id,Area,Roundness,AspectRation,Class
1,4537,0.7645096145,1.440795615,1
2,2872,0.8316582009,1.453136582,1
3,3048,0.8684335737,1.465950153,1
4,3073,0.8702031163,1.48345605,1
5,3693,0.8747432792,1.51000024,1
6,2990,0.798439143,1.519341968,1
7,3556,0.8671477822,1.521727227,1
8,3788,0.8584727903,1.540486631,1
9,2629,0.7685941985,1.542057903,1
10,5719,0.9047483132,1.547183245,1
11,2665,0.8170446174,1.547535657,1
12,3231,0.8483193583,1.550094178,1
13,2805,0.8006386387,1.564652561,1
14,3265,0.7902846518,1.580189539,1
15,4301,0.8144491728,1.586608465,1
16,3393,0.8460948855,1.587462159,1
17,3475,0.8917055506,1.590134084,1
18,4577,0.8561983771,1.618982021,1
19,3028,0.849296679,1.653079386,1
20,3552,0.8284193098,1.65543321,1
21,3852,0.8030322832,1.668112772,1
22,3163,0.8110213549,1.675639128,1
23,3910,0.770521464,1.680039305,1
24,3505,0.8395760615,1.683373724,1
25,2647,0.8267196097,1.686592141,1
26,3606,0.8724168976,1.688196232,1
27,4136,0.84989101,1.697250688,1
28,3951,0.8135991098,1.699226473,1
29,3867,0.8414383021,1.700643731,1
30,3177,0.8273956965,1.706977459,1
31,3987,0.8632337613,1.713914209,1
32,4038,0.8503064362,1.724885488,1
33,3426,0.7934308459,1.727032232,1
34,3938,0.8707456047,1.736015342,1
35,3636,0.824662357,1.747523281,1
36,2965,0.8102573226,1.75100193,1
37,3335,0.793697097,1.751274152,1
38,3277,0.7952191342,1.760099997,1
39,3446,0.8196502263,1.760210118,1
40,3697,0.8684440559,1.763640445,1
41,2953,0.8077462734,1.763657239,1
42,3670,0.8313209266,1.778399476,1
43,3415,0.7915764255,1.778595478,1
44,3860,0.8225055488,1.780898286,1
45,3271,0.7991551756,1.781414606,1
46,3657,0.8389356829,1.782283909,1
47,3494,0.8451125299,1.782779486,1
48,3899,0.8475194244,1.788527458,1
49,2522,0.8165003218,1.798166796,1
50,3812,0.8037951092,1.799959097,1
51,3210,0.7866017419,1.802645,1
52,5425,0.7964398685,1.802893047,1
53,3293,0.8368304691,1.804012341,1
54,4935,0.7366697328,1.805565702,1
55,3869,0.7877846379,1.808158955,1
56,3900,0.8742429289,1.812313365,1
57,4571,0.8428050116,1.815781338,1
58,3746,0.8217639092,1.817608766,1
59,4607,0.8010143618,1.826251811,1
60,3466,0.8378032902,1.830091344,1
61,4294,0.8317971432,1.833137796,1
62,3992,0.8475934313,1.833740148,1
63,4404,0.8154582075,1.837898676,1
64,4399,0.835203461,1.838250957,1
65,4042,0.8152338661,1.840286422,1
66,3733,0.8507633711,1.840560518,1
67,3871,0.8438600387,1.84134338,1
68,4126,0.8095378602,1.846730754,1
69,3886,0.7740952814,1.850139146,1
70,3931,0.8430483773,1.851541036,1
71,3850,0.8296686159,1.853012623,1
72,4676,0.7826382167,1.853650857,1
73,3764,0.7873077132,1.8537631,1
74,3668,0.804545396,1.854013623,1
75,4425,0.7810635651,1.855220886,1
76,4483,0.7778566427,1.859079722,1
77,4196,0.8444528329,1.863828568,1
78,4409,0.7984344786,1.875782413,1
79,4702,0.8404385215,1.877694599,1
80,4893,0.8501589212,1.878050455,1
81,4108,0.782098362,1.880645909,1
82,3797,0.8465354078,1.883101662,1
83,3663,0.8640922705,1.884341011,1
84,3502,0.7605534256,1.886439592,1
85,3866,0.7906007149,1.88785243,1
86,4181,0.8336227921,1.88870019,1
87,3730,0.8358101034,1.888832212,1
88,3810,0.8042956236,1.896722072,1
89,4623,0.8294871322,1.898185373,1
90,4472,0.74588395,1.901437269,1
91,3951,0.7708343106,1.906046537,1
92,4621,0.7539157765,1.90661938,1
93,4709,0.8410742143,1.906817334,1
