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
95,002	1,276.772	488.1952	253.0126	0.8552	347.7935	0.9652	98,425	0.7135	1.9295	0.7323	0.7124	0.0051	0.0027	0.5075	0.9793	1
112,216	1,325.073	481.8114	297.6589	0.7863	377.9919	0.9872	113,672	0.7722	1.6187	0.8031	0.7845	0.0043	0.0027	0.6155	0.9963	0
75,330	1,214.089	436.8484	222.0092	0.8612	309.6985	0.9702	77,640	0.7731	1.9677	0.6422	0.7089	0.0058	0.0029	0.5026	0.989	1
57,026	1,040.25	387.01	190.2948	0.8708	269.4583	0.9688	58,864	0.7548	2.0337	0.6622	0.6963	0.0068	0.0033	0.4848	0.9859	1
60,803	1,317.906	413.886	195.5904	0.8813	278.2387	0.9106	66,769	0.6834	2.1161	0.4399	0.6723	0.0068	0.0032	0.4519	0.9563	1
100,664	1,287.78	490.9807	262.7903	0.8447	358.0075	0.9788	102,842	0.7759	1.8683	0.7628	0.7292	0.0049	0.0026	0.5317	0.9934	0
79,084	1,239.109	446.011	227.0342	0.8607	317.3214	0.978	80,866	0.7445	1.9645	0.6473	0.7115	0.0056	0.0029	0.5062	0.9944	0
103,099	2,306.2649	438.8541	324.9486	0.6721	362.3116	0.8909	115,719	0.7248	1.3505	0.2436	0.8256	0.0043	0.0032	0.6816	0.9205	0
76,722	1,600.187	464.1401	231.3345	0.8669	312.5468	0.8693	88,258	0.6772	2.0064	0.3765	0.6734	0.006	0.003	0.4535	0.9098	1
74,365	1,447.839	432.9703	222.5567	0.8578	307.7084	0.9544	77,918	0.7861	1.9454	0.4458	0.7107	0.0058	0.003	0.5051	0.9826	1
72,208	1,841.912	422.9324	240.0699	0.8233	303.2129	0.8816	81,907	0.7137	1.7617	0.2675	0.7169	0.0059	0.0033	0.514	0.9055	1
67,867	1,821.156	425.1305	220.2232	0.8554	293.9574	0.9025	75,195	0.714	1.9305	0.2571	0.6915	0.0063	0.0032	0.4781	0.923	1
76,194	1,344.9139	458.8042	213.5682	0.8851	311.4695	0.9694	78,600	0.7459	2.1483	0.5293	0.6789	0.006	0.0028	0.4609	0.9901	1
77,198	2,368.8301	447.1309	256.2165	0.8195	313.5148	0.8671	89,026	0.6566	1.7451	0.1729	0.7012	0.0058	0.0033	0.4916	0.858	0
69,085	1,648.754	438.1684	209.3065	0.8785	296.5835	0.9394	73,545	0.7285	2.0934	0.3194	0.6769	0.0063	0.003	0.4582	0.9591	1
78,332	2,115.9021	460.0739	254.7395	0.8327	315.8091	0.855	91,614	0.6632	1.8061	0.2199	0.6864	0.0059	0.0033	0.4712	0.851	0
59,753	1,733.895	418.0769	193.1692	0.8869	275.8258	0.8756	68,239	0.6377	2.1643	0.2498	0.6597	0.007	0.0032	0.4353	0.9421	1
80,972	1,121.2209	430.2227	243.0307	0.8252	321.0868	0.9711	83,385	0.7236	1.7702	0.8094	0.7463	0.0053	0.003	0.557	0.986	0
69,025	1,993.151	442.1844	207.924	0.8825	296.4547	0.9211	74,936	0.7501	2.1267	0.2183	0.6704	0.0064	0.003	0.4495	0.9559	1
75,669	1,436.559	415.8894	239.3196	0.8178	310.3945	0.9406	80,444	0.7388	1.7378	0.4608	0.7463	0.0055	0.0032	0.557	0.968	1
