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
37,570	1,341.147	344.9283	143.1741	0.9098	218.7135	0.8697	43,197	0.6135	2.4092	0.2625	0.6341	0.0092	0.0038	0.4021	0.9686	1
91,974	1,873.724	506.3762	244.9716	0.8752	342.206	0.9443	97,404	0.7437	2.0671	0.3292	0.6758	0.0055	0.0027	0.4567	0.944	1
83,932	1,823.864	490.0058	229.5951	0.8834	326.903	0.9376	89,514	0.7732	2.1342	0.3171	0.6671	0.0058	0.0027	0.4451	0.9499	1
66,318	1,910.406	415.2187	240.6568	0.8149	290.5834	0.8513	77,900	0.6505	1.7254	0.2283	0.6998	0.0063	0.0036	0.4898	0.845	0
78,956	1,359.851	441.0494	235.994	0.8448	317.0645	0.9303	84,867	0.6767	1.8689	0.5366	0.7189	0.0056	0.003	0.5168	0.9658	1
83,296	1,148.04	418.787	254.3169	0.7945	325.662	0.9837	84,677	0.7406	1.6467	0.7942	0.7776	0.005	0.0031	0.6047	0.9958	0
82,563	1,185.691	481.7438	224.5856	0.8847	324.226	0.9756	84,632	0.7388	2.145	0.738	0.673	0.0058	0.0027	0.453	0.9716	1
99,067	1,220.4709	465.2032	273.1264	0.8095	355.1563	0.9922	99,846	0.7438	1.7033	0.8358	0.7634	0.0047	0.0028	0.5828	0.9927	0
69,990	1,146.668	460.8859	196.0485	0.905	298.5197	0.9836	71,156	0.7233	2.3509	0.6689	0.6477	0.0066	0.0028	0.4195	0.9863	0
77,550	1,187.7581	480.5404	218.5406	0.8906	314.2288	0.9099	85,226	0.7398	2.1989	0.6908	0.6539	0.0062	0.0028	0.4276	0.9402	1
93,185	1,255.072	453.6855	267.5124	0.8077	344.4515	0.9714	95,931	0.7091	1.6959	0.7434	0.7592	0.0049	0.0029	0.5764	0.9776	1
79,751	1,225.2321	435.9229	252.2505	0.8156	318.6568	0.9121	87,436	0.6713	1.7281	0.6676	0.731	0.0055	0.0032	0.5344	0.9234	0
94,946	1,260.027	485.1931	251.2239	0.8555	347.6909	0.9844	96,449	0.7446	1.9313	0.7515	0.7166	0.0051	0.0026	0.5135	0.9918	0
96,532	1,767.6689	453.4496	282.7695	0.7817	350.5829	0.9494	101,679	0.732	1.6036	0.3882	0.7731	0.0047	0.0029	0.5978	0.9586	1
95,794	2,214.8999	456.27	282.8162	0.7847	349.2402	0.9311	102,884	0.6213	1.6133	0.2454	0.7654	0.0048	0.003	0.5859	0.9452	0
85,835	1,823.276	426.7237	283.4261	0.7476	330.5881	0.8914	96,295	0.6515	1.5056	0.3245	0.7747	0.005	0.0033	0.6002	0.9036	0
98,246	1,249.858	495.2744	262.6487	0.8478	353.6816	0.9354	105,029	0.6794	1.8857	0.7903	0.7141	0.005	0.0027	0.51	0.9616	0
78,148	1,867.463	438.0012	235.8488	0.8426	315.438	0.9302	84,013	0.735	1.8571	0.2816	0.7202	0.0056	0.003	0.5187	0.9632	1
107,471	1,786.666	507.7769	284.0354	0.8289	369.9139	0.9333	115,151	0.7585	1.7877	0.4231	0.7285	0.0047	0.0026	0.5307	0.9488	0
98,374	1,244.6	465.6612	269.7657	0.8151	353.912	0.9848	99,890	0.7997	1.7262	0.7981	0.76	0.0047	0.0027	0.5776	0.9971	0