94,4581,0.8122421728,1.907783994,1
95,3243,0.7423433479,1.910787598,1
96,4357,0.8053946714,1.911224709,1
97,4566,0.7705075425,1.91282581,1
98,3554,0.8031818784,1.916971463,1
99,4686,0.7974645733,1.918080969,1
100,3972,0.7770302741,1.91909264,1
101,4019,0.7932072089,1.920943046,1
102,4754,0.8120822131,1.92591221,1
103,4608,0.8248808254,1.928716161,1
104,3878,0.8152587481,1.930818309,1
105,4404,0.767705186,1.931058138,1
106,3609,0.8145817869,1.935698552,1
107,4493,0.8029848144,1.938606424,1
108,4626,0.7813595858,1.93890281,1
109,4355,0.8279304777,1.946440108,1
110,3448,0.7745290443,1.94688595,1
111,4459,0.8061725845,1.950330173,1
112,4105,0.7954167542,1.952970432,1
113,3992,0.7591566317,1.958254629,1
114,4083,0.7984676064,1.958395654,1
115,5037,0.782646035,1.962802744,1
116,3536,0.7873108514,1.96817911,1
117,5011,0.7808505724,1.972737596,1
118,3829,0.7401047923,1.973088027,1
119,4388,0.7953862218,1.975266097,1
120,4684,0.7822005895,1.976679441,1
121,4319,0.8239876148,1.976932348,1
122,5784,0.7970166706,1.978690245,1
123,4126,0.7924129964,1.978891282,1
124,3803,0.7861556881,1.978953101,1
125,3982,0.8415291454,1.983874746,1
126,4408,0.7930906933,1.983960139,1
127,3495,0.7586735929,1.984260147,1
128,4371,0.8348057954,1.986325767,1
129,4039,0.8004756387,1.986499144,1
130,5472,0.7868860267,1.986632846,1
131,2985,0.7393919723,1.995374027,1
132,4733,0.8362939626,1.995664532,1
133,3772,0.7578113588,1.996392202,1
134,3661,0.8084658402,1.997707221,1
135,4837,0.8016373371,1.9980862,1
136,3141,0.7928891533,2.000380768,1
137,4194,0.7997409481,2.001146508,1
138,4199,0.8129348749,2.001516019,1
139,3957,0.7764284644,2.003259365,1
140,4994,0.7712495363,2.005042746,1
141,3937,0.7518293439,2.006531105,1
142,4245,0.7833268258,2.007892171,1
143,5273,0.805732935,2.008504397,1
144,3641,0.7842332055,2.011060749,1
145,4715,0.8160906625,2.011183955,1
146,4896,0.731760731,2.01270268,1
147,4236,0.782091577,2.012776022,1
148,4535,0.757257729,2.013836657,1
149,4976,0.8141674763,2.014703498,1
150,4234,0.7886416351,2.014789001,1
151,4296,0.8022395297,2.016956794,1
152,4649,0.7803160838,2.018840896,1
153,3791,0.8054395213,2.021275625,1
154,4955,0.7403286921,2.023376728,1
155,4996,0.7514626184,2.027951335,1
156,5166,0.788992229,2.029096926,1
157,4889,0.8167678301,2.029729291,1
158,4379,0.7914746645,2.030404595,1
159,6374,0.8090025457,2.032184299,1
160,4881,0.8082483544,2.033637817,1
161,4840,0.8077922335,2.039549572,1
162,4324,0.7917095883,2.041790482,1
163,4098,0.8055649481,2.045159464,1
164,4398,0.8095049548,2.047817202,1
165,4438,0.8157181779,2.048368308,1
166,4342,0.7683470106,2.049992068,1
167,4076,0.7820885889,2.050361589,1
168,3673,0.7931076753,2.05259056,1
169,5086,0.7110731355,2.056203409,1
170,4582,0.7927115404,2.057247083,1
171,4444,0.7930487855,2.059366454,1
172,4515,0.79633467,2.062514909,1
173,3320,0.1745901779,2.063055118,1
174,3821,0.8272172099,2.063136708,1
175,4117,0.7494254239,2.063481892,1
176,4080,0.8176355264,2.064307142,1
177,5358,0.8169312685,2.066397837,1
178,4429,0.7264860935,2.067587589,1
179,4814,0.7951896888,2.0678626,1
180,4575,0.7849164151,2.068723061,1
181,4173,0.7898489,2.069011284,1
182,4837,0.7641739992,2.069290354,1
183,5056,0.7884401908,2.070935285,1
184,4771,0.7649672172,2.071131797,1
185,4158,0.7397011451,2.071210372,1
