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7wolf
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y2023-e-cosmos

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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
75,516	1,731.484	411.7352	245.762	0.8023	310.0806	0.9148	82,546	0.7169	1.6753	0.3165	0.7531	0.0055	0.0033	0.5672	0.9502	1
98,903	1,374.437	477.2451	269.7676	0.8249	354.8622	0.9585	103,181	0.7679	1.7691	0.6579	0.7436	0.0048	0.0027	0.5529	0.9781	0
84,746	1,311.157	482.7735	235.904	0.8725	328.4843	0.9121	92,914	0.7162	2.0465	0.6195	0.6804	0.0057	0.0028	0.463	0.9474	1
98,184	1,463.168	434.3769	292.6472	0.739	353.57	0.9543	102,890	0.7316	1.4843	0.5763	0.814	0.0044	0.003	0.6625	0.9834	0
94,170	1,267.7271	440.1109	278.4162	0.7745	346.2672	0.9643	97,656	0.6836	1.5808	0.7363	0.7868	0.0047	0.003	0.619	0.9785	0
77,101	1,346.667	452.6535	220.8115	0.8729	313.3178	0.9524	80,957	0.729	2.05	0.5343	0.6922	0.0059	0.0029	0.4791	0.9822	1
76,142	1,137.075	432.4098	238.5231	0.8341	311.3631	0.9335	81,566	0.7095	1.8129	0.74	0.7201	0.0057	0.0031	0.5185	0.94	1
79,613	1,191.8831	464.9195	220.2775	0.8806	318.3809	0.9787	81,349	0.7747	2.1106	0.7042	0.6848	0.0058	0.0028	0.469	0.9898	1
60,774	1,101.7209	414.708	190.6734	0.888	278.1724	0.9625	63,142	0.6233	2.175	0.6292	0.6708	0.0068	0.0031	0.4499	0.9786	1
109,286	1,422.229	475.8277	301.6586	0.7734	373.0245	0.9547	114,467	0.7724	1.5774	0.6789	0.7839	0.0044	0.0028	0.6146	0.9694	0
68,290	1,236.179	439.6265	200.1081	0.8904	294.872	0.9673	70,597	0.7652	2.1969	0.5616	0.6707	0.0064	0.0029	0.4499	0.9884	1
73,388	1,283.759	418.133	230.853	0.8338	305.6804	0.9543	76,901	0.7177	1.8113	0.5596	0.7311	0.0057	0.0031	0.5344	0.968	1
93,340	1,290.415	511.8364	235.6817	0.8877	344.7379	0.971	96,123	0.7512	2.1717	0.7044	0.6735	0.0055	0.0025	0.4536	0.9852	1
79,334	1,913.1379	439.5609	267.3607	0.7937	317.8226	0.8656	91,655	0.6803	1.6441	0.2724	0.723	0.0055	0.0034	0.5228	0.8595	0
78,809	1,985.2679	444.1541	253.17	0.8216	316.7692	0.8887	88,681	0.5882	1.7544	0.2513	0.7132	0.0056	0.0032	0.5086	0.8924	0
88,447	1,436.5551	497.9858	231.0954	0.8858	335.5804	0.9609	92,045	0.7658	2.1549	0.5386	0.6739	0.0056	0.0026	0.4541	0.9786	1
76,945	1,193.321	469.8468	214.3867	0.8898	313.0007	0.9524	80,789	0.7245	2.1916	0.679	0.6662	0.0061	0.0028	0.4438	0.9726	1
63,199	1,236.666	421.4809	196.3623	0.8848	283.6679	0.9622	65,683	0.589	2.1464	0.5193	0.673	0.0067	0.0031	0.453	0.9723	1
86,526	1,148.389	429.7446	260.6699	0.795	331.9161	0.9611	90,032	0.7601	1.6486	0.8245	0.7724	0.005	0.003	0.5965	0.9835	0