67,057	1,309.957	418.0952	208.1177	0.8673	292.1979	0.9588	69,938	0.5913	2.0089	0.4911	0.6989	0.0062	0.0031	0.4884	0.9812	1
93,644	1,543.316	473.1695	256.9796	0.8397	345.2988	0.9665	96,894	0.7631	1.8413	0.4941	0.7298	0.0051	0.0027	0.5325	0.9806	0
69,030	1,213.469	407.4698	223.7668	0.8357	296.4654	0.9448	73,063	0.752	1.821	0.5891	0.7276	0.0059	0.0032	0.5294	0.964	1
91,730	1,232.899	465.6707	252.9734	0.8396	341.7518	0.9883	92,814	0.7707	1.8408	0.7583	0.7339	0.0051	0.0028	0.5386	0.9914	0
77,509	1,936.816	462.6178	222.6759	0.8765	314.1457	0.9254	83,758	0.6979	2.0775	0.2596	0.6791	0.006	0.0029	0.4611	0.958	1
85,388	1,481.994	486.7787	232.8216	0.8782	329.7262	0.9253	92,282	0.7101	2.0908	0.4886	0.6774	0.0057	0.0027	0.4588	0.9593	0
106,331	1,762.915	472.479	302.2268	0.7687	367.9468	0.928	114,584	0.7207	1.5633	0.4299	0.7788	0.0044	0.0028	0.6065	0.9481	0
63,160	1,126.863	437.8062	188.1985	0.9029	283.5804	0.9759	64,721	0.6928	2.3263	0.625	0.6477	0.0069	0.003	0.4196	0.976	1
68,801	1,090.818	449.002	198.4721	0.897	295.9732	0.9883	69,617	0.7593	2.2623	0.7266	0.6592	0.0065	0.0029	0.4345	0.983	1
98,959	1,328.33	469.5879	287.2536	0.7911	354.9627	0.9078	109,005	0.688	1.6348	0.7048	0.7559	0.0047	0.0029	0.5714	0.9341	0
65,943	1,063.584	404.3267	210.2949	0.8541	289.7607	0.9672	68,181	0.7463	1.9227	0.7325	0.7166	0.0061	0.0032	0.5136	0.9875	1
83,358	1,243.563	486.5285	221.5963	0.8903	325.7832	0.9819	84,896	0.749	2.1956	0.6774	0.6696	0.0058	0.0027	0.4484	0.9844	1
78,589	1,092.491	416.8607	241.8924	0.8144	316.3268	0.9835	79,906	0.7499	1.7233	0.8274	0.7588	0.0053	0.0031	0.5758	0.9923	0
100,391	1,248.085	462.6749	284.7257	0.7882	357.5217	0.968	103,710	0.7548	1.625	0.8099	0.7727	0.0046	0.0028	0.5971	0.9703	0
80,709	1,212.319	482.3517	216.2141	0.8939	320.5649	0.9785	82,486	0.7768	2.2309	0.6901	0.6646	0.006	0.0027	0.4417	0.9853	1
98,920	1,404.621	500.8545	252.8071	0.8633	354.8927	0.9884	100,078	0.7728	1.9812	0.6301	0.7086	0.0051	0.0026	0.5021	0.9947	0
82,728	1,541.515	424.8433	251.267	0.8064	324.5498	0.9646	85,765	0.7249	1.6908	0.4375	0.7639	0.0051	0.003	0.5836	0.9867	0
73,482	2,621.3689	483.8589	253.1174	0.8523	305.8761	0.7864	93,439	0.6051	1.9116	0.1344	0.6322	0.0066	0.0034	0.3996	0.7639	1
83,043	2,538.2429	431.0484	269.7324	0.78	325.1671	0.8798	94,393	0.6348	1.5981	0.162	0.7544	0.0052	0.0032	0.5691	0.9094	0
71,613	1,099.265	438.0688	214.9722	0.8713	301.9611	0.9586	74,708	0.7366	2.0378	0.7447	0.6893	0.0061	0.003	0.4751	0.9682	1