186,3832,0.7849073902,2.071483926,1
187,6946,0.760508352,2.073422024,1
188,4188,0.7701738283,2.074970421,1
189,5672,0.812290673,2.075068371,1
190,4952,0.799324168,2.078458874,1
191,4213,0.7582356534,2.078462475,1
192,3467,0.7562749218,2.078660032,1
193,3860,0.8022670715,2.080344263,1
194,5077,0.7659391664,2.08232503,1
195,3744,0.802261185,2.086528594,1
196,4374,0.7619192817,2.087475392,1
197,4562,0.738493716,2.090898855,1
198,4375,0.8026030821,2.093760238,1
199,4298,0.8034614415,2.097097749,1
200,3206,0.7884391876,2.099186519,1
201,4515,0.7681093334,2.099847143,1
202,3503,0.7623607575,2.100274369,1
203,4819,0.7903890132,2.100666294,1
204,5206,0.7918295532,2.102246978,1
205,4139,0.7519583625,2.104916927,1
206,4108,0.7537538348,2.104926204,1
207,4107,0.7862844852,2.104945153,1
208,5786,0.7699311076,2.105707298,1
209,5116,0.7702048198,2.105843517,1
210,5276,0.7730003766,2.107114975,1
211,4275,0.772243853,2.107740189,1
212,3716,0.8150193165,2.109368773,1
213,5197,0.7770700271,2.110508466,1
214,4043,0.737621708,2.113900842,1
215,3709,0.8056229061,2.11410263,1
216,5278,0.7940658434,2.118581367,1
217,4506,0.8067922591,2.121543339,1
218,4148,0.8009345919,2.122124407,1
219,5896,0.7746554871,2.122443312,1
220,4203,0.8115990445,2.123595479,1
221,3910,0.7279165304,2.124837558,1
222,4846,0.7287796603,2.126628263,1
223,3302,0.7595138851,2.128536971,1
224,4449,0.7716073797,2.131495771,1
225,4347,0.8067795417,2.132348203,1
226,4381,0.7711395272,2.133619661,1
227,4170,0.7730674899,2.133648387,1
228,6082,0.8051113855,2.136813669,1
229,5361,0.7806857745,2.143551574,1
230,4506,0.8126959634,2.149283251,1
231,5623,0.769410253,2.1525715,1
232,4390,0.719438986,2.153467052,1
233,4542,0.7116767274,2.156809452,1
234,5642,0.7778770628,2.162216624,1
235,4466,0.8031492159,2.163122241,1
236,4707,0.747240192,2.166889345,1
237,4925,0.7868852497,2.168974314,1
238,2656,0.7737087129,2.169265121,1
239,3215,0.7589099349,2.176712075,1
240,5188,0.7454610198,2.177474846,1
241,5366,0.7538363509,2.180490204,1
242,3735,0.7987486857,2.18073856,1
243,6063,0.7758487299,2.181716211,1
244,5443,0.8047331639,2.182483784,1
245,4118,0.7915386339,2.185158479,1
246,4886,0.7759047733,2.189798059,1
247,5083,0.778849783,2.190441243,1
248,4432,0.7593439315,2.190608013,1
249,5020,0.7723109127,2.190733345,1
250,4035,0.7587910993,2.193132409,1
251,5781,0.7240409563,2.194065664,1
252,4176,0.7742273965,2.194088445,1
253,4555,0.7321587756,2.194158073,1
254,4141,0.7669604996,2.19787742,1
255,5273,0.7230306595,2.201445593,1
256,5371,0.7645726947,2.204012677,1
257,6332,0.7360203025,2.205909669,1
258,5595,0.7643778475,2.206428166,1
259,4664,0.7319087198,2.207128755,1
260,5762,0.7406081163,2.208922,1
261,4249,0.780418169,2.209335313,1
262,4544,0.7176044474,2.209733911,1
263,4204,0.705696824,2.212887655,1
264,5258,0.7465308283,2.213027428,1
265,3379,0.7521955734,2.218493122,1
266,5580,0.7209454954,2.219625409,1
267,5753,0.7497552037,2.220305672,1
268,5471,0.6618486125,2.221112029,1
269,4881,0.6858805467,2.221394586,1
270,5576,0.7674448696,2.222421679,1
271,5349,0.7566761371,2.224151651,1
272,4417,0.7005648611,2.226197042,1
273,4802,0.7750286732,2.226576302,1
274,5008,0.7721118419,2.236573722,1
275,5350,0.7735441695,2.239398401,1
276,5254,0.7194839286,2.239575732,1
277,4460,0.7817296202,2.251276639,1
