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7wolf
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y2023-e-cosmos

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Split (2)

train · 1.29k rows

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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
93,754	1,206.1429	432.2519	280.2038	0.7614	345.5015	0.9678	96,877	0.7939	1.5426	0.8098	0.7993	0.0046	0.003	0.6389	0.9856	0
88,270	1,277.9659	472.1895	246.64	0.8527	335.2445	0.9454	93,363	0.7631	1.9145	0.6792	0.71	0.0053	0.0028	0.5041	0.965	1
77,320	1,134.866	440.9929	224.0383	0.8613	313.7625	0.9858	78,430	0.7391	1.9684	0.7544	0.7115	0.0057	0.0029	0.5062	0.9964	0
68,568	2,188.7529	432.757	256.9408	0.8047	295.4716	0.7737	88,628	0.5003	1.6843	0.1799	0.6828	0.0063	0.0037	0.4662	0.7852	1
87,446	2,339.062	471.0525	317.6168	0.7385	333.6761	0.7702	113,541	0.6111	1.4831	0.2008	0.7084	0.0054	0.0036	0.5018	0.7442	0
91,490	1,265.5229	495.8903	235.4795	0.8801	341.3044	0.9852	92,869	0.6889	2.1059	0.7179	0.6883	0.0054	0.0026	0.4737	0.9976	0
71,026	1,101.165	430.563	215.923	0.8652	300.721	0.9733	72,977	0.6608	1.9941	0.7361	0.6984	0.0061	0.003	0.4878	0.9727	1
70,394	1,238.661	435.3858	211.9258	0.8735	299.3801	0.9535	73,828	0.7509	2.0544	0.5766	0.6876	0.0062	0.003	0.4728	0.9714	1
78,122	2,067.521	427.5836	319.6553	0.6642	315.3855	0.7377	105,901	0.5854	1.3376	0.2297	0.7376	0.0055	0.0041	0.5441	0.7277	0
100,409	1,219.521	467.7817	275.7984	0.8077	357.5538	0.992	101,215	0.7639	1.6961	0.8484	0.7644	0.0047	0.0027	0.5842	0.9909	0
87,261	1,193.119	446.9576	250.5252	0.8281	333.3229	0.9867	88,437	0.7979	1.7841	0.7703	0.7458	0.0051	0.0029	0.5562	0.9922	0
87,518	1,198.6479	441.6941	255.6257	0.8155	333.8134	0.9712	90,110	0.7176	1.7279	0.7655	0.7558	0.005	0.0029	0.5712	0.9869	0
104,872	1,330.42	492.244	274.5856	0.83	365.4137	0.9675	108,394	0.7543	1.7927	0.7445	0.7423	0.0047	0.0026	0.5511	0.9879	0
72,150	1,220.829	450.9206	216.1273	0.8776	303.0911	0.9208	78,355	0.6826	2.0864	0.6083	0.6722	0.0062	0.003	0.4518	0.9426	1
75,735	2,683.5969	429.3866	252.1801	0.8094	310.5299	0.8676	87,293	0.685	1.7027	0.1322	0.7232	0.0057	0.0033	0.523	0.8905	0
76,258	2,243.6179	465.1225	253.6346	0.8382	311.6002	0.7976	95,609	0.6227	1.8338	0.1904	0.6699	0.0061	0.0033	0.4488	0.823	1
67,330	1,632.719	453.9588	197.0713	0.9009	292.7921	0.9141	73,654	0.6594	2.3035	0.3174	0.645	0.0067	0.0029	0.416	0.9583	1
91,810	1,278.407	500.7131	237.9165	0.8799	341.9008	0.9785	93,827	0.6398	2.1046	0.7059	0.6828	0.0055	0.0026	0.4663	0.9813	1
