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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
72,519	1,069.9611	419.5137	224.9402	0.8441	303.8652	0.9616	75,416	0.7489	1.865	0.796	0.7243	0.0058	0.0031	0.5246	0.9785	1
87,623	1,353.047	496.7722	227.9821	0.8885	334.0136	0.9719	90,156	0.7285	2.179	0.6015	0.6724	0.0057	0.0026	0.4521	0.9851	1
79,481	1,810.2469	431.7867	240.7829	0.8301	318.1169	0.9561	83,129	0.7501	1.7933	0.3048	0.7367	0.0054	0.003	0.5428	0.9734	0
83,333	1,146.979	457.7629	233.0776	0.8607	325.7343	0.989	84,260	0.8123	1.964	0.796	0.7116	0.0055	0.0028	0.5063	0.9945	1
60,694	2,086.55	423.8828	194.9007	0.888	277.9892	0.8996	67,467	0.7255	2.1749	0.1752	0.6558	0.007	0.0032	0.4301	0.9354	1
83,810	1,174.391	458.6697	239.0431	0.8535	326.6653	0.9547	87,784	0.6908	1.9188	0.7636	0.7122	0.0055	0.0029	0.5072	0.9733	0
57,664	1,242.043	395.9021	191.1816	0.8757	270.9614	0.9284	62,109	0.7336	2.0708	0.4697	0.6844	0.0069	0.0033	0.4684	0.97	1
95,526	1,284.6899	479.6198	258.1219	0.8428	348.7513	0.9697	98,507	0.6603	1.8581	0.7273	0.7271	0.005	0.0027	0.5287	0.9824	0
83,044	1,212.619	492.7513	231.3234	0.883	325.169	0.9153	90,730	0.7195	2.1301	0.7097	0.6599	0.0059	0.0028	0.4355	0.9276	1
67,474	1,718.976	395.1284	242.168	0.7902	293.105	0.8906	75,765	0.6994	1.6316	0.287	0.7418	0.0059	0.0036	0.5503	0.8978	1
59,122	1,055.338	405.3552	192.7115	0.8798	274.3656	0.9781	60,448	0.7281	2.1034	0.6671	0.6769	0.0069	0.0033	0.4581	0.9636	1
65,360	1,056.746	414.0387	205.439	0.8682	288.4769	0.9587	68,173	0.6149	2.0154	0.7355	0.6967	0.0063	0.0031	0.4854	0.9784	1
73,958	1,096.207	431.001	225.0645	0.8528	306.8652	0.9645	76,683	0.7968	1.915	0.7734	0.712	0.0058	0.003	0.5069	0.9708	1
112,405	1,324.533	522.2956	276.4228	0.8485	378.3101	0.9838	114,251	0.7585	1.8895	0.8051	0.7243	0.0046	0.0025	0.5246	0.9913	0
79,014	1,836.946	456.1419	239.6043	0.8509	317.1809	0.9086	86,958	0.7231	1.9037	0.2943	0.6954	0.0058	0.003	0.4835	0.9205	1
92,387	1,314.3979	451.6785	262.5319	0.8137	342.9734	0.9852	93,773	0.7236	1.7205	0.672	0.7593	0.0049	0.0028	0.5766	0.992	0
69,554	1,802.277	431.8987	215.1097	0.8671	297.5885	0.9313	74,684	0.709	2.0078	0.2691	0.689	0.0062	0.0031	0.4748	0.9532	1
87,872	1,373.194	504.3922	225.4397	0.8946	334.4878	0.9629	91,261	0.677	2.2374	0.5856	0.6632	0.0057	0.0026	0.4398	0.9839	1
76,331	1,127.647	386.0785	265.0077	0.7272	311.7493	0.9502	80,330	0.7188	1.4569	0.7543	0.8075	0.0051	0.0035	0.652	0.9499	0
