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
78,795	1,124.814	450.0254	226.5335	0.8641	316.7411	0.9713	81,125	0.782	1.9866	0.7826	0.7038	0.0057	0.0029	0.4954	0.9841	0
65,883	1,368.264	414.9873	208.4766	0.8647	289.6288	0.9399	70,096	0.7405	1.9906	0.4422	0.6979	0.0063	0.0032	0.4871	0.9696	1
98,991	1,742.339	479.3621	267.7458	0.8295	355.0201	0.9515	104,041	0.7855	1.7904	0.4098	0.7406	0.0048	0.0027	0.5485	0.982	0
70,230	1,867.843	426.6893	236.2965	0.8327	299.0311	0.8531	82,323	0.6896	1.8057	0.253	0.7008	0.0061	0.0034	0.4911	0.8869	1
78,170	1,247.084	457.3434	219.2182	0.8776	315.4824	0.979	79,849	0.7268	2.0862	0.6316	0.6898	0.0059	0.0028	0.4758	0.9927	1
94,564	1,833.097	430.755	295.7373	0.7271	346.9908	0.923	102,457	0.6634	1.4565	0.3536	0.8055	0.0046	0.0031	0.6489	0.9451	0
85,203	2,385.498	462.1089	249.014	0.8424	329.3688	0.9174	92,876	0.7229	1.8558	0.1882	0.7128	0.0054	0.0029	0.508	0.9428	0
104,873	1,365.251	457.0427	297.8931	0.7584	365.4154	0.9683	108,311	0.7791	1.5343	0.707	0.7995	0.0044	0.0028	0.6392	0.9807	0
94,346	1,279.214	480.441	252.288	0.851	346.5906	0.9869	95,602	0.7093	1.9043	0.7245	0.7214	0.0051	0.0027	0.5204	0.9911	0
73,607	1,070.1479	428.6051	219.3727	0.8591	306.1361	0.9909	74,281	0.7982	1.9538	0.8077	0.7143	0.0058	0.003	0.5102	0.9968	1
87,848	1,253.166	515.1892	226.3247	0.8983	334.4421	0.9349	93,961	0.7688	2.2763	0.703	0.6492	0.0059	0.0026	0.4214	0.9593	1
61,544	1,242.5699	423.3832	196.8804	0.8853	279.929	0.9323	66,012	0.715	2.1505	0.5009	0.6612	0.0069	0.0032	0.4371	0.9401	1
97,016	1,251.105	454.2195	278.7213	0.7896	351.4607	0.9538	101,717	0.7578	1.6297	0.7789	0.7738	0.0047	0.0029	0.5987	0.9757	0
98,571	2,252.9561	468.4438	287.0826	0.7902	354.2661	0.91	108,320	0.7287	1.6317	0.244	0.7563	0.0048	0.0029	0.5719	0.9332	0
107,779	2,136.9519	507.4967	281.3551	0.8323	370.4436	0.9394	114,733	0.7077	1.8038	0.2966	0.7299	0.0047	0.0026	0.5328	0.9611	0
90,180	1,188.213	452.9105	254.3419	0.8274	338.8521	0.9865	91,412	0.7636	1.7807	0.8027	0.7482	0.005	0.0028	0.5598	0.9968	1
88,714	1,243.559	456.6076	248.3919	0.8391	336.0865	0.9823	90,308	0.7341	1.8383	0.7209	0.7361	0.0051	0.0028	0.5418	0.9959	0
96,161	1,259.15	457.0179	270.346	0.8063	349.9085	0.9807	98,054	0.7793	1.6905	0.7622	0.7656	0.0048	0.0028	0.5862	0.991	1
69,281	1,858.311	429.6525	220.8217	0.8578	297.0039	0.8981	77,141	0.7029	1.9457	0.2521	0.6913	0.0062	0.0032	0.4778	0.9297	1
72,490	1,180.124	461.0193	205.3467	0.8953	303.8044	0.9714	74,625	0.7192	2.2451	0.6541	0.659	0.0064	0.0028	0.4343	0.9749	1