72,013	1,097.8571	413.699	227.891	0.8346	302.8032	0.9729	74,018	0.7559	1.8153	0.7508	0.7319	0.0057	0.0032	0.5357	0.9725	1
101,260	1,264.635	476.2528	271.1042	0.8222	359.0658	0.9872	102,571	0.7683	1.7567	0.7956	0.7539	0.0047	0.0027	0.5684	0.9986	0
77,892	1,448.8051	436.2948	243.0868	0.8304	314.9209	0.9088	85,709	0.7049	1.7948	0.4663	0.7218	0.0056	0.0031	0.521	0.9351	1
66,493	1,396.1851	396.0021	223.7298	0.8251	290.9665	0.9383	70,867	0.7181	1.77	0.4286	0.7348	0.006	0.0034	0.5399	0.9556	1
65,251	1,139.3781	419.9422	201.6076	0.8772	288.2363	0.9641	67,679	0.7619	2.083	0.6316	0.6864	0.0064	0.0031	0.4711	0.9813	1
70,954	1,366.3621	430.3386	214.8055	0.8665	300.5685	0.9637	73,626	0.7484	2.0034	0.4776	0.6984	0.0061	0.003	0.4878	0.9773	1
90,317	2,515.9939	489.0473	255.8651	0.8522	339.1094	0.8991	100,448	0.7071	1.9113	0.1793	0.6934	0.0054	0.0028	0.4808	0.919	0
96,253	1,795.7531	449.7296	283.0829	0.777	350.0759	0.9558	100,707	0.7361	1.5887	0.3751	0.7784	0.0047	0.0029	0.6059	0.9626	0
91,806	1,219.03	459.5651	258.657	0.8266	341.8933	0.967	94,936	0.7745	1.7767	0.7763	0.7439	0.005	0.0028	0.5535	0.9834	0
75,425	1,135.5861	404.1902	238.8812	0.8067	309.8937	0.9818	76,820	0.7418	1.692	0.735	0.7667	0.0054	0.0032	0.5878	0.9946	0
89,960	1,213.4139	474.2642	249.1864	0.8508	338.4385	0.9591	93,799	0.7509	1.9033	0.7678	0.7136	0.0053	0.0028	0.5092	0.9692	1
74,673	1,955.649	450.7327	237.1064	0.8505	308.345	0.8704	85,791	0.6051	1.901	0.2454	0.6841	0.006	0.0032	0.468	0.8896	0
82,341	1,140.282	457.2149	230.3999	0.8638	323.7898	0.9882	83,328	0.7497	1.9844	0.7958	0.7082	0.0056	0.0028	0.5015	0.9952	1
101,198	2,577.3501	462.1474	304.6206	0.752	358.9558	0.9135	110,783	0.7028	1.5171	0.1914	0.7767	0.0046	0.003	0.6033	0.9153	0
55,508	1,029.842	396.2707	191.7932	0.8751	265.8477	0.9104	60,968	0.7225	2.0661	0.6577	0.6709	0.0071	0.0035	0.4501	0.9299	1
79,209	1,251.63	391.5358	262.6503	0.7416	317.5721	0.9624	82,300	0.6968	1.4907	0.6354	0.8111	0.0049	0.0033	0.6579	0.9807	0
72,798	1,259.91	473.3427	212.1377	0.8939	304.4492	0.905	80,437	0.6253	2.2313	0.5763	0.6432	0.0065	0.0029	0.4137	0.9231	1
107,570	2,490.2629	476.4575	309.4414	0.7604	370.0843	0.9253	116,260	0.752	1.5397	0.218	0.7767	0.0044	0.0029	0.6033	0.929	0
79,711	1,419.0811	488.5091	217.491	0.8954	318.5768	0.9506	83,855	0.7406	2.2461	0.4974	0.6521	0.0061	0.0027	0.4253	0.9552	1
84,958	2,144.9829	481.66	297.113	0.7871	328.895	0.7976	106,520	0.6231	1.6211	0.232	0.6828	0.0057	0.0035	0.4663	0.7559	0
