	83,715	0.7854	1.7873	0.7364	0.747	0.0053	0.0029	0.5579	0.9972	0
98,007	1,273.3101	493.9856	254.769	0.8567	353.2512	0.9823	99,772	0.7377	1.939	0.7596	0.7151	0.005	0.0026	0.5114	0.9915	0
78,593	2,126.448	455.6613	232.1182	0.8605	316.3348	0.9297	84,539	0.5844	1.9631	0.2184	0.6942	0.0058	0.003	0.482	0.9461	0
77,937	1,291.8571	432.2187	263.1985	0.7932	315.0119	0.9005	86,550	0.6985	1.6422	0.5868	0.7288	0.0055	0.0034	0.5312	0.8723	1
104,968	1,532.7531	493.1212	281.9866	0.8204	365.5809	0.9461	110,947	0.7532	1.7487	0.5615	0.7414	0.0047	0.0027	0.5496	0.9611	0
77,260	1,116.042	440.7751	228.3477	0.8553	313.6407	0.964	80,147	0.746	1.9303	0.7795	0.7116	0.0057	0.003	0.5063	0.9774	0
90,125	1,821.601	464.186	255.759	0.8345	338.7487	0.9505	94,816	0.708	1.8149	0.3413	0.7298	0.0052	0.0028	0.5326	0.9666	0
97,738	1,311.45	504.8268	250.314	0.8684	352.7661	0.9687	100,898	0.7636	2.0168	0.7141	0.6988	0.0052	0.0026	0.4883	0.9848	0
65,314	1,079.3459	411.7336	210.4937	0.8594	288.3754	0.9271	70,446	0.7379	1.956	0.7045	0.7004	0.0063	0.0032	0.4906	0.9595	1
98,828	1,384.476	484.4311	261.0739	0.8424	354.7277	0.9847	100,362	0.7856	1.8555	0.6479	0.7323	0.0049	0.0026	0.5362	0.9949	0
91,331	1,211.104	496.3892	234.8878	0.881	341.0077	0.9899	92,263	0.6624	2.1133	0.7825	0.687	0.0054	0.0026	0.4719	0.9973	0
69,505	1,143.265	435.7733	207.9422	0.8788	297.4836	0.9558	72,719	0.7016	2.0956	0.6682	0.6827	0.0063	0.003	0.466	0.9766	1
54,461	1,657.509	382.4734	212.1507	0.8321	263.3285	0.8491	64,138	0.6791	1.8028	0.2491	0.6885	0.007	0.0039	0.474	0.8546	1
96,001	1,209.672	473.9945	259.3766	0.837	349.6173	0.9932	96,663	0.7563	1.8274	0.8244	0.7376	0.0049	0.0027	0.5441	0.9942	0
91,176	2,058.6941	443.7678	383.0461	0.5049	340.7182	0.718	126,991	0.594	1.1585	0.2703	0.7678	0.0049	0.0042	0.5895	0.6829	0
96,425	1,347.23	513.5703	243.3371	0.8806	350.3885	0.9759	98,802	0.7015	2.1105	0.6676	0.6823	0.0053	0.0025	0.4655	0.9824	1
88,178	1,770.2791	442.576	266.8698	0.7977	335.0697	0.9281	95,009	0.7341	1.6584	0.3536	0.7571	0.005	0.003	0.5732	0.9506	0
73,828	1,987.047	457.0342	266.923	0.8117	306.5954	0.7965	92,690	0.5934	1.7122	0.235	0.6708	0.0062	0.0036	0.45	0.7705	1
70,589	1,126.478	443.9264	207.7016	0.8838	299.7944	0.9765	72,288	0.693	2.1373	0.699	0.6753	0.0063	0.0029	0.4561	0.9748	1
96,118	1,282.005	502.7237	246.4533	0.8716	349.8303	0.9854	97,545	0.7479	2.0398	0.7349	0.6959	0.0052	0.0026	0.4842	0.9878	1
71,350	2,113.4661	436.2046	306.2167	0.7122	301.4061	0.7242	98,517	0.5715	1.4245	0.2007	0.691	0.0061	0.0043	0.4774	0.6801	0
100,510	1,253.766	489.1862	263.0239	0.8432	357.7336	0.9885	101,677	0.7772	1.8599	0.8035	0.7313	0.0049	0.0026	0.5348	0.9946	0
86,116	1,203.455	485.0843	231.9135	0.8783	331.1288	0.9754	88,287	0.6387	2.0917	0.7472	0.6826	0.0056	0.0027	0.466	0.9747	1
68,796	1,908.745	438.6945	236.2148	0.8427	295.9625	0.8664	79,400	0.6519	1.8572	0.2373	0.6746	0.0064	0.0034	0.4551	0.8453	1
80,569	1,317.608	498.032	212.6353	0.9043	320.2868	0.9534	84,508	0.6326	2.3422	0.5832	0.6431	0.0062	0.0026	0.4136	0.9687	1
93,374	1,181.031	469.1623	254.4323	0.8402	344.8006	0.9931	94,022	0.7717	1.844	0.8412	0.7349	0.005	0.0027	0.5401	0.996	0
98,268	1,211.701	466.6342	269.8694	0.8158	353.7212	0.9917	99,089	0.7342	1.7291	0.8411	0.758	0.0047	0.0027	0.5746	0.9936	0
94,511	2,069.553	463.567	275.8159	0.8037	346.8936	0.9229	102,404	0.7212	1.6807	0.2773	0.7483	0.0049	0.0029	0.56	0.9412	0