78,094	1,874.495	433.6876	254.111	0.8104	315.329	0.8875	87,992	0.7048	1.7067	0.2793	0.7271	0.0056	0.0033	0.5287	0.9023	1
91,606	2,006.193	471.2054	277.9047	0.8076	341.5207	0.9053	101,185	0.6554	1.6956	0.286	0.7248	0.0051	0.003	0.5253	0.8907	0
75,828	1,160.808	459.4689	215.4052	0.8833	310.7205	0.9672	78,401	0.7643	2.133	0.7072	0.6763	0.0061	0.0028	0.4573	0.9755	1
64,511	1,050.392	424.7689	196.504	0.8866	286.5972	0.9743	66,212	0.7521	2.1616	0.7348	0.6747	0.0066	0.003	0.4552	0.9841	1
81,075	1,211.976	493.3022	215.0037	0.9	321.291	0.9559	84,819	0.6858	2.2944	0.6936	0.6513	0.0061	0.0027	0.4242	0.9733	1
64,152	1,840.572	384.8438	270.2525	0.7119	285.7986	0.7992	80,269	0.6221	1.424	0.238	0.7426	0.006	0.0042	0.5515	0.7854	1
78,723	1,172.6	432.4667	239.3092	0.8329	316.5963	0.9653	81,557	0.6697	1.8071	0.7195	0.7321	0.0055	0.003	0.5359	0.9685	1
102,316	1,301.27	480.5337	277.3389	0.8166	360.9332	0.9549	107,154	0.677	1.7327	0.7593	0.7511	0.0047	0.0027	0.5642	0.9775	0
90,075	1,221.2371	453.2749	257.6564	0.8227	338.6548	0.9617	93,663	0.7365	1.7592	0.759	0.7471	0.005	0.0029	0.5582	0.982	0
85,432	1,213.3979	390.3379	281.9793	0.6915	329.8112	0.9751	87,611	0.7719	1.3843	0.7292	0.8449	0.0046	0.0033	0.7139	0.9883	0
72,808	1,109.9091	438.4868	220.9703	0.8637	304.4701	0.9757	74,620	0.6996	1.9844	0.7427	0.6944	0.006	0.003	0.4821	0.9568	1
78,625	1,400.431	447.7321	229.513	0.8586	316.3992	0.9528	82,517	0.742	1.9508	0.5038	0.7067	0.0057	0.0029	0.4994	0.9742	1
57,739	1,851.574	438.8182	261.1837	0.8036	271.1376	0.717	80,524	0.5507	1.6801	0.2116	0.6179	0.0076	0.0045	0.3818	0.6414	1
73,332	1,996.526	460.3441	234.4784	0.8606	305.5638	0.872	84,093	0.7132	1.9633	0.2312	0.6638	0.0063	0.0032	0.4406	0.865	1
79,748	1,159.564	476.2189	216.48	0.8907	318.6508	0.9815	81,252	0.7853	2.1998	0.7453	0.6691	0.006	0.0027	0.4477	0.9849	1
92,442	1,264.097	525.7289	224.7688	0.904	343.0755	0.989	93,467	0.7268	2.339	0.727	0.6526	0.0057	0.0024	0.4258	0.9961	1
83,537	1,198.3879	441.7863	243.1447	0.8349	326.1328	0.986	84,719	0.7631	1.817	0.731	0.7382	0.0053	0.0029	0.545	0.9902	0
93,216	1,195.726	460.1476	264.2506	0.8187	344.5088	0.9568	97,428	0.6619	1.7413	0.8193	0.7487	0.0049	0.0028	0.5605	0.9761	0
58,424	1,753.005	397.4376	192.0517	0.8755	272.7412	0.9236	63,260	0.6785	2.0694	0.2389	0.6862	0.0068	0.0033	0.4709	0.9746	1
77,915	1,232.812	446.3859	225.7818	0.8627	314.9674	0.9447	82,480	0.7238	1.9771	0.6442	0.7056	0.0057	0.0029	0.4979	0.9843	1