87,112	1,203.757	460.1062	243.2671	0.8488	333.0382	0.9742	89,421	0.7639	1.8914	0.7555	0.7238	0.0053	0.0028	0.5239	0.9909	0
103,770	1,294.868	460.4921	289.4618	0.7777	363.4887	0.985	105,347	0.7532	1.5909	0.7777	0.7893	0.0044	0.0028	0.6231	0.9912	0
69,010	1,833.717	432.7015	243.4541	0.8267	296.4224	0.859	80,335	0.5772	1.7773	0.2579	0.6851	0.0063	0.0035	0.4693	0.8341	1
83,793	1,322.916	456.7764	237.9171	0.8536	326.6321	0.9545	87,789	0.7593	1.9199	0.6017	0.7151	0.0055	0.0028	0.5113	0.9817	1
93,411	1,219.114	481.9766	249.5084	0.8556	344.8689	0.9761	95,702	0.717	1.9317	0.7898	0.7155	0.0052	0.0027	0.512	0.989	1
77,211	1,107.1479	442.6514	226.4557	0.8592	313.5412	0.982	78,623	0.6827	1.9547	0.7915	0.7083	0.0057	0.0029	0.5017	0.9807	1
58,016	1,036.5551	395.7145	203.5236	0.8576	271.7872	0.9218	62,937	0.6936	1.9443	0.6785	0.6868	0.0068	0.0035	0.4717	0.9172	1
75,322	1,100.254	429.3439	227.7799	0.8477	309.682	0.9727	77,438	0.7473	1.8849	0.7819	0.7213	0.0057	0.003	0.5203	0.9806	1
66,494	1,084.077	421.8923	205.8024	0.873	290.9687	0.9686	68,650	0.7162	2.05	0.711	0.6897	0.0063	0.0031	0.4757	0.9751	1
81,377	1,256.673	488.9931	231.5746	0.8808	321.8888	0.9037	90,047	0.7368	2.1116	0.6475	0.6583	0.006	0.0028	0.4333	0.915	1
65,727	1,125.891	391.7412	218.362	0.8302	289.2857	0.9686	67,857	0.6987	1.794	0.6516	0.7385	0.006	0.0033	0.5453	0.9783	1
65,887	1,226.8669	438.0079	201.4647	0.8879	289.6376	0.9184	71,743	0.6786	2.1741	0.5501	0.6613	0.0066	0.0031	0.4373	0.9507	1
83,960	1,136.793	452.429	237.8178	0.8507	326.9575	0.9915	84,680	0.7581	1.9024	0.8164	0.7227	0.0054	0.0028	0.5223	0.9935	1
64,272	1,033.2159	424.7292	196.8772	0.8861	286.0658	0.9769	65,795	0.7542	2.1573	0.7566	0.6735	0.0066	0.0031	0.4536	0.9786	1
65,427	1,047.767	421.7471	206.7846	0.8716	288.6248	0.9497	68,891	0.654	2.0395	0.7489	0.6844	0.0064	0.0032	0.4683	0.9552	1
81,460	1,850.024	399.9521	279.8189	0.7145	322.0529	0.9059	89,923	0.6371	1.4293	0.2991	0.8052	0.0049	0.0034	0.6484	0.9268	0
97,287	1,349.113	451.3698	280.0938	0.7842	351.9512	0.9558	101,790	0.6436	1.6115	0.6717	0.7797	0.0046	0.0029	0.608	0.9798	0
86,335	1,204.7581	474.8975	233.5128	0.8708	331.5496	0.9882	87,363	0.751	2.0337	0.7475	0.6981	0.0055	0.0027	0.4874	0.9913	1
99,320	1,427.223	491.8833	260.1354	0.8487	355.6096	0.9688	102,517	0.7763	1.8909	0.6127	0.723	0.005	0.0026	0.5227	0.9883	0
63,966	1,790.7111	401.2134	230.7706	0.818	285.384	0.8537	74,929	0.6141	1.7386	0.2507	0.7113	0.0063	0.0036	0.506	0.8796	1