84,846	1,140.067	449.3629	241.3961	0.8435	328.6781	0.9898	85,723	0.7474	1.8615	0.8203	0.7314	0.0053	0.0028	0.535	0.9959	0
77,232	1,117.431	439.6949	230.5794	0.8515	313.5839	0.9518	81,139	0.7547	1.9069	0.7773	0.7132	0.0057	0.003	0.5086	0.9699	1
84,710	1,382.0341	463.5832	233.7686	0.8635	328.4146	0.9774	86,669	0.7348	1.9831	0.5573	0.7084	0.0055	0.0028	0.5019	0.9952	0
91,246	1,285.021	452.9094	257.401	0.8228	340.849	0.9818	92,938	0.6681	1.7595	0.6944	0.7526	0.005	0.0028	0.5664	0.9966	0
81,333	1,221.348	506.2325	214.2905	0.906	321.8018	0.936	86,896	0.6167	2.3624	0.6852	0.6357	0.0062	0.0026	0.4041	0.9546	1
78,877	1,146.632	451.318	226.8393	0.8645	316.9059	0.9699	81,322	0.7539	1.9896	0.7539	0.7022	0.0057	0.0029	0.4931	0.981	1
89,986	1,200.243	490.9748	240.7286	0.8715	338.4874	0.9879	91,092	0.7164	2.0395	0.785	0.6894	0.0055	0.0027	0.4753	0.9694	1
88,823	1,284.723	487.9977	234.9258	0.8765	336.293	0.9742	91,179	0.7444	2.0772	0.6763	0.6891	0.0055	0.0026	0.4749	0.9865	1
82,561	1,155.201	473.5714	225.8126	0.879	324.222	0.9812	84,144	0.7872	2.0972	0.7774	0.6846	0.0057	0.0027	0.4687	0.983	1
97,409	1,195.215	452.1823	274.5764	0.7945	352.1718	0.9902	98,376	0.7635	1.6468	0.8569	0.7788	0.0046	0.0028	0.6066	0.9989	0
71,971	1,607.949	441.0842	213.7895	0.8747	302.7149	0.9473	75,975	0.6083	2.0632	0.3498	0.6863	0.0061	0.003	0.471	0.9718	0
104,082	2,297.8689	491.2367	310.7192	0.7745	364.0348	0.8834	117,820	0.6173	1.581	0.2477	0.7411	0.0047	0.003	0.5492	0.8682	0
65,035	1,029.5341	417.844	200.7485	0.877	287.7588	0.9828	66,176	0.7814	2.0814	0.771	0.6887	0.0064	0.0031	0.4743	0.9872	1
86,398	1,205.1851	492.846	228.7165	0.8858	331.6705	0.983	87,888	0.7272	2.1548	0.7475	0.673	0.0057	0.0026	0.4529	0.9759	1
66,797	1,077.906	431.7112	207.9155	0.8764	291.6309	0.9384	71,179	0.7346	2.0764	0.7224	0.6755	0.0065	0.0031	0.4563	0.9475	1
79,226	1,333.696	443.5668	236.3535	0.8462	317.6062	0.9624	82,322	0.767	1.8767	0.5597	0.716	0.0056	0.003	0.5127	0.9622	1
85,178	2,043.08	462.0688	247.9352	0.8439	329.3205	0.9123	93,367	0.7118	1.8637	0.2564	0.7127	0.0054	0.0029	0.508	0.9467	0
73,362	1,100.2889	428.7806	221.174	0.8567	305.6263	0.9843	74,530	0.7755	1.9387	0.7615	0.7128	0.0058	0.003	0.5081	0.9849	1
101,281	1,219.189	461.6475	281.6429	0.7923	359.103	0.9916	102,136	0.7713	1.6391	0.8562	0.7779	0.0046	0.0028	0.6051	0.9918	0
90,965	2,020.76	476.796	251.2151	0.8499	340.3237	0.9449	96,265	0.6642	1.898	0.2799	0.7138	0.0052	0.0028	0.5095	0.967	1