93,361	1,255.563	499.7482	239.8518	0.8773	344.7766	0.9859	94,692	0.7139	2.0836	0.7442	0.6899	0.0054	0.0026	0.476	0.9917	0
84,008	1,320.6689	443.6006	244.3152	0.8347	327.0509	0.9639	87,157	0.6253	1.8157	0.6053	0.7373	0.0053	0.0029	0.5436	0.9869	0
82,820	1,174.056	435.3692	252.6396	0.8144	324.7302	0.9494	87,230	0.7285	1.7233	0.755	0.7459	0.0053	0.0031	0.5563	0.9587	0
66,501	1,048.34	393.584	217.5908	0.8333	290.984	0.9775	68,034	0.7657	1.8088	0.7604	0.7393	0.0059	0.0033	0.5466	0.9887	1
109,620	1,279.4301	470.0632	297.6283	0.774	373.5941	0.9911	110,603	0.7697	1.5794	0.8415	0.7948	0.0043	0.0027	0.6317	0.9976	0
74,489	1,542.876	458.9898	213.1344	0.8856	307.9648	0.922	80,788	0.6838	2.1535	0.3932	0.671	0.0062	0.0029	0.4502	0.9695	1
61,791	1,528.2679	414.7242	207.9009	0.8653	280.4902	0.893	69,194	0.6591	1.9948	0.3325	0.6763	0.0067	0.0034	0.4574	0.9125	1
82,517	1,370.949	469.2751	228.7756	0.8731	324.1356	0.9557	86,344	0.7855	2.0512	0.5517	0.6907	0.0057	0.0028	0.4771	0.9786	1
89,942	2,181.834	479.6725	256.4371	0.8451	338.4047	0.8696	103,425	0.6664	1.8705	0.2374	0.7055	0.0053	0.0029	0.4977	0.931	1
88,112	1,407.214	489.6051	232.5974	0.8799	334.9443	0.9714	90,707	0.5915	2.1049	0.5591	0.6841	0.0056	0.0026	0.468	0.9851	1
80,345	1,748.5389	430.1092	264.7543	0.7881	319.8412	0.9066	88,619	0.7165	1.6246	0.3302	0.7436	0.0054	0.0033	0.553	0.8984	0
87,261	1,869.391	422.0787	274.8778	0.7589	333.3229	0.9282	94,010	0.7485	1.5355	0.3138	0.7897	0.0048	0.0032	0.6237	0.9576	0
92,905	1,646.5291	457.856	266.942	0.8125	343.9336	0.9448	98,338	0.7177	1.7152	0.4306	0.7512	0.0049	0.0029	0.5643	0.9678	1
70,339	2,256.5071	440.0393	224.3003	0.8603	299.2631	0.8635	81,461	0.6115	1.9618	0.1736	0.6801	0.0063	0.0032	0.4625	0.9074	1
87,705	1,125.983	402.5046	280.5471	0.7171	334.1698	0.9825	89,269	0.765	1.4347	0.8693	0.8302	0.0046	0.0032	0.6893	0.9889	0
72,454	1,702.651	425.6766	233.8794	0.8355	303.729	0.9234	78,464	0.6792	1.8201	0.3141	0.7135	0.0059	0.0032	0.5091	0.9266	1
92,515	1,173.646	425.3494	277.5416	0.7578	343.2109	0.9897	93,476	0.7812	1.5326	0.844	0.8069	0.0046	0.003	0.6511	0.9978	0
84,672	1,334.7111	489.0739	221.9485	0.8911	328.3409	0.9719	87,123	0.7397	2.2035	0.5973	0.6714	0.0058	0.0026	0.4507	0.9932	1
76,212	1,184.293	457.3364	219.2388	0.8776	311.5062	0.9665	78,850	0.7664	2.086	0.6828	0.6811	0.006	0.0029	0.4639	0.9678	1
88,204	1,245.297	493.2088	241.7178	0.8717	335.1191	0.9444	93,394	0.75	2.0404	0.7147	0.6795	0.0056	0.0027	0.4617	0.942	1