71,332	1,140.748	428.3089	217.4237	0.8616	301.3681	0.9542	74,754	0.7439	1.9699	0.6888	0.7036	0.006	0.003	0.4951	0.9753	1
70,844	1,186.342	440.7364	213.7394	0.8745	300.3354	0.9319	76,019	0.7321	2.062	0.6325	0.6814	0.0062	0.003	0.4644	0.9575	1
67,935	1,112.063	435.4314	203.2556	0.8844	294.1046	0.9669	70,257	0.7099	2.1423	0.6903	0.6754	0.0064	0.003	0.4562	0.9773	1
80,071	1,202.455	450.9414	235.6505	0.8526	319.2954	0.9428	84,926	0.7005	1.9136	0.6959	0.7081	0.0056	0.0029	0.5014	0.9594	1
61,992	1,055.724	424.2606	189.6143	0.8946	280.946	0.9603	64,553	0.7341	2.2375	0.6989	0.6622	0.0068	0.0031	0.4385	0.9812	1
79,828	1,243.63	493.1381	217.3577	0.8976	318.8105	0.9432	84,633	0.6945	2.2688	0.6486	0.6465	0.0062	0.0027	0.418	0.9482	1
74,663	1,183.145	459.5966	211.4048	0.8879	308.3243	0.9527	78,374	0.77	2.174	0.6703	0.6709	0.0062	0.0028	0.4501	0.9784	1
68,562	1,383.17	422.4373	217.9289	0.8567	295.4587	0.9218	74,380	0.7149	1.9384	0.4503	0.6994	0.0062	0.0032	0.4892	0.9482	1
71,771	1,425.094	445.004	211.9985	0.8792	302.294	0.9294	77,220	0.745	2.0991	0.4441	0.6793	0.0062	0.003	0.4615	0.9686	1
85,018	1,274.892	446.8256	246.677	0.8338	329.0111	0.9632	88,270	0.7659	1.8114	0.6573	0.7363	0.0053	0.0029	0.5422	0.9821	1
92,023	1,260.775	502.5042	235.1234	0.8838	342.2971	0.9844	93,479	0.7635	2.1372	0.7275	0.6812	0.0055	0.0026	0.464	0.9917	0
97,567	2,048.208	500.5765	254.489	0.8611	352.4573	0.9529	102,390	0.7493	1.967	0.2923	0.7041	0.0051	0.0026	0.4958	0.9752	0
88,747	1,964.688	427.2782	278.8618	0.7577	336.149	0.926	95,835	0.7285	1.5322	0.2889	0.7867	0.0048	0.0031	0.6189	0.9483	0
48,509	1,020.717	439.9729	143.3477	0.9454	248.5228	0.9792	49,537	0.7156	3.0693	0.5851	0.5649	0.0091	0.003	0.3191	0.9793	1
96,395	1,352.674	515.873	246.5945	0.8784	350.334	0.9549	100,950	0.7428	2.092	0.662	0.6791	0.0054	0.0026	0.4612	0.9648	1
90,674	1,205.551	463.2462	250.5961	0.8411	339.7789	0.9816	92,375	0.7658	1.8486	0.784	0.7335	0.0051	0.0028	0.538	0.9945	0
95,548	2,225.053	481.343	266.6153	0.8326	348.7915	0.9202	103,838	0.7395	1.8054	0.2425	0.7246	0.005	0.0028	0.5251	0.948	0
100,231	1,181.7791	435.9832	294.1512	0.7381	357.2367	0.9934	100,892	0.7558	1.4822	0.9019	0.8194	0.0043	0.0029	0.6714	0.9951	0
84,056	1,385.101	464.739	237.5981	0.8594	327.1443	0.9427	89,167	0.7534	1.956	0.5506	0.7039	0.0055	0.0028	0.4955	0.9692	1
75,858	2,226.1299	457.2219	231.9447	0.8618	310.7819	0.8915	85,093	0.5994	1.9713	0.1924	0.6797	0.006	0.0031	0.462	0.9108	1
