testing_data.csv

,Area,Perimeter,MajorAxisLength,MinorAxisLength,AspectRation,Eccentricity,ConvexArea,EquivDiameter,Extent,Solidity,roundness,Compactness,ShapeFactor1,ShapeFactor2,ShapeFactor3,ShapeFactor4,Class
9122,46281,792.617,291.0355095687828,202.73641795509405,1.4355364098089516,0.7174561035033079,46737,242.74842815122008,0.7202595866533864,0.990243276205148,0.9257331857459655,0.8340852582246475,0.006288444708817502,0.001877434487276076,0.6956982179876772,0.9987001221605154,6
10906,28332,629.269,239.29036541669637,151.50772115776502,1.5793938657919835,0.7740256109705618,28668,189.9300470737493,0.7998870694522868,0.9882796149016325,0.899113300810749,0.7937220821365214,0.00844593976481351,0.002067766973265825,0.629994743671135,0.9950098336353834,3
6434,53533,920.493,375.5002367487007,182.42007500609387,2.0584370263862506,0.8740669481076244,54205,261.0753388359526,0.6056043259876013,0.987602619684531,0.7939450870316421,0.6952734333711602,0.00701436939362077,0.0010110926108521253,0.4834051471517211,0.9950590536427968,4
13090,37630,718.8870000000001,271.01139520709677,177.07885886311468,1.5304559615249933,0.7570127978988407,38038,218.88810855865188,0.7644179007455258,0.9892738840107261,0.9150036407703046,0.8076712360798917,0.007202003593066616,0.001890477714973521,0.6523328255908202,0.9983666618239144,3
9967,53184,879.1519999999999,336.76547393075765,202.4573120554975,1.6633900278121032,0.799112199098553,53971,260.22292740493657,0.7895252516255455,0.9854180949028182,0.8646949546415044,0.7727126072859862,0.0063320824671096124,0.0013925099832635174,0.5970847734587068,0.9931848579296616,6
13524,40996,737.6450000000001,264.54501454269075,197.5549907930342,1.3390955777970588,0.6650793614696838,41377,228.46822180767882,0.7641094460597927,0.9907919858858786,0.9467962792221235,0.8636270171359057,0.006452946983673791,0.0022143320192227842,0.745851624727062,0.9987666123647602,3
12000,32593,667.6189999999999,252.50947729205328,164.74149709611638,1.5327618222670987,0.75786011062107,32950,203.71228848931318,0.7458352402745996,0.9891654021244309,0.9189181399446343,0.8067510600946629,0.007747353029547857,0.002024376503883969,0.6508472729638624,0.9975938521256614,3
5501,33006,710.4960000000001,283.0203846998961,149.62371856555887,1.8915475929432164,0.84882891532034,33354,204.99888881047326,0.6354762317333795,0.9895664687893506,0.8216360477301875,0.7243255252721325,0.008574816236438711,0.0014559274841805731,0.5246474665607507,0.9923956525167446,4
4654,74445,1041.6739999999998,399.2665302070054,239.45248832054273,1.6674144128021249,0.8002017302361726,75261,307.87386688026834,0.8209819360815193,0.9891577310957866,0.8621478500072516,0.7710986110472289,0.00536324172485735,0.0011696254712402438,0.5945930679589656,0.9914330512670125,2
9564,48836,844.9399999999999,314.37031678780664,198.4752855009191,1.5839267644552693,0.7755042704764183,49455,249.35903113119124,0.7066927139859633,0.9874835709230614,0.8596035657432697,0.7932015772961903,0.006437265885572255,0.0015718658798956073,0.6291687422251642,0.9965572101690958,6
3102,78739,1122.368,394.8395595161527,254.73696276826524,1.5499892721706785,0.7640426347796505,80486,316.6285023697361,0.7165908263560248,0.9782943617523544,0.7854692848435321,0.8019168665818122,0.005014536119536096,0.0012791689784862406,0.6430706609083919,0.9967526256557157,0
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7842,40242,755.512,282.0370656351897,182.0451325935095,1.5492700168202425,0.7637896154370617,40729,226.35747338939888,0.805548883017055,0.9880429178226816,0.8859448486233898,0.8025805859226621,0.0070085250642410845,0.0017937462001484852,0.6441355968999636,0.9979399670437235,6
9871,51421,860.0509999999999,318.0998867069406,207.38100523007714,1.5338911408690845,0.7582733533804603,52370,255.87350513452307,0.691281844457888,0.9818789383234676,0.8735785705470213,0.8043810005196717,0.0061861863189541354,0.0015975335034894365,0.647028793997028,0.9924717349992489,6
10822,27993,615.568,227.03316569485523,157.18753277249726,1.4443458822109503,0.7215570964253474,28289,188.79034555763545,0.7405555555555555,0.9895365689844109,0.9283403724900141,0.8315540374016536,0.008110354934978574,0.0023921121090183586,0.6914821171189908,0.9987393484833242,3
2034,45012,854.1659999999999,299.2873978506231,192.1275180324174,1.5577539381949688,0.7667465770399208,45841,239.3972814958832,0.779820169435734,0.981915752274165,0.7752711330292471,0.7998909516910846,0.006649057981218855,0.001679047642421271,0.6398255345972692,0.9966907462765974,0
291,35083,687.873,229.64987565652868,194.93395000891897,1.1780907104484433,0.5286641771134221,35513,211.35056883752102,0.7676133380010502,0.9878917579477937,0.9317299615288824,0.9203164958539901,0.00654590188001393,0.0028966637179915706,0.8469824525409675,0.9978221592513533,5
12203,33347,666.275,241.31153083913122,176.28315928543745,1.3688858982178775,0.682890149847818,33663,206.05513606382993,0.73175923284545,0.9906128390220718,0.9439730544941606,0.8538967671677292,0.007236379009779927,0.00237313555051975,0.7291396889794992,0.9981090380750056,3
10096,22309,556.9649999999999,198.7999603050897,144.13748608531355,1.379238432030249,0.6887090727770516,22620,168.5369425482044,0.7425442684063374,0.9862511052166224,0.9037205502449169,0.847771510062467,0.008911199977815667,0.0028394303719687965,0.7187165332735954,0.99128146442649,3
3787,197245,1702.646,642.0772452834813,396.08539008371923,1.6210576339303189,0.7870562678196366,200777,501.13883705145736,0.802082825029685,0.9824083435851716,0.8550020226620267,0.7804961797551342,0.003255226978039906,0.0007451507889569596,0.6091742866123587,0.9875066277070202,1
9992,53711,879.517,328.570280211708,208.81084895220528,1.5735306946954393,0.7720897555503315,54301,261.50902314694673,0.7148028373324816,0.9891346384044493,0.8725385538326974,0.7958998086450435,0.006117374098633576,0.0015141831318819124,0.6334565054012169,0.9967632550033222,6
8898,45240,800.8689999999999,299.97968481975187,192.48312470873648,1.5584726467511274,0.7669943385023308,45658,240.00282707463836,0.7187112763320942,0.9908449778790135,0.8863586627584619,0.8000636017030565,0.006630850681250041,0.0016758959937928778,0.6401017667700668,0.997581094648219,6
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