61,458	1,268.522	380.2	216.3935	0.8222	279.7334	0.9132	67,303	0.7291	1.757	0.4799	0.7358	0.0062	0.0035	0.5413	0.9511	1
70,937	1,640.005	460.0704	207.4556	0.8926	300.5325	0.8903	79,679	0.6278	2.2177	0.3314	0.6532	0.0065	0.0029	0.4267	0.9463	1
73,158	1,987.899	474.9973	274.9922	0.8154	305.201	0.7669	95,394	0.5925	1.7273	0.2326	0.6425	0.0065	0.0038	0.4128	0.7131	0
76,885	1,219.3051	456.002	225.5101	0.8692	312.8786	0.9461	81,269	0.7206	2.0221	0.6499	0.6861	0.0059	0.0029	0.4708	0.952	1
65,688	1,333.7	394.94	216.5538	0.8363	289.1999	0.9664	67,970	0.7766	1.8238	0.4641	0.7323	0.006	0.0033	0.5362	0.9779	1
63,415	1,020.947	392.7634	210.4365	0.8444	284.1522	0.9593	66,105	0.7717	1.8664	0.7645	0.7235	0.0062	0.0033	0.5234	0.9769	1
89,272	1,173.181	460.2551	251.9546	0.8369	337.1419	0.9641	92,598	0.7584	1.8267	0.8151	0.7325	0.0052	0.0028	0.5366	0.9802	0
100,291	1,232.92	471.6781	271.6536	0.8175	357.3436	0.9916	101,143	0.7575	1.7363	0.8291	0.7576	0.0047	0.0027	0.574	0.9966	0
94,554	1,323.192	471.8111	262.4769	0.831	346.9725	0.9611	98,382	0.7936	1.7975	0.6786	0.7354	0.005	0.0028	0.5408	0.9721	0
93,132	1,259.1639	496.3706	240.5346	0.8747	344.3535	0.9786	95,168	0.7822	2.0636	0.7381	0.6937	0.0053	0.0026	0.4813	0.9932	0
75,673	1,377.975	434.4699	237.145	0.8379	310.4027	0.913	82,882	0.7315	1.8321	0.5008	0.7144	0.0057	0.0031	0.5104	0.9351	1
69,853	1,062.259	432.1109	206.9556	0.8778	298.2274	0.9897	70,583	0.7471	2.0879	0.7779	0.6902	0.0062	0.003	0.4763	0.9945	1
79,537	1,439.5129	466.7973	221.2136	0.8806	318.2289	0.9437	84,281	0.7568	2.1102	0.4823	0.6817	0.0059	0.0028	0.4648	0.9807	1
68,787	1,163.197	462.8843	198.0744	0.9038	295.9431	0.9369	73,420	0.6107	2.3369	0.6389	0.6393	0.0067	0.0029	0.4088	0.9552	1
78,094	1,268.458	446.7252	225.9483	0.8627	315.329	0.9691	80,585	0.7611	1.9771	0.6099	0.7059	0.0057	0.0029	0.4982	0.9851	1
71,781	1,026.9139	392.7477	233.8112	0.8035	302.3151	0.9909	72,443	0.79	1.6798	0.8554	0.7697	0.0055	0.0033	0.5925	0.9953	0
63,515	1,478.395	410.2706	212.8321	0.8549	284.3762	0.9108	69,736	0.7212	1.9277	0.3652	0.6931	0.0065	0.0034	0.4804	0.9261	1
82,682	1,857.931	492.8098	225.1568	0.8895	324.4595	0.906	91,262	0.6516	2.1887	0.301	0.6584	0.006	0.0027	0.4335	0.9488	1
61,736	1,824.9041	400.7006	246.4584	0.7885	280.3653	0.787	78,445	0.6199	1.6258	0.233	0.6997	0.0065	0.004	0.4896	0.7959	1
68,312	1,098.521	421.1809	209.7073	0.8672	294.9196	0.9767	69,943	0.7857	2.0084	0.7114	0.7002	0.0062	0.0031	0.4903	0.9847	1