69,549	1,129.2841	467.1565	193.0683	0.9106	297.5778	0.9697	71,722	0.8026	2.4196	0.6853	0.637	0.0067	0.0028	0.4058	0.9818	1
96,892	2,488.417	477.515	275.2052	0.8172	351.236	0.9269	104,533	0.7476	1.7351	0.1966	0.7355	0.0049	0.0028	0.541	0.9388	0
49,216	1,063.024	388.5879	164.7131	0.9057	250.3273	0.9444	52,114	0.7365	2.3592	0.5473	0.6442	0.0079	0.0033	0.415	0.979	1
72,913	1,257.577	443.1351	222.087	0.8653	304.6895	0.9238	78,924	0.7233	1.9953	0.5794	0.6876	0.0061	0.003	0.4728	0.9433	1
57,245	1,343.9561	393.1306	195.995	0.8669	269.9752	0.9151	62,559	0.6706	2.0058	0.3983	0.6867	0.0069	0.0034	0.4716	0.9459	1
68,804	1,261.615	403.3394	227.8688	0.8251	295.9797	0.9297	74,005	0.6052	1.7701	0.5432	0.7338	0.0059	0.0033	0.5385	0.9532	1
90,408	2,078.291	497.0739	244.3073	0.8709	339.2802	0.9315	97,059	0.7609	2.0346	0.263	0.6826	0.0055	0.0027	0.4659	0.9479	1
70,915	2,004.276	442.6382	224.7112	0.8616	300.4859	0.899	78,884	0.7149	1.9698	0.2218	0.6789	0.0062	0.0032	0.4608	0.9078	1
82,939	1,166.26	436.4992	244.8998	0.8278	324.9634	0.9861	84,111	0.7453	1.7824	0.7663	0.7445	0.0053	0.003	0.5542	0.9879	0
81,702	1,133.639	447.4375	234.444	0.8517	322.5309	0.9903	82,499	0.7556	1.9085	0.7989	0.7208	0.0055	0.0029	0.5196	0.9917	0
81,583	1,295.3361	479.0619	228.7762	0.8786	322.296	0.928	87,911	0.6971	2.094	0.611	0.6728	0.0059	0.0028	0.4526	0.9478	1
53,028	1,262.9	422.5751	164.0007	0.9216	259.841	0.9387	56,488	0.7212	2.5767	0.4178	0.6149	0.008	0.0031	0.3781	0.9742	1
69,286	1,065.277	388.9586	228.6601	0.8089	297.0146	0.9773	70,896	0.752	1.701	0.7672	0.7636	0.0056	0.0033	0.5831	0.9919	0
73,027	1,128.66	437.458	235.198	0.8432	304.9276	0.9009	81,059	0.7306	1.86	0.7204	0.697	0.006	0.0032	0.4859	0.9037	0
93,512	1,192.152	456.8235	261.9701	0.8192	345.0553	0.9871	94,738	0.7622	1.7438	0.8268	0.7553	0.0049	0.0028	0.5705	0.9949	0
117,822	1,878.382	473.557	329.0721	0.7191	387.3185	0.9496	124,077	0.753	1.4391	0.4196	0.8179	0.004	0.0028	0.6689	0.9627	0
80,232	1,129.9969	441.5363	232.287	0.8504	319.6163	0.9897	81,071	0.6864	1.9008	0.7896	0.7239	0.0055	0.0029	0.524	0.996	0
78,579	1,162.452	451.8687	226.4848	0.8653	316.3066	0.9749	80,602	0.7796	1.9951	0.7307	0.7	0.0058	0.0029	0.49	0.9776	1
57,694	1,651.339	401.092	205.9514	0.8581	271.0319	0.8647	66,724	0.643	1.9475	0.2659	0.6757	0.007	0.0036	0.4566	0.8893	1
70,579	1,399.671	432.6053	211.7505	0.872	299.7732	0.9514	74,186	0.718	2.043	0.4527	0.6929	0.0061	0.003	0.4802	0.981	1
94,203	1,933.7629	509.6577	240.3101	0.8819	346.3279	0.9532	98,825	0.7265	2.1208	0.3166	0.6795	0.0054	0.0026	0.4618	0.9793	1