83,019	1,180.433	482.4406	221.1325	0.8888	325.1201	0.9828	84,468	0.75	2.1817	0.7487	0.6739	0.0058	0.0027	0.4542	0.9908	1
99,009	1,199.3459	462.7371	275.226	0.8039	355.0524	0.994	99,611	0.7096	1.6813	0.865	0.7673	0.0047	0.0028	0.5887	0.9898	0
63,714	1,652.208	415.7028	222.0418	0.8454	284.8213	0.8545	74,563	0.6452	1.8722	0.2933	0.6852	0.0065	0.0035	0.4694	0.8789	1
77,163	1,195.699	461.9507	216.0509	0.8839	313.4438	0.9742	79,206	0.6894	2.1382	0.6782	0.6785	0.006	0.0028	0.4604	0.9844	1
85,845	2,041.547	490.657	237.4381	0.8751	330.6074	0.8941	96,011	0.7345	2.0665	0.2588	0.6738	0.0057	0.0028	0.454	0.9382	1
71,585	2,182.4121	458.0596	218.4246	0.879	301.9021	0.8589	83,341	0.7119	2.0971	0.1889	0.6591	0.0064	0.0031	0.4344	0.911	1
92,938	1,558.8781	504.6014	238.9639	0.8808	343.9947	0.9519	97,639	0.7178	2.1116	0.4806	0.6817	0.0054	0.0026	0.4647	0.9813	1
95,253	2,482.2429	480.2714	268.5241	0.8291	348.2526	0.9189	103,661	0.7235	1.7886	0.1943	0.7251	0.005	0.0028	0.5258	0.9404	0
86,614	1,269.701	510.1183	219.445	0.9027	332.0849	0.9663	89,631	0.7489	2.3246	0.6751	0.651	0.0059	0.0025	0.4238	0.9851	1
76,134	1,707.901	401.4472	275.057	0.7284	311.3468	0.8604	88,486	0.6287	1.4595	0.328	0.7756	0.0053	0.0036	0.6015	0.8779	1
84,944	1,162.719	420.212	261.0954	0.7835	328.8679	0.9639	88,125	0.7583	1.6094	0.7896	0.7826	0.0049	0.0031	0.6125	0.9858	0
84,968	1,354.766	474.9597	236.1567	0.8676	328.9143	0.9371	90,671	0.727	2.0112	0.5818	0.6925	0.0056	0.0028	0.4796	0.9645	0
83,072	2,020.7271	448.839	244.4712	0.8386	325.2238	0.929	89,422	0.6941	1.836	0.2557	0.7246	0.0054	0.0029	0.525	0.9639	0
88,374	1,239.4091	456.4628	261.3537	0.8199	335.4419	0.9243	95,615	0.7425	1.7465	0.7229	0.7349	0.0052	0.003	0.54	0.9432	0
73,189	1,200.4709	468.2428	234.0621	0.8661	305.2657	0.8192	89,339	0.5528	2.0005	0.6382	0.6519	0.0064	0.0032	0.425	0.8503	0
95,181	2,403.8689	459.569	309.3443	0.7395	348.121	0.8476	112,300	0.6703	1.4856	0.207	0.7575	0.0048	0.0033	0.5738	0.8524	0
76,510	2,009.799	424.8791	251.6225	0.8058	312.1147	0.8815	86,792	0.6655	1.6886	0.238	0.7346	0.0056	0.0033	0.5396	0.9112	0
61,827	1,119.1331	425.9982	191.7028	0.893	280.5719	0.9533	64,856	0.7133	2.2222	0.6203	0.6586	0.0069	0.0031	0.4338	0.9639	1
69,358	1,128.322	440.0523	205.7822	0.8839	297.1689	0.9707	71,451	0.7776	2.1384	0.6846	0.6753	0.0063	0.003	0.456	0.9752	1
95,659	1,216.15	460.2137	265.9241	0.8162	348.994	0.9905	96,579	0.6979	1.7306	0.8128	0.7583	0.0048	0.0028	0.5751	0.9952	0