56,479	1,767.281	395.8196	202.2451	0.8596	268.1628	0.8584	65,794	0.6639	1.9571	0.2272	0.6775	0.007	0.0036	0.459	0.8983	0
87,842	1,222.0291	492.0094	228.2559	0.8859	334.4307	0.9886	88,857	0.8204	2.1555	0.7392	0.6797	0.0056	0.0026	0.462	0.9959	0
66,244	1,056.386	409.1532	209.4531	0.859	290.4212	0.972	68,153	0.7885	1.9534	0.746	0.7098	0.0062	0.0032	0.5038	0.9842	1
100,658	1,199.985	448.7871	286.8687	0.769	357.9969	0.993	101,364	0.7231	1.5644	0.8784	0.7977	0.0045	0.0028	0.6363	0.9955	0
77,926	1,299.976	440.8277	233.1616	0.8487	314.9896	0.9523	81,829	0.7302	1.8907	0.5795	0.7145	0.0057	0.003	0.5106	0.9653	1
72,151	2,175.1001	457.6626	218.5395	0.8786	303.0932	0.8917	80,914	0.7112	2.0942	0.1916	0.6623	0.0063	0.003	0.4386	0.9185	1
72,671	1,183.064	445.4609	212.2045	0.8792	304.1835	0.9734	74,660	0.7243	2.0992	0.6525	0.6829	0.0061	0.0029	0.4663	0.9788	1
77,564	1,167.126	459.4537	219.8952	0.878	314.2571	0.9632	80,531	0.7834	2.0894	0.7155	0.684	0.0059	0.0028	0.4678	0.9775	1
67,456	1,055.9969	394.2956	224.4805	0.8221	293.0659	0.9514	70,900	0.7542	1.7565	0.7602	0.7433	0.0058	0.0033	0.5524	0.9704	1
75,511	1,895.1591	424.7591	257.4445	0.7954	310.0703	0.8716	86,637	0.7243	1.6499	0.2642	0.73	0.0056	0.0034	0.5329	0.8792	1
64,900	1,152.98	445.0892	195.7271	0.8981	287.46	0.9297	69,806	0.716	2.274	0.6135	0.6458	0.0069	0.003	0.4171	0.9485	1
56,651	1,036.156	390.8759	187.4057	0.8776	268.5708	0.9672	58,572	0.7012	2.0857	0.6631	0.6871	0.0069	0.0033	0.4721	0.9847	1
95,261	1,418.5811	431.1771	288.6929	0.7428	348.2672	0.9591	99,324	0.7912	1.4935	0.5949	0.8077	0.0045	0.003	0.6524	0.9744	0
81,776	1,271.816	450.8592	233.2148	0.8558	322.677	0.966	84,650	0.7701	1.9332	0.6353	0.7157	0.0055	0.0029	0.5122	0.9902	0
86,506	1,174.406	440.5459	256.7896	0.8126	331.8778	0.9578	90,314	0.7293	1.7156	0.7882	0.7533	0.0051	0.003	0.5675	0.9736	0
77,567	1,682.111	449.2916	229.4644	0.8597	314.2632	0.9321	83,221	0.7396	1.958	0.3445	0.6995	0.0058	0.003	0.4892	0.958	1
81,483	1,222.8781	417.4009	253.3814	0.7947	322.0984	0.955	85,321	0.7201	1.6473	0.6847	0.7717	0.0051	0.0031	0.5955	0.981	0
72,606	1,188.308	435.687	221.7968	0.8607	304.0474	0.9408	77,177	0.7006	1.9644	0.6461	0.6979	0.006	0.0031	0.487	0.9566	1
93,649	1,274.8199	461.1611	260.8926	0.8246	345.308	0.9849	95,085	0.7754	1.7676	0.7241	0.7488	0.0049	0.0028	0.5607	0.9911	0
89,562	1,241.144	488.7741	234.7329	0.8771	337.689	0.9901	90,459	0.8061	2.0823	0.7306	0.6909	0.0055	0.0026	0.4773	0.9939	0