73,700	1,140.452	420.0525	224.3072	0.8455	306.3295	0.9851	74,814	0.6485	1.8727	0.7121	0.7293	0.0057	0.003	0.5318	0.9959	0
71,848	1,138.556	462.0606	206.0044	0.8951	302.4561	0.9411	76,343	0.7149	2.243	0.6965	0.6546	0.0064	0.0029	0.4285	0.9611	1
77,018	1,966.579	473.3199	217.8002	0.8878	313.1491	0.9188	83,824	0.721	2.1732	0.2503	0.6616	0.0061	0.0028	0.4377	0.9512	1
78,556	1,682.809	470.528	216.9232	0.8874	316.2603	0.9645	81,448	0.7495	2.1691	0.3486	0.6721	0.006	0.0028	0.4518	0.9799	1
106,514	1,405.6541	473.1535	291.6611	0.7874	368.2633	0.9651	110,364	0.7885	1.6223	0.6774	0.7783	0.0044	0.0027	0.6058	0.9827	0
101,876	1,222.046	457.9877	287.4138	0.7786	360.1563	0.9717	104,838	0.7254	1.5935	0.8572	0.7864	0.0045	0.0028	0.6184	0.9854	0
65,313	1,188.033	447.5455	188.3187	0.9072	288.3732	0.9602	68,022	0.6756	2.3765	0.5815	0.6443	0.0069	0.0029	0.4152	0.9867	1
75,086	1,279.359	390.0158	248.5963	0.7705	309.1965	0.958	78,380	0.749	1.5689	0.5765	0.7928	0.0052	0.0033	0.6285	0.986	0
59,527	1,044.668	385.8158	202.828	0.8507	275.3037	0.9436	63,084	0.7506	1.9022	0.6854	0.7136	0.0065	0.0034	0.5092	0.9685	1
98,975	1,931.709	428.8033	317.9884	0.6709	354.9914	0.8973	110,303	0.6985	1.3485	0.3333	0.8279	0.0043	0.0032	0.6854	0.9242	0
89,097	1,200.679	439.743	262.8702	0.8017	336.8112	0.9637	92,450	0.7836	1.6729	0.7766	0.7659	0.0049	0.003	0.5866	0.9814	0
73,198	1,166.658	450.2952	232.6949	0.8561	305.2844	0.8942	81,857	0.6921	1.9351	0.6758	0.678	0.0062	0.0032	0.4596	0.8895	0
76,311	2,461.9441	472.1855	268.5271	0.8226	311.7085	0.7846	97,265	0.6352	1.7584	0.1582	0.6601	0.0062	0.0035	0.4358	0.7663	0
80,147	1,168.076	480.6037	214.6958	0.8947	319.4469	0.9809	81,709	0.767	2.2385	0.7382	0.6647	0.006	0.0027	0.4418	0.989	1
62,848	1,955.826	447.4117	218.4633	0.8727	282.8791	0.8199	76,656	0.6512	2.048	0.2065	0.6323	0.0071	0.0035	0.3997	0.8187	1
93,607	1,272.7	449.7164	268.5431	0.8021	345.2306	0.9649	97,009	0.7786	1.6747	0.7262	0.7677	0.0048	0.0029	0.5893	0.9869	1
81,164	1,267.274	500.2964	209.6921	0.9079	321.4673	0.9709	83,598	0.6931	2.3859	0.6351	0.6426	0.0062	0.0026	0.4129	0.9851	1
67,549	1,263.192	431.1825	213.6102	0.8687	293.2679	0.9117	74,089	0.6853	2.0185	0.532	0.6801	0.0064	0.0032	0.4626	0.9338	1
72,577	1,765.828	503.3036	194.4765	0.9223	303.9867	0.8879	81,744	0.7244	2.588	0.2925	0.604	0.0069	0.0027	0.3648	0.9441	1
77,192	1,093.131	422.2624	233.0771	0.8339	313.5027	0.9862	78,274	0.7788	1.8117	0.8118	0.7424	0.0055	0.003	0.5512	0.9986	0