93,587	1,311.856	456.447	268.9219	0.808	345.1937	0.9452	99,012	0.7586	1.6973	0.6834	0.7563	0.0049	0.0029	0.5719	0.9708	0
116,282	1,319.3621	513.4813	289.3589	0.8261	384.779	0.9889	117,589	0.7592	1.7745	0.8394	0.7494	0.0044	0.0025	0.5615	0.9965	0
103,127	1,265.026	496.1133	265.3459	0.8449	362.3608	0.9924	103,920	0.7598	1.8697	0.8098	0.7304	0.0048	0.0026	0.5335	0.9974	0
87,321	1,156.184	465.0453	240.1083	0.8564	333.4375	0.9932	87,920	0.6472	1.9368	0.8209	0.717	0.0053	0.0027	0.5141	0.9957	0
99,319	1,336.0389	485.2657	263.9267	0.8392	355.6078	0.9805	101,299	0.7532	1.8386	0.6992	0.7328	0.0049	0.0027	0.537	0.9874	0
76,237	1,136.353	465.164	211.6298	0.8905	311.5573	0.9773	78,007	0.7604	2.198	0.7419	0.6698	0.0061	0.0028	0.4486	0.986	1
83,176	1,142.562	442.9907	241.2355	0.8387	325.4274	0.9787	84,990	0.7657	1.8363	0.8007	0.7346	0.0053	0.0029	0.5397	0.991	1
84,715	1,479.464	455.3496	239.6014	0.8504	328.4243	0.9822	86,253	0.7551	1.9004	0.4864	0.7213	0.0054	0.0028	0.5202	0.9886	0
78,536	2,738.6531	453.438	252.2755	0.8309	316.2201	0.8772	89,533	0.7092	1.7974	0.1316	0.6974	0.0058	0.0032	0.4863	0.8742	1
61,851	1,005.11	402.0027	198.7818	0.8692	280.6263	0.9846	62,817	0.797	2.0223	0.7694	0.6981	0.0065	0.0032	0.4873	0.9855	1
83,507	1,324.458	474.4091	226.4817	0.8787	326.0742	0.9718	85,929	0.7389	2.0947	0.5982	0.6873	0.0057	0.0027	0.4724	0.9896	1
91,873	1,558.576	467.4126	260.2372	0.8307	342.018	0.9446	97,257	0.7327	1.7961	0.4753	0.7317	0.0051	0.0028	0.5354	0.9617	1
57,946	1,104.3199	364.0417	206.737	0.8231	271.6232	0.947	61,187	0.6851	1.7609	0.5971	0.7461	0.0063	0.0036	0.5567	0.9803	1
91,919	1,485.979	501.6235	235.8714	0.8826	342.1036	0.962	95,553	0.7368	2.1267	0.5231	0.682	0.0055	0.0026	0.4651	0.9892	0
57,084	1,584.452	402.2238	190.5893	0.8806	269.5953	0.8912	64,055	0.7153	2.1104	0.2857	0.6703	0.007	0.0033	0.4493	0.9481	1
80,982	1,198.704	484.6619	217.9012	0.8932	321.1067	0.9682	83,644	0.7887	2.2242	0.7082	0.6625	0.006	0.0027	0.439	0.9763	1
69,805	1,110.311	445.9509	204.7685	0.8883	298.1249	0.9464	73,757	0.6956	2.1778	0.7116	0.6685	0.0064	0.0029	0.4469	0.9733	1
79,307	1,147.151	425.3987	249.9247	0.8092	317.7685	0.935	84,816	0.6384	1.7021	0.7573	0.747	0.0054	0.0032	0.558	0.9498	0
60,287	1,164.455	393.705	205.3679	0.8532	277.0556	0.9185	65,637	0.6886	1.9171	0.5587	0.7037	0.0065	0.0034	0.4952	0.9494	1
99,923	1,296.0551	455.4228	280.7125	0.7875	356.6874	0.9871	101,229	0.7286	1.6224	0.7475	0.7832	0.0046	0.0028	0.6134	0.9952	0
41,269	1,338.38	370.0265	153.0344	0.9105	229.2277	0.89	46,369	0.6439	2.4179	0.2895	0.6195	0.009	0.0037	0.3838	0.9279	1
91,087	1,909.657	436.7993	281.7704	0.7641	340.5518	0.9235	98,631	0.7115	1.5502	0.3139	0.7797	0.0048	0.0031	0.6079	0.9423	0
71,309	1,091.943	426.2745	219.2623	0.8576	301.3195	0.9762	73,051	0.7122	1.9441	0.7515	0.7069	0.006	0.0031	0.4997	0.9714	1
79,004	1,965.6801	470.6078	234.6889	0.8668	317.1609	0.8662	91,210	0.6818	2.0052	0.2569	0.6739	0.006	0.003	0.4542	0.9108	1
90,167	1,201.215	481.3172	238.9212	0.8681	338.8277	0.9907	91,010	0.7629	2.0145	0.7853	0.704	0.0053	0.0026	0.4956	0.9983	1
91,398	1,386.325	488.1544	240.4808	0.8702	341.1328	0.9788	93,376	0.7289	2.0299	0.5976	0.6988	0.0053	0.0026	0.4884	0.9913	1
76,570	2,283.5969	429.917	265.1375	0.7872	312.237	0.8695	88,067	0.619	1.6215	0.1845	0.7263	0.0056	0.0035	0.5275	0.8553	0
74,070	2,140.6589	460.5987	214.7591	0.8846	307.0975	0.9205	80,470	0.7574	2.1447	0.2031	0.6667	0.0062	0.0029	0.4445	0.9534	1