86,591	1,244.09	473.9036	238.4917	0.8641	332.0408	0.9581	90,376	0.6263	1.9871	0.703	0.7007	0.0055	0.0028	0.4909	0.9755	1
64,724	2,328.0759	395.7626	221.0943	0.8294	287.0699	0.8523	75,936	0.6011	1.79	0.1501	0.7254	0.0061	0.0034	0.5261	0.9418	1
44,791	993.476	378.3307	156.2171	0.9108	238.8089	0.9451	47,391	0.7422	2.4218	0.5703	0.6312	0.0084	0.0035	0.3984	0.9649	1
74,301	2,117.342	431.2896	272.3224	0.7754	307.576	0.7981	93,098	0.5284	1.5837	0.2083	0.7132	0.0058	0.0037	0.5086	0.8055	1
83,959	2,402.958	439.9582	336.0493	0.6454	326.9555	0.7588	110,641	0.6183	1.3092	0.1827	0.7432	0.0052	0.004	0.5523	0.723	0
74,642	1,260.9821	446.3433	217.876	0.8728	308.2809	0.9575	77,954	0.7183	2.0486	0.5899	0.6907	0.006	0.0029	0.477	0.9773	1
79,450	1,231.0129	453.9435	252.1095	0.8316	318.0548	0.8903	89,238	0.672	1.8006	0.6588	0.7006	0.0057	0.0032	0.4909	0.8839	1
65,583	1,059.786	437.7344	191.5716	0.8991	288.9686	0.987	66,448	0.7247	2.285	0.7338	0.6601	0.0067	0.0029	0.4358	0.9958	1
62,610	1,135.995	403.5225	223.8322	0.8321	282.3429	0.8782	71,296	0.6953	1.8028	0.6097	0.6997	0.0064	0.0036	0.4896	0.8826	1
79,688	1,165.88	421.96	241.5242	0.82	318.5309	0.9836	81,016	0.78	1.7471	0.7367	0.7549	0.0053	0.003	0.5698	0.9956	0
74,183	1,149.774	451.6868	217.978	0.8758	307.3316	0.9343	79,399	0.7362	2.0722	0.7052	0.6804	0.0061	0.0029	0.463	0.9593	1
75,286	1,179.6429	438.9719	221.3436	0.8636	309.608	0.9661	77,924	0.7436	1.9832	0.6799	0.7053	0.0058	0.0029	0.4975	0.9866	1
79,336	2,520.8379	418.6079	266.8803	0.7704	317.8266	0.8709	91,101	0.6789	1.5685	0.1569	0.7592	0.0053	0.0034	0.5765	0.9042	0
40,680	1,226.045	347.5499	164.0527	0.8816	227.586	0.8485	47,945	0.5347	2.1185	0.3401	0.6548	0.0085	0.004	0.4288	0.9084	1
79,458	1,183.8879	459.1738	223.2913	0.8738	318.0709	0.9728	81,682	0.7398	2.0564	0.7124	0.6927	0.0058	0.0028	0.4798	0.9867	1
66,895	1,404.936	433.6886	201.2347	0.8858	291.8448	0.9652	69,307	0.6601	2.1551	0.4259	0.6729	0.0065	0.003	0.4528	0.9759	1
87,912	1,253.6021	461.3889	243.143	0.8499	334.5639	0.9879	88,991	0.7591	1.8976	0.703	0.7251	0.0052	0.0028	0.5258	0.9978	0
68,539	2,113.313	473.7383	245.4457	0.8553	295.4091	0.7609	90,076	0.6333	1.9301	0.1929	0.6236	0.0069	0.0036	0.3888	0.7505	1
104,952	1,309.203	470.0492	295.9375	0.7769	365.5531	0.9348	112,267	0.7297	1.5883	0.7695	0.7777	0.0045	0.0028	0.6048	0.9606	0
69,644	1,146.145	410.3784	223.2957	0.839	297.7809	0.9356	74,435	0.6963	1.8378	0.6662	0.7256	0.0059	0.0032	0.5265	0.9677	1
74,490	1,116.386	439.9262	218.446	0.868	307.9669	0.9898	75,261	0.7523	2.0139	0.7511	0.7	0.0059	0.0029	0.4901	0.9869	1