72,353	1,711.048	425.3286	243.441	0.82	303.5172	0.8778	82,427	0.6734	1.7472	0.3106	0.7136	0.0059	0.0034	0.5092	0.8897	1
73,826	1,299.891	455.0768	218.2527	0.8775	306.5912	0.9436	78,242	0.6594	2.0851	0.549	0.6737	0.0062	0.003	0.4539	0.9464	1
52,268	1,154.15	383.8558	197.502	0.8575	257.9723	0.8563	61,039	0.5628	1.9436	0.4931	0.6721	0.0073	0.0038	0.4517	0.8778	1
78,903	1,184.851	463.5359	220.7859	0.8793	316.9581	0.9724	81,139	0.6552	2.0995	0.7063	0.6838	0.0059	0.0028	0.4676	0.9816	1
78,462	1,104.462	421.9737	239.858	0.8227	316.0711	0.9828	79,833	0.7599	1.7593	0.8083	0.749	0.0054	0.0031	0.561	0.987	0
52,600	1,148.283	361.6876	193.2737	0.8453	258.7903	0.9081	57,923	0.7242	1.8714	0.5013	0.7155	0.0069	0.0037	0.512	0.9581	1
77,283	1,172.899	415.699	239.3675	0.8176	313.6874	0.9693	79,729	0.712	1.7367	0.7059	0.7546	0.0054	0.0031	0.5694	0.9889	1
79,239	1,404.689	477.6644	214.9409	0.893	317.6322	0.9535	83,099	0.7731	2.2223	0.5046	0.665	0.006	0.0027	0.4422	0.9827	1
77,186	1,120.665	412.1001	252.0425	0.7912	313.4904	0.9287	83,114	0.7544	1.635	0.7723	0.7607	0.0053	0.0033	0.5787	0.9462	0
71,894	1,259.405	462.1832	209.7576	0.8911	302.5529	0.917	78,404	0.6902	2.2034	0.5696	0.6546	0.0064	0.0029	0.4285	0.9442	1
90,992	1,185.531	468.9019	249.606	0.8465	340.3742	0.9883	92,072	0.7601	1.8786	0.8136	0.7259	0.0052	0.0027	0.5269	0.9899	0
85,526	1,333.933	479.3066	233.0093	0.8739	329.9926	0.9506	89,969	0.7304	2.057	0.604	0.6885	0.0056	0.0027	0.474	0.975	1
92,868	1,163.1219	435.7098	273.1259	0.7791	343.8651	0.992	93,616	0.7304	1.5953	0.8626	0.7892	0.0047	0.0029	0.6228	0.9936	0
82,025	1,904.296	419.3938	290.6477	0.7209	323.1679	0.8684	94,460	0.6438	1.443	0.2842	0.7706	0.0051	0.0035	0.5938	0.8568	1
88,717	1,210.562	487.4279	235.4629	0.8756	336.0922	0.9849	90,077	0.7594	2.0701	0.7608	0.6895	0.0055	0.0027	0.4754	0.9842	1
83,522	2,062.064	453.1792	335.8377	0.6714	326.1035	0.7482	111,637	0.6197	1.3494	0.2468	0.7196	0.0054	0.004	0.5178	0.6987	0
80,819	1,202.189	410.4298	259.6889	0.7744	320.7833	0.9522	84,878	0.7508	1.5805	0.7027	0.7816	0.0051	0.0032	0.6109	0.9655	0
70,959	1,185.301	411.6615	224.4651	0.8383	300.5791	0.958	74,073	0.7419	1.834	0.6347	0.7302	0.0058	0.0032	0.5331	0.9778	1
55,000	1,795.6851	336.944	259.6657	0.6373	264.6284	0.8075	68,111	0.6003	1.2976	0.2143	0.7854	0.0061	0.0047	0.6168	0.8004	0
67,387	1,222.598	467.5005	191.1423	0.9126	292.916	0.9294	72,505	0.7272	2.4458	0.5665	0.6266	0.0069	0.0028	0.3926	0.9602	1
65,433	1,101.097	421.8546	202.0145	0.8779	288.638	0.9746	67,137	0.7526	2.0882	0.6782	0.6842	0.0064	0.0031	0.4681	0.9776	1