81,234	2,324.2061	466.2721	234.8985	0.8638	321.6059	0.9185	88,444	0.7156	1.985	0.189	0.6897	0.0057	0.0029	0.4757	0.9443	0
67,659	1,446.428	396.5165	226.1531	0.8214	293.5066	0.9134	74,071	0.7631	1.7533	0.4064	0.7402	0.0059	0.0033	0.5479	0.9607	1
73,575	1,607.095	393.5164	251.2209	0.7697	306.0696	0.9454	77,822	0.711	1.5664	0.358	0.7778	0.0053	0.0034	0.6049	0.9476	1
102,777	1,316.403	480.6612	274.2105	0.8213	361.7454	0.9814	104,730	0.7417	1.7529	0.7453	0.7526	0.0047	0.0027	0.5664	0.9928	0
86,482	1,296.333	458.6565	242.6223	0.8486	331.8317	0.9711	89,057	0.7145	1.8904	0.6467	0.7235	0.0053	0.0028	0.5234	0.9895	1
80,139	1,075.2321	418.1198	244.6082	0.811	319.431	0.9928	80,719	0.7494	1.7093	0.8711	0.764	0.0052	0.0031	0.5837	0.9977	0
89,107	1,261.297	446.1867	261.0444	0.811	336.8302	0.9498	93,819	0.7916	1.7092	0.7039	0.7549	0.005	0.0029	0.5699	0.9741	0
63,050	1,649.811	394.5666	230.5279	0.8116	283.3333	0.8815	71,526	0.6735	1.7116	0.2911	0.7181	0.0063	0.0037	0.5156	0.8826	1
60,483	1,258.101	404.1308	194.3567	0.8768	277.5056	0.9469	63,874	0.751	2.0793	0.4802	0.6867	0.0067	0.0032	0.4715	0.9804	1
85,885	1,813.851	438.9585	253.8259	0.8159	330.6844	0.9619	89,283	0.7378	1.7294	0.328	0.7533	0.0051	0.003	0.5675	0.9814	0
90,161	1,495.119	474.6939	242.8821	0.8592	338.8164	0.9733	92,631	0.7542	1.9544	0.5068	0.7138	0.0053	0.0027	0.5094	0.9957	0
96,996	1,638.705	453.3046	277.1596	0.7913	351.4244	0.9573	101,320	0.6395	1.6355	0.4539	0.7753	0.0047	0.0029	0.601	0.983	0
71,173	1,650.584	394.5998	240.7359	0.7923	301.032	0.9181	77,524	0.725	1.6391	0.3283	0.7629	0.0055	0.0034	0.582	0.954	1
89,850	1,191.615	448.5503	256.5814	0.8202	338.2315	0.985	91,216	0.8045	1.7482	0.7952	0.7541	0.005	0.0029	0.5686	0.994	0
66,313	1,090.271	408.4583	209.4825	0.8585	290.5724	0.9786	67,766	0.7091	1.9498	0.701	0.7114	0.0062	0.0032	0.5061	0.9868	1
89,928	1,235.521	491.5876	235.2052	0.8781	338.3783	0.981	91,671	0.7005	2.09	0.7403	0.6883	0.0055	0.0026	0.4738	0.9903	1
86,534	1,176.656	439.8831	258.3506	0.8094	331.9315	0.9545	90,662	0.745	1.7027	0.7854	0.7546	0.0051	0.003	0.5694	0.9695	0
84,641	1,200.059	444.7483	248.1673	0.8298	328.2808	0.9718	87,099	0.7436	1.7921	0.7386	0.7381	0.0053	0.0029	0.5448	0.9764	1
51,093	949.11	374.2277	179.8488	0.8769	255.0561	0.9726	52,534	0.7048	2.0808	0.7128	0.6816	0.0073	0.0035	0.4645	0.9666	1
87,710	2,547.3	461.9934	259.4555	0.8274	334.1794	0.9109	96,289	0.7221	1.7806	0.1699	0.7233	0.0053	0.003	0.5232	0.9317	0