60,644	1,234.6281	414.7089	191.0416	0.8876	277.8747	0.9522	63,686	0.6301	2.1708	0.4999	0.67	0.0068	0.0032	0.449	0.9746	1
79,356	1,126.0959	456.162	225.5126	0.8693	317.8666	0.9888	80,257	0.777	2.0228	0.7864	0.6968	0.0057	0.0028	0.4856	0.9822	1
78,516	1,735.157	430.8831	247.1158	0.8192	316.1798	0.8993	87,307	0.6943	1.7436	0.3277	0.7338	0.0055	0.0031	0.5385	0.9389	0
91,072	1,199.776	472.5024	246.7967	0.8528	340.5238	0.9902	91,975	0.7607	1.9145	0.795	0.7207	0.0052	0.0027	0.5194	0.9944	0
75,517	1,195.338	441.0006	229.5919	0.8538	310.0826	0.958	78,827	0.723	1.9208	0.6642	0.7031	0.0058	0.003	0.4944	0.9496	1
73,059	1,628.4709	427.7905	230.3421	0.8427	304.9944	0.9194	79,460	0.6748	1.8572	0.3462	0.713	0.0059	0.0032	0.5083	0.944	1
44,718	1,162.8149	369.3985	169.8056	0.8881	238.6142	0.8659	51,643	0.5655	2.1754	0.4156	0.646	0.0083	0.0038	0.4173	0.9077	1
91,128	1,245.074	452.3971	258.4213	0.8208	340.6285	0.9787	93,114	0.749	1.7506	0.7387	0.7529	0.005	0.0028	0.5669	0.9925	0
74,079	1,306.373	464.0783	221.4294	0.8788	307.1161	0.9035	81,992	0.5938	2.0958	0.5455	0.6618	0.0063	0.003	0.4379	0.9179	1
70,841	1,279.321	409.2723	226.596	0.8327	300.3291	0.9493	74,621	0.7121	1.8062	0.5439	0.7338	0.0058	0.0032	0.5385	0.9726	1
76,408	1,382.704	414.3398	238.6144	0.8175	311.9065	0.9658	79,112	0.7421	1.7364	0.5022	0.7528	0.0054	0.0031	0.5667	0.984	0
75,150	1,189.772	416.1808	233.3825	0.828	309.3282	0.9784	76,812	0.6388	1.7833	0.6671	0.7433	0.0055	0.0031	0.5524	0.9851	0
76,621	1,647.156	443.207	228.3114	0.8571	312.341	0.9492	80,722	0.7451	1.9412	0.3549	0.7047	0.0058	0.003	0.4966	0.9641	1
85,379	1,200.442	495.1144	220.8501	0.895	329.7088	0.9868	86,525	0.7403	2.2419	0.7445	0.6659	0.0058	0.0026	0.4435	0.9942	1
96,105	1,219.896	471.6762	260.2687	0.834	349.8066	0.9896	97,116	0.7357	1.8123	0.8115	0.7416	0.0049	0.0027	0.55	0.9968	0
72,383	1,575.459	415.1985	232.8643	0.8279	303.5801	0.9262	78,153	0.6443	1.783	0.3665	0.7312	0.0057	0.0032	0.5346	0.9532	1
56,395	1,115.425	421.9984	175.9087	0.909	267.9633	0.9352	60,301	0.5526	2.399	0.5696	0.635	0.0075	0.0031	0.4032	0.9673	1
63,738	1,120.994	407.6421	202.0479	0.8685	284.875	0.9564	66,644	0.7213	2.0176	0.6374	0.6988	0.0064	0.0032	0.4884	0.9853	1
80,701	1,240.082	417.4089	250.9569	0.7991	320.5491	0.9586	84,184	0.7698	1.6633	0.6595	0.7679	0.0052	0.0031	0.5897	0.9809	0
94,943	1,192.608	458.863	264.1644	0.8177	347.6855	0.9917	95,739	0.7571	1.737	0.8388	0.7577	0.0048	0.0028	0.5741	0.9973	0