83,131	1,210.476	440.3339	246.5731	0.8285	325.3393	0.9516	87,361	0.7965	1.7858	0.713	0.7388	0.0053	0.003	0.5459	0.9749	1
60,796	2,022.238	440.3689	201.6784	0.889	278.2227	0.8439	72,042	0.6529	2.1835	0.1868	0.6318	0.0072	0.0033	0.3992	0.8716	1
62,622	1,081.577	381.0222	215.2567	0.8251	282.37	0.9335	67,086	0.7072	1.7701	0.6727	0.7411	0.0061	0.0034	0.5492	0.9721	1
75,774	1,246.739	471.5271	209.4066	0.896	310.6098	0.9534	79,477	0.7284	2.2517	0.6126	0.6587	0.0062	0.0028	0.4339	0.9771	1
102,869	1,397.688	500.3747	271.2004	0.8404	361.9073	0.9333	110,221	0.7147	1.845	0.6617	0.7233	0.0049	0.0026	0.5231	0.9652	0
94,583	1,585.259	447.4547	275.8712	0.7873	347.0257	0.9418	100,428	0.6892	1.622	0.473	0.7756	0.0047	0.0029	0.6015	0.9756	0
84,116	1,185.657	436.4557	250.6591	0.8186	327.2611	0.9579	87,812	0.7727	1.7412	0.7519	0.7498	0.0052	0.003	0.5622	0.979	0
87,016	1,761.464	433.3289	289.7881	0.7435	332.8546	0.8608	101,085	0.6469	1.4953	0.3524	0.7681	0.005	0.0033	0.59	0.8823	0
91,604	1,315.079	459.285	255.7487	0.8306	341.517	0.9893	92,593	0.7864	1.7958	0.6656	0.7436	0.005	0.0028	0.5529	0.993	0
92,058	1,171.624	468.6358	250.8758	0.8446	342.3622	0.9926	92,741	0.739	1.868	0.8427	0.7306	0.0051	0.0027	0.5337	0.997	0
96,787	2,043.441	448.917	285.2169	0.7722	351.0456	0.9262	104,502	0.7	1.5739	0.2913	0.782	0.0046	0.0029	0.6115	0.9625	0
78,504	2,356.7959	454.8214	231.6715	0.8605	316.1556	0.9104	86,230	0.729	1.9632	0.1776	0.6951	0.0058	0.003	0.4832	0.9486	1
75,582	1,175.749	461.3922	215.4832	0.8842	310.216	0.9547	79,172	0.7161	2.1412	0.6871	0.6723	0.0061	0.0029	0.4521	0.9679	1
94,813	1,183.624	457.7638	265.0254	0.8154	347.4474	0.9926	95,523	0.7556	1.7272	0.8505	0.759	0.0048	0.0028	0.5761	0.9951	0
93,391	1,274.9709	470.119	257.8197	0.8362	344.832	0.9544	97,851	0.7136	1.8234	0.722	0.7335	0.005	0.0028	0.538	0.9811	0
79,733	1,200.712	468.472	240.1146	0.8587	318.6208	0.8747	91,157	0.6722	1.951	0.695	0.6801	0.0059	0.003	0.4626	0.9025	0
73,596	1,193.011	450.0569	212.2176	0.8818	306.1133	0.9713	75,770	0.7174	2.1207	0.6498	0.6802	0.0061	0.0029	0.4626	0.9811	1
83,355	2,005.079	472.6088	239.0048	0.8627	325.7773	0.8576	97,191	0.6887	1.9774	0.2605	0.6893	0.0057	0.0029	0.4752	0.9396	1
89,823	1,266.802	450.1794	264.6333	0.809	338.1807	0.9356	96,010	0.717	1.7011	0.7034	0.7512	0.005	0.0029	0.5643	0.96	0
105,052	1,645.708	482.7813	289.5465	0.8002	365.7272	0.9399	111,775	0.7191	1.6674	0.4874	0.7575	0.0046	0.0028	0.5739	0.9569	0
83,119	1,149.202	431.7512	247.0322	0.8201	325.3159	0.9883	84,104	0.7999	1.7478	0.7909	0.7535	0.0052	0.003	0.5677	0.9923	0