124,008	2,581.25	535.6422	307.1895	0.8192	397.3561	0.9361	132,478	0.6855	1.7437	0.2339	0.7418	0.0043	0.0025	0.5503	0.9596	0
85,436	1,072.366	388.1068	281.5912	0.6882	329.8189	0.9932	86,021	0.7491	1.3783	0.9336	0.8498	0.0045	0.0033	0.7222	0.9954	0
76,606	1,856.0699	461.8441	226.0298	0.8721	312.3104	0.9232	82,982	0.7273	2.0433	0.2794	0.6762	0.006	0.003	0.4573	0.9344	1
77,803	2,034.995	455.4354	270.3713	0.8047	314.7409	0.7967	97,652	0.6716	1.6845	0.2361	0.6911	0.0059	0.0035	0.4776	0.8045	1
92,480	1,255.385	500.6346	240.093	0.8775	343.146	0.9685	95,490	0.7341	2.0852	0.7374	0.6854	0.0054	0.0026	0.4698	0.9796	1
89,930	1,342.296	498.2695	253.8328	0.8605	338.3821	0.889	101,154	0.7011	1.963	0.6272	0.6791	0.0055	0.0028	0.4612	0.9053	0
92,155	1,216.516	486.475	244.4703	0.8646	342.5425	0.9777	94,256	0.7584	1.9899	0.7825	0.7041	0.0053	0.0027	0.4958	0.9866	0
97,551	1,246.896	459.2454	274.0821	0.8024	352.4284	0.977	99,845	0.6695	1.6756	0.7885	0.7674	0.0047	0.0028	0.5889	0.9868	0
67,458	1,792.79	418.4832	228.1802	0.8383	293.0703	0.8805	76,613	0.6471	1.834	0.2637	0.7003	0.0062	0.0034	0.4904	0.8995	1
73,254	1,967.176	429.6196	233.9086	0.8388	305.4012	0.9119	80,327	0.7125	1.8367	0.2379	0.7109	0.0059	0.0032	0.5053	0.9281	1
79,594	1,196.181	490.7424	215.4623	0.8985	318.343	0.9526	83,551	0.6439	2.2776	0.699	0.6487	0.0062	0.0027	0.4208	0.9584	1
67,026	1,212.552	441.681	195.7731	0.8964	292.1304	0.962	69,677	0.6848	2.2561	0.5729	0.6614	0.0066	0.0029	0.4375	0.9869	1
85,284	2,101.5281	459.6115	272.0428	0.806	329.5254	0.8448	100,957	0.6354	1.6895	0.2427	0.717	0.0054	0.0032	0.514	0.8685	0
77,609	1,185.8409	432.5506	242.5948	0.8279	314.3483	0.8959	86,626	0.7368	1.783	0.6935	0.7267	0.0056	0.0031	0.5281	0.9417	1
78,502	1,142.004	430.097	238.9188	0.8315	316.1516	0.9534	82,343	0.7486	1.8002	0.7564	0.7351	0.0055	0.003	0.5403	0.9727	0
73,474	1,138.402	439.1718	218.9616	0.8668	305.8594	0.9698	75,764	0.7522	2.0057	0.7124	0.6964	0.006	0.003	0.485	0.9728	1
50,883	1,067.8051	429.0406	155.4648	0.932	254.5314	0.9705	52,429	0.7345	2.7597	0.5608	0.5933	0.0084	0.0031	0.352	0.9713	1
98,290	2,058.9761	437.2366	303.0911	0.7207	353.7608	0.928	105,919	0.738	1.4426	0.2914	0.8091	0.0044	0.0031	0.6546	0.9443	0
76,590	1,124.235	445.7985	221.2693	0.8681	312.2778	0.981	78,074	0.7755	2.0147	0.7615	0.7005	0.0058	0.0029	0.4907	0.9886	1
78,039	1,407.311	467.3641	249.8392	0.8451	315.2179	0.8643	90,291	0.6503	1.8707	0.4952	0.6745	0.006	0.0032	0.4549	0.851	0

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1,288