89,898	1,298.174	480.6652	240.0361	0.8664	338.3219	0.9844	91,325	0.7536	2.0025	0.6703	0.7039	0.0053	0.0027	0.4954	0.9921	0
71,693	1,463.932	388.2366	252.82	0.7589	302.1297	0.9156	78,304	0.6892	1.5356	0.4204	0.7782	0.0054	0.0035	0.6056	0.93	1
84,309	1,524.917	442.2157	246.1724	0.8307	327.6363	0.9648	87,388	0.7535	1.7964	0.4556	0.7409	0.0052	0.0029	0.5489	0.9861	0
92,639	1,792.027	456.4867	275.1674	0.7979	343.4409	0.9226	100,409	0.7494	1.6589	0.3625	0.7524	0.0049	0.003	0.566	0.939	0
94,501	1,323.64	446.6997	271.6131	0.7939	346.8752	0.9743	96,998	0.7196	1.6446	0.6778	0.7765	0.0047	0.0029	0.603	0.9917	0
88,733	1,216.755	476.6972	238.0293	0.8664	336.1226	0.9842	90,155	0.6929	2.0027	0.7532	0.7051	0.0054	0.0027	0.4972	0.9957	0
79,055	1,241.912	440.7535	231.8403	0.8505	317.2632	0.958	82,517	0.7455	1.9011	0.6441	0.7198	0.0056	0.0029	0.5181	0.985	1
71,560	1,225.517	426.2491	218.7881	0.8582	301.8493	0.9492	75,387	0.7279	1.9482	0.5987	0.7082	0.006	0.0031	0.5015	0.977	1
60,411	1,880.844	425.6987	202.7384	0.8793	277.3404	0.871	69,362	0.6852	2.0997	0.2146	0.6515	0.007	0.0034	0.4244	0.8912	1
80,639	1,172.425	453.518	227.1792	0.8655	320.4259	0.9826	82,066	0.779	1.9963	0.7372	0.7065	0.0056	0.0028	0.4992	0.9965	0
113,554	1,286.364	507.2878	287.1876	0.8243	380.2387	0.9933	114,322	0.7431	1.7664	0.8624	0.7496	0.0045	0.0025	0.5618	0.9924	0
72,422	1,426.098	442.7084	216.5958	0.8721	303.6619	0.9328	77,639	0.7058	2.0439	0.4475	0.6859	0.0061	0.003	0.4705	0.9616	1
99,268	1,192.87	462.9453	274.6567	0.805	355.5164	0.9944	99,830	0.7011	1.6855	0.8767	0.7679	0.0047	0.0028	0.5897	0.994	0
82,805	1,737.234	426.9731	253.6855	0.8044	324.7008	0.9627	86,015	0.7367	1.6831	0.3448	0.7605	0.0052	0.0031	0.5783	0.9734	0
96,528	1,227.693	503.6039	248.7427	0.8695	350.5756	0.9915	97,353	0.7454	2.0246	0.8048	0.6961	0.0052	0.0026	0.4846	0.9811	1
74,226	1,057.11	396.0982	239.5507	0.7964	307.4207	0.9866	75,234	0.7464	1.6535	0.8347	0.7761	0.0053	0.0032	0.6024	0.996	0
80,415	1,933.293	472.1519	241.14	0.8597	319.9806	0.872	92,215	0.6852	1.958	0.2704	0.6777	0.0059	0.003	0.4593	0.8993	1
68,539	1,078.8311	445.5626	197.1964	0.8967	295.4091	0.9815	69,829	0.7889	2.2595	0.74	0.663	0.0065	0.0029	0.4396	0.9932	1
79,725	1,242.788	453.3788	228.5961	0.8636	318.6048	0.974	81,851	0.7603	1.9833	0.6486	0.7027	0.0057	0.0029	0.4938	0.9794	1
94,042	1,230.337	480.7139	251.7137	0.8519	346.0318	0.9897	95,020	0.7184	1.9098	0.7807	0.7198	0.0051	0.0027	0.5182	0.9896	0