79,791	1,154.017	483.2511	212.6779	0.8979	318.7367	0.9879	80,766	0.7886	2.2722	0.7529	0.6596	0.0061	0.0027	0.435	0.9885	1
87,332	1,940.563	435.628	276.4739	0.7728	333.4585	0.9016	96,868	0.7205	1.5757	0.2914	0.7655	0.005	0.0032	0.5859	0.9232	0
72,852	1,069.803	411.4475	227.9834	0.8324	304.5621	0.9804	74,308	0.7482	1.8047	0.7999	0.7402	0.0056	0.0031	0.5479	0.9889	1
71,106	1,445.261	429.5291	216.0765	0.8643	300.8903	0.9589	74,153	0.7028	1.9879	0.4278	0.7005	0.006	0.003	0.4907	0.9755	1
83,887	1,620.59	475.0419	229.4368	0.8756	326.8153	0.9355	89,668	0.7118	2.0705	0.4014	0.688	0.0057	0.0027	0.4733	0.98	1
82,275	1,330.2629	447.4186	246.3965	0.8347	323.66	0.9445	87,113	0.7179	1.8158	0.5843	0.7234	0.0054	0.003	0.5233	0.9502	0
62,299	2,065.304	404.3921	221.6103	0.8365	281.6408	0.8585	72,570	0.6691	1.8248	0.1835	0.6965	0.0065	0.0036	0.485	0.8851	0
73,668	1,851.34	426.0137	240.8536	0.8248	306.263	0.9123	80,753	0.7107	1.7688	0.2701	0.7189	0.0058	0.0033	0.5168	0.9141	0
88,615	1,261.1331	467.1534	253.3613	0.8402	335.899	0.9289	95,395	0.693	1.8438	0.7002	0.719	0.0053	0.0029	0.517	0.9533	0
83,695	1,170.823	440.6797	245.7643	0.83	326.4411	0.9726	86,055	0.7449	1.7931	0.7672	0.7408	0.0053	0.0029	0.5487	0.9839	0
74,213	1,158.459	437.698	224.3232	0.8587	307.3938	0.9472	78,352	0.755	1.9512	0.6949	0.7023	0.0059	0.003	0.4932	0.9624	1
95,119	2,062.6731	450.6327	282.3159	0.7794	348.0076	0.9272	102,589	0.738	1.5962	0.2809	0.7723	0.0047	0.003	0.5964	0.952	0
57,938	1,129.9871	421.4966	181.7432	0.9023	271.6044	0.9492	61,036	0.6556	2.3192	0.5702	0.6444	0.0073	0.0031	0.4152	0.963	1
60,789	1,701.246	447.5554	189.5952	0.9058	278.2067	0.8829	68,849	0.6803	2.3606	0.2639	0.6216	0.0074	0.0031	0.3864	0.9121	1
58,352	1,141.791	449.2617	171.062	0.9247	272.5731	0.9765	59,754	0.6487	2.6263	0.5625	0.6067	0.0077	0.0029	0.3681	0.9667	0
97,655	1,329.3571	473.6825	264.9027	0.829	352.6162	0.9721	100,459	0.7749	1.7881	0.6944	0.7444	0.0049	0.0027	0.5542	0.9909	0
79,779	1,489.546	456.6506	249.1166	0.8381	318.7127	0.8874	89,901	0.5989	1.8331	0.4518	0.6979	0.0057	0.0031	0.4871	0.8929	0
82,704	1,233.395	447.1949	236.4371	0.8488	324.5027	0.9775	84,607	0.754	1.8914	0.6832	0.7256	0.0054	0.0029	0.5266	0.9959	0
71,185	1,280.972	439.9045	209.4484	0.8794	301.0574	0.9587	74,255	0.7206	2.1003	0.5452	0.6844	0.0062	0.0029	0.4684	0.9837	1
78,569	1,408.892	456.7054	224.8825	0.8704	316.2865	0.9296	84,516	0.7151	2.0309	0.4974	0.6925	0.0058	0.0029	0.4796	0.974	1