97,806	1,301.2679	478.9996	263.3344	0.8353	352.8887	0.9726	100,560	0.7663	1.819	0.7258	0.7367	0.0049	0.0027	0.5428	0.9873	0
92,544	1,169.63	464.4752	254.748	0.8362	343.2647	0.9921	93,282	0.7556	1.8233	0.8501	0.739	0.005	0.0028	0.5462	0.9958	0
73,889	1,094.196	449.0313	211.399	0.8822	306.722	0.99	74,633	0.6707	2.1241	0.7755	0.6831	0.0061	0.0029	0.4666	0.9911	1
69,906	1,332.139	432.6808	232.2086	0.8438	298.3405	0.8517	82,077	0.6905	1.8633	0.495	0.6895	0.0062	0.0033	0.4754	0.8859	1
69,816	1,637.181	398.5653	230.7142	0.8154	298.1484	0.9256	75,427	0.7451	1.7275	0.3273	0.7481	0.0057	0.0033	0.5596	0.9667	1
44,984	1,753.186	356.9986	195.4678	0.8368	239.3228	0.764	58,876	0.5197	1.8264	0.1839	0.6704	0.0079	0.0043	0.4494	0.8208	1
84,798	1,201.7889	450.0886	242.7429	0.8421	328.5851	0.9868	85,929	0.7263	1.8542	0.7378	0.73	0.0053	0.0029	0.533	0.9882	0
77,732	2,198.8049	431.0561	253.5455	0.8087	314.5973	0.8998	86,390	0.7072	1.7001	0.202	0.7298	0.0055	0.0033	0.5327	0.9056	1
88,406	1,210.5	458.905	247.4065	0.8422	335.5026	0.9797	90,236	0.6973	1.8549	0.7582	0.7311	0.0052	0.0028	0.5345	0.9914	0
72,612	1,075.491	431.4258	216.4973	0.865	304.06	0.9797	74,117	0.8003	1.9928	0.7889	0.7048	0.0059	0.003	0.4967	0.9898	1
81,602	1,103.3149	427.3608	244.3418	0.8204	322.3335	0.9828	83,031	0.7828	1.749	0.8424	0.7542	0.0052	0.003	0.5689	0.995	0
89,725	1,287.4561	479.7062	240.0435	0.8658	337.9962	0.9778	91,758	0.7584	1.9984	0.6802	0.7046	0.0053	0.0027	0.4964	0.9921	0
86,342	1,153.812	460.591	239.456	0.8542	331.563	0.9907	87,153	0.6671	1.9235	0.815	0.7199	0.0053	0.0028	0.5182	0.9968	0
77,197	1,093.168	434.6748	230.9623	0.8472	313.5128	0.9711	79,493	0.752	1.882	0.8118	0.7213	0.0056	0.003	0.5202	0.9791	1
55,095	1,826.8621	374.595	288.0821	0.6392	264.8568	0.6802	81,002	0.5585	1.3003	0.2074	0.707	0.0068	0.0052	0.4999	0.65	1
74,025	1,860.1379	448.1681	220.9801	0.87	307.0042	0.9284	79,734	0.752	2.0281	0.2688	0.685	0.0061	0.003	0.4693	0.9517	1
86,396	1,796.546	498.6066	232.1015	0.885	331.6667	0.8928	96,768	0.6142	2.1482	0.3364	0.6652	0.0058	0.0027	0.4425	0.9505	1
94,177	1,656.006	467.089	260.4421	0.8301	346.2801	0.9668	97,415	0.7526	1.7934	0.4315	0.7414	0.005	0.0028	0.5496	0.9857	0
92,368	1,332.704	455.4744	263.1371	0.8162	342.9382	0.9486	97,373	0.7341	1.7309	0.6535	0.7529	0.0049	0.0028	0.5669	0.9813	0
92,622	1,246.8101	440.5182	274.9561	0.7813	343.4094	0.9469	97,815	0.7474	1.6021	0.7487	0.7796	0.0048	0.003	0.6077	0.9736	0