74,224	1,190.895	459.7732	209.4521	0.8902	307.4165	0.973	76,286	0.6639	2.1951	0.6577	0.6686	0.0062	0.0028	0.4471	0.9814	1
92,173	1,324.228	493.4748	257.175	0.8535	342.576	0.924	99,749	0.7063	1.9188	0.6605	0.6942	0.0054	0.0028	0.4819	0.9247	0
76,223	1,286.825	467.178	211.079	0.8921	311.5287	0.9651	78,978	0.757	2.2133	0.5784	0.6668	0.0061	0.0028	0.4447	0.9842	1
91,050	1,140.651	428.1992	274.9669	0.7666	340.4827	0.9664	94,218	0.7519	1.5573	0.8794	0.7952	0.0047	0.003	0.6323	0.9846	0
91,907	1,149.077	417.4875	282.0726	0.7372	342.0813	0.9906	92,780	0.7618	1.4801	0.8747	0.8194	0.0045	0.0031	0.6714	0.9937	0
90,439	1,240.946	492.7342	238.3388	0.8752	339.3383	0.9755	92,710	0.7723	2.0674	0.738	0.6887	0.0054	0.0026	0.4743	0.9805	1
72,847	1,096.625	414.6591	232.0412	0.8288	304.5516	0.9384	77,626	0.6662	1.787	0.7612	0.7345	0.0057	0.0032	0.5394	0.964	1
66,793	2,050.2749	420.0432	288.1941	0.7275	291.6222	0.7598	87,906	0.5951	1.4575	0.1997	0.6943	0.0063	0.0043	0.482	0.7025	0
77,789	1,362.205	465.1488	217.4065	0.8841	314.7126	0.9473	82,118	0.7536	2.1395	0.5268	0.6766	0.006	0.0028	0.4578	0.9794	1
93,962	1,588.455	493.8718	249.8349	0.8626	345.8846	0.9453	99,398	0.7502	1.9768	0.468	0.7004	0.0053	0.0027	0.4905	0.9696	1
57,971	1,458.281	372.8407	209.833	0.8266	271.6817	0.9296	62,364	0.6946	1.7768	0.3426	0.7287	0.0064	0.0036	0.531	0.9435	1
76,410	1,966.1021	462.8589	223.0895	0.8762	311.9106	0.8895	85,901	0.7084	2.0748	0.2484	0.6739	0.0061	0.0029	0.4541	0.9422	1
66,019	1,202.3571	416.3206	211.2166	0.8617	289.9276	0.9078	72,728	0.7284	1.9711	0.5739	0.6964	0.0063	0.0032	0.485	0.9559	1
72,322	1,796.314	441.5138	221.9051	0.8645	303.4522	0.914	79,127	0.7592	1.9897	0.2817	0.6873	0.0061	0.0031	0.4724	0.9399	1
69,388	1,078.691	427.5734	208.6801	0.8728	297.2332	0.9812	70,719	0.7794	2.0489	0.7494	0.6952	0.0062	0.003	0.4833	0.9902	1
81,524	1,336.546	454.9424	232.0323	0.8602	322.1794	0.9618	84,760	0.7146	1.9607	0.5735	0.7082	0.0056	0.0028	0.5015	0.9833	1
76,747	1,501.296	465.9387	217.7751	0.8841	312.5977	0.9122	84,131	0.6531	2.1395	0.4279	0.6709	0.0061	0.0028	0.4501	0.963	1
99,001	1,266.7531	480.2957	264.2429	0.8351	355.038	0.9824	100,779	0.763	1.8176	0.7753	0.7392	0.0049	0.0027	0.5464	0.9932	0
76,974	1,808.1899	436.1127	250.8643	0.818	313.0596	0.8982	85,694	0.7183	1.7384	0.2958	0.7178	0.0057	0.0033	0.5153	0.8958	1
97,139	1,206.266	451.1662	275.2557	0.7923	351.6834	0.9911	98,014	0.7217	1.6391	0.8389	0.7795	0.0046	0.0028	0.6076	0.9959	0