278,5526,0.7607293431,2.252512709,1
279,3882,0.7854598832,2.256540017,1
280,4954,0.7710558378,2.257982635,1
281,6083,0.75960905,2.260137337,1
282,4999,0.6181315297,2.263187001,1
283,3662,0.7283718394,2.264349408,1
284,4812,0.7507289363,2.266611124,1
285,4657,0.7244371605,2.267386283,1
286,5250,0.776656761,2.267430923,1
287,5347,0.7476383297,2.267500333,1
288,5985,0.7499033931,2.267748924,1
289,4881,0.7795660915,2.267809234,1
290,5667,0.7611734491,2.267963643,1
291,5555,0.6750187953,2.269278355,1
292,6776,0.749637485,2.269768294,1
293,5110,0.7770874202,2.274378701,1
294,5117,0.7462202486,2.275694235,1
295,5138,0.730784721,2.275694736,1
296,4179,0.2612973889,2.277530842,1
297,4023,0.7359287959,2.277961715,1
298,6213,0.7630076582,2.278028913,1
299,5680,0.6983409244,2.280405651,1
300,5259,0.7438996992,2.289417954,1
301,5442,0.7732164345,2.290839165,1
302,4196,0.7528949217,2.290891123,1
303,3638,0.7787305979,2.292288889,1
304,5256,0.7698545564,2.293674225,1
305,5374,0.7502419125,2.29600804,1
306,6136,0.6429395864,2.296663622,1
307,5228,0.7536276166,2.296678136,1
308,6083,0.757482389,2.301912694,1
309,5124,0.6772000714,2.303090322,1
310,4337,0.7510105164,2.303176396,1
311,6171,0.7514324624,2.310141398,1
312,6623,0.7128030963,2.3101934,1
313,5862,0.7098055761,2.313677987,1
314,5089,0.7430884671,2.315378484,1
315,5791,0.7242366952,2.315696898,1
316,4722,0.7637199566,2.316139432,1
317,4019,0.7617643234,2.316815562,1
318,5455,0.7277315776,2.317059217,1
319,4873,0.7610016213,2.318696496,1
320,5555,0.7488008883,2.31916698,1
321,4555,0.7137640778,2.319773635,1
322,6375,0.7288384675,2.32003701,1
323,3991,0.7357231847,2.321408831,1
324,5267,0.7543463925,2.321467942,1
325,6381,0.696051965,2.322013197,1
326,3799,0.7271873642,2.324667319,1
327,4491,0.2992976235,2.325960705,1
328,5633,0.7600965934,2.327760214,1
329,4335,0.6941624536,2.328205903,1
330,5263,0.7729262255,2.328431431,1
331,3571,0.72233116,2.328599738,1
332,5447,0.7086750457,2.330191507,1
333,5559,0.7366387877,2.330281955,1
334,6717,0.6762928809,2.333437182,1
335,4745,0.7683768546,2.334138503,1
336,5086,0.7424023833,2.335253858,1
337,5427,0.754745273,2.335628859,1
338,5601,0.738745817,2.33685187,1
339,5230,0.756291127,2.33754228,1
340,6601,0.6874640345,2.338244708,1
341,5369,0.6985584221,2.338613257,1
342,6659,0.6714145257,2.338701684,1
343,4761,0.7452859297,2.340134912,1
344,4808,0.7290703529,2.341081542,1
345,3992,0.7394548377,2.343769511,1
346,5068,0.7671842141,2.344116298,1
347,4393,0.7640053185,2.344470053,1
348,4737,0.7567884344,2.346848427,1
349,5229,0.7695000157,2.348029651,1
350,5047,0.7453723669,2.35103612,1
351,5204,0.765946823,2.35137349,1
352,4262,0.7618443544,2.35151575,1
353,5172,0.6954640118,2.352551509,1
354,5910,0.7187780463,2.352695003,1
355,6829,0.6717750298,2.353714728,1
356,4425,0.7623668751,2.354513601,1
357,4634,0.7504075676,2.355443876,1
358,4394,0.7304241183,2.357315927,1
359,5497,0.7303380171,2.357702973,1
360,5230,0.7446664688,2.358140757,1
361,6349,0.7120199842,2.362199074,1
362,5655,0.76667865,2.363434967,1
363,7074,0.7394897568,2.365004953,1
364,4726,0.7727997909,2.365597637,1
365,5973,0.7225730637,2.365691672,1
366,7022,0.6732915466,2.366252847,1
367,7112,0.7183669863,2.367534178,1
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