55,185	1,044.981	395.2131	179.4567	0.891	265.0731	0.9702	56,880	0.5562	2.2023	0.6351	0.6707	0.0072	0.0033	0.4499	0.9907	1
97,000	1,892.373	448.4931	283.8496	0.7742	351.4317	0.9532	101,765	0.7507	1.58	0.3404	0.7836	0.0046	0.0029	0.614	0.9701	0
69,130	1,120.014	426.3553	209.5858	0.8708	296.6801	0.9761	70,824	0.6245	2.0343	0.6925	0.6959	0.0062	0.003	0.4842	0.985	1
100,634	1,260.0811	481.9576	266.369	0.8334	357.9542	0.9925	101,396	0.7059	1.8094	0.7964	0.7427	0.0048	0.0026	0.5516	0.9981	0
88,991	2,391.5869	445.6331	279.2141	0.7794	336.6108	0.8855	100,494	0.658	1.596	0.1955	0.7554	0.005	0.0031	0.5706	0.9106	0
75,982	1,171.054	469.321	208.4384	0.896	311.0358	0.9832	77,284	0.7004	2.2516	0.6963	0.6627	0.0062	0.0027	0.4392	0.9889	1
84,747	1,187.129	473.0993	231.746	0.8718	328.4863	0.9811	86,380	0.7908	2.0415	0.7557	0.6943	0.0056	0.0027	0.4821	0.9842	1
106,364	1,498.948	468.5075	306.9979	0.7554	368.0039	0.9324	114,080	0.6908	1.5261	0.5949	0.7855	0.0044	0.0029	0.617	0.9416	0
72,328	1,046.27	404.1033	230.9122	0.8207	303.4648	0.9764	74,076	0.7403	1.75	0.8303	0.751	0.0056	0.0032	0.5639	0.9869	0
73,212	1,276.671	410.6384	250.358	0.7926	305.3136	0.8961	81,705	0.699	1.6402	0.5645	0.7435	0.0056	0.0034	0.5528	0.9067	0
79,678	1,465.2791	496.3692	224.7613	0.8916	318.5109	0.9265	86,002	0.7619	2.2084	0.4663	0.6417	0.0062	0.0028	0.4118	0.9093	1
77,471	1,151.92	439.9908	243.1023	0.8335	314.0687	0.9024	85,849	0.7141	1.8099	0.7337	0.7138	0.0057	0.0031	0.5095	0.9222	1
72,466	1,142.896	411.3409	227.908	0.8325	303.7542	0.9596	75,520	0.7244	1.8049	0.6972	0.7384	0.0057	0.0031	0.5453	0.9842	0
64,299	1,555.183	433.5082	197.8069	0.8898	286.1259	0.9325	68,951	0.7473	2.1916	0.3341	0.66	0.0067	0.0031	0.4356	0.9547	1
70,865	1,981.442	426.0532	244.5283	0.8189	300.38	0.8731	81,163	0.6588	1.7423	0.2268	0.705	0.006	0.0035	0.4971	0.8661	0
79,408	2,382.7271	467.5201	258.8673	0.8327	317.9708	0.8612	92,208	0.6831	1.806	0.1758	0.6801	0.0059	0.0033	0.4626	0.8354	1
95,763	2,138.0139	451.7197	285.4307	0.7751	349.1837	0.9048	105,842	0.701	1.5826	0.2633	0.773	0.0047	0.003	0.5975	0.9457	0
61,816	1,103.546	409.6489	201.6053	0.8705	280.5469	0.9454	65,384	0.6297	2.0319	0.6379	0.6848	0.0066	0.0033	0.469	0.953	1
68,481	1,091.243	442.836	199.2699	0.893	295.2841	0.9825	69,700	0.772	2.2223	0.7227	0.6668	0.0065	0.0029	0.4446	0.9881	1
90,627	1,157.038	448.3503	258.7116	0.8167	339.6909	0.9861	91,901	0.7904	1.733	0.8507	0.7576	0.0049	0.0029	0.574	0.9948	0