76,833	1,170.0229	458.261	230.6758	0.8641	312.7728	0.9164	83,838	0.7016	1.9866	0.7053	0.6825	0.006	0.003	0.4658	0.9254	1
90,427	1,354.599	486.1301	242.884	0.8662	339.3158	0.9488	95,310	0.7579	2.0015	0.6193	0.698	0.0054	0.0027	0.4872	0.9751	1
77,386	1,956.4351	450.4819	269.9047	0.8006	313.8963	0.8211	94,245	0.6407	1.669	0.2541	0.6968	0.0058	0.0035	0.4855	0.8104	0
66,725	1,096.298	396.8518	217.4527	0.8365	291.4737	0.9587	69,598	0.7652	1.825	0.6977	0.7345	0.0059	0.0033	0.5394	0.9845	1
82,526	2,097.7681	449.5899	331.653	0.6752	324.1533	0.74	111,517	0.5987	1.3556	0.2357	0.721	0.0054	0.004	0.5198	0.7047	0
64,771	1,478.691	446.959	190.6946	0.9044	287.1742	0.9285	69,756	0.7067	2.3438	0.3723	0.6425	0.0069	0.0029	0.4128	0.9676	1
75,984	1,191.655	456.0435	217.1558	0.8794	311.0399	0.969	78,412	0.6757	2.1001	0.6724	0.682	0.006	0.0029	0.4652	0.9769	1
67,064	1,056.593	425.6736	203.3194	0.8786	292.2132	0.9695	69,172	0.781	2.0936	0.7549	0.6865	0.0063	0.003	0.4712	0.9866	1
79,292	2,195.6221	402.5984	331.3435	0.568	317.7384	0.775	102,309	0.6201	1.215	0.2067	0.7892	0.0051	0.0042	0.6229	0.7568	0
72,594	1,199.269	438.1911	213.6348	0.8731	304.0223	0.9703	74,818	0.789	2.0511	0.6343	0.6938	0.006	0.0029	0.4814	0.9874	1
87,357	1,788.918	444.6218	264.1679	0.8044	333.5062	0.9345	93,477	0.6632	1.6831	0.343	0.7501	0.0051	0.003	0.5626	0.947	0
96,255	1,307.462	469.4151	274.257	0.8116	350.0795	0.9449	101,866	0.7012	1.7116	0.7076	0.7458	0.0049	0.0028	0.5562	0.952	1
77,788	1,123.2209	412.8726	245.592	0.8038	314.7106	0.9642	80,677	0.7315	1.6811	0.7748	0.7622	0.0053	0.0032	0.581	0.9768	0
87,309	1,159.882	449.1662	248.0552	0.8337	333.4146	0.9908	88,123	0.7438	1.8108	0.8155	0.7423	0.0051	0.0028	0.551	0.9977	0
97,271	1,175.4969	448.8566	279.6284	0.7822	351.9223	0.9919	98,070	0.743	1.6052	0.8846	0.784	0.0046	0.0029	0.6147	0.9867	0
60,132	1,328.838	398.2455	198.4854	0.8669	276.6992	0.9362	64,231	0.7244	2.0064	0.4279	0.6948	0.0066	0.0033	0.4827	0.9686	1
87,207	1,205.8311	461.0904	256.776	0.8306	333.2198	0.9184	94,960	0.7032	1.7957	0.7537	0.7227	0.0053	0.0029	0.5223	0.9378	0
79,819	1,121.177	437.5955	233.0611	0.8464	318.7926	0.9875	80,831	0.7625	1.8776	0.7979	0.7285	0.0055	0.0029	0.5307	0.9965	0
84,539	1,224.829	489.0164	225.3641	0.8875	328.0829	0.9662	87,494	0.7486	2.1699	0.7081	0.6709	0.0058	0.0027	0.4501	0.9767	1
82,845	1,371.0861	387.9522	290.9736	0.6614	324.7792	0.9185	90,196	0.7567	1.3333	0.5538	0.8372	0.0047	0.0035	0.7008	0.9344	0