LIDC dataset with full annotations.csv

"","X","InstanceID","noduleID","markov1","markov2","markov3","markov4","markov5","MinIntensity","MaxIntensity","MeanIntensity","SDIntensity","MinIntensityBG","MaxIntensityBG","MeanIntensityBG","SDIntensityBG","IntensityDifference","gabormean_0_0","gaborSD_0_0","gabormean_0_1","gaborSD_0_1","gabormean_0_2","gaborSD_0_2","gabormean_1_0","gaborSD_1_0","gabormean_1_1","gaborSD_1_1","gabormean_1_2","gaborSD_1_2","gabormean_2_0","gaborSD_2_0","gabormean_2_1","gaborSD_2_1","gabormean_2_2","gaborSD_2_2","gabormean_3_0","gaborSD_3_0","gabormean_3_1","gaborSD_3_1","gabormean_3_2","gaborSD_3_2","Contrast","Correlation","Energy","Homogeneity","Entropy","thirdordermoment","Inversevariance","Sumaverage","Variance","Clustertendency","MaxProbability","Circularity","Roughness","Elongation","Compactness","Eccentricity","Solidity","Extent","RadialDistanceSD","SecondMoment","Area","ConvexArea","Perimeter","ConvexPerimeter","EquivDiameter","MajorAxisLength","MinorAxisLength","Malignancy_1","Malignancy_2","Malignancy_3","Malignancy_4"
"1",1,1153,703,0.047094464334894,0.00176242509693338,0.000554246917001524,0.000413907284768212,0.127026230474506,0.678556323135486,0.616883116883117,0.630537754249095,0.395302679457493,0.67038455135675,0.515221626887482,0.724458204334365,0.387224517906336,0.22039072039072,0.78284430346286,0.884936708860759,0.752980316052121,0.89269224645757,0.623747552689163,0.631554416219995,0.751515933427945,0.602307978657402,0.864166244298023,0.61296905112799,0.656262791649611,0.683795383366199,0.82648401826484,0.726132024004364,0.612442922374429,0.844123285651084,0.559744845654403,0.548230955399332,0.77417164584465,0.707852340479513,0.684547638110488,0.791086016338299,0.802314130969966,0.956370790417776,0.288407163053723,0,0.801104972375691,0.0196078431372549,0.0564277588168373,0.479823455233291,0,0.452038891307503,0.17551912568306,0.125248093596574,0.305010893246187,0.842857142857143,0.891689168916892,0.105924220221897,0.0487897725470291,0.53115987460815,0.867118644067797,0.725576289791438,0.0542808247628225,0.0454042081949058,0.65365025466893,0.676567656765677,0.0164250332089562,0.0193678007169082,0.0207458376315668,0.024125908251775,0.0487824224637106,1,1,1,1
"2",2,1173,720,0.0776645552189479,0.0158618258724004,0.000415685187751143,0.000275938189845475,0.179781903919835,0.697025236148315,0.419229892914103,0.539843967679019,0.263865916859632,0.683868819710338,0.402338041889917,0.595234890294791,0.0957300275482094,0.248717948717949,0.479249273063706,0.612784810126582,0.398946492930413,0.621079445948097,0.607508925486583,0.707410859939408,0.587666107599019,0.782231046035488,0.865940192600101,0.695386010656388,0.488027015963979,0.692959053474075,0.589401586157174,0.776050190943808,0.685359589041096,0.754460993953694,0.593575578084064,0.710844762014521,0.67368278109723,0.800456678929342,0.663845362003889,0.769461797212878,0.604874446085672,0.706862631639857,0.073784839100579,0.513698630136986,0.276243093922652,0.126853180296509,0.308759954493743,0.329445145018916,0.0952476842529199,0.222754317225366,0.0857923497267759,0.0776141230544239,0.119825708061002,0.829047619047619,0.953795379537954,0.240318191333473,0.0351806617390477,0.740689655172414,0.93728813559322,0.536553238199781,0.0993403891205742,0.0725359911406423,0.112054329371817,0.14026402640264,0.0793063535918755,0.114798292407984,0.121962770720661,0.133467066204001,0.116266976899959,2,1,3,2
"3",3,1654,1245,0.103001927843569,0.0209728586535072,0.000692808646251905,0.000413907284768212,0.217506631299735,0.654166079233047,0.51993620414673,0.687796043466147,0.362333223067593,0.653071416680539,0.372747199220653,0.557544757033248,0.0678374655647383,0.535775335775336,0.51136664023262,0.671645569620253,0.332825062378708,0.508358541633498,0.720373142922953,0.867979491959916,0.3504063991743,0.539521032386152,0.478332488596047,0.47556966330348,0.276606631191158,0.496926110660016,0.378755106945446,0.764729950900164,0.271546803652968,0.490045715971096,0.715799065952842,0.848219430678806,0.485062466051059,0.660662184447545,0.423881962713028,0.635151369533878,0.343673067454456,0.552135169540563,0.093846775279386,0.768101761252446,0.0662983425414365,0.229674796747967,0.617747440273037,0.281841109709962,0.161498187676198,0.469452909592222,0.196612021857924,0.194609840175494,0.0457516339869281,0.870476190476191,0.887788778877888,0.0932593678040611,0.0448244139199949,0.499435736677116,0.902372881355932,0.654445664105379,0.13429810424178,0.0321151716500554,0.521222410865874,0.542904290429043,0.262188916883097,0.367283195492762,0.397322801640723,0.336537523076188,0.42508130403744,1,1,4,1
"4",4,1157,697,0.0382814651611126,0.00493479027141347,0.000415685187751143,0.000275938189845475,0.223106395520189,0.654730015508247,0.688311688311688,0.627612148230705,0.548020729959202,0.662893291160313,0.701534339990258,0.734957598600081,0.540289256198347,0.201465201465201,0.567935500925192,0.785949367088608,0.905600221790962,0.902881706734596,0.619601520211908,0.656490328594733,0.788285382531286,0.967489762997891,0.760390268626457,0.55299852624419,0.61123618501842,0.928082589026795,0.750540735400144,0.761456628477905,0.881706621004566,0.889544314997788,0.590955689714091,0.646421574276824,1,0.771533680071039,0.657325860688551,0.808745795290726,0.939684884293451,0.536743432473093,0.435303621920022,0.138454011741683,0.801104972375691,0.0347919655667145,0.0539249146757679,0.582912988650694,0.00382601691502215,0.436076041213177,0.299672131147541,0.227932727462655,0.328976034858388,0.882142857142857,0.96969696969697,0.0295164329076826,0.0221742854423754,0.258181818181818,0.924745762711864,0.554116355653129,0.0180936082542742,0.0110741971207088,0.597623089983022,0.615511551155115,0.00429062303368024,0.00710963146225333,0.00948015645116073,0.00200391646264097,0.0490438880222334,1,1,1,1
"5",5,1742,1327,0.0958413660148719,0.0193866760662672,0.000692808646251905,0,0.129089301503095,0.730720428591569,0.982000455684666,0.980495959877403,0.832616606020509,0.703013151323456,0.562104237700925,0.766051958540854,0.481404958677686,0.723565323565324,0.663098070314565,0.720886075949367,0.443581924036595,0.671867537016399,0.547621789704019,0.703798648333722,0.396206941039866,0.723414815733962,0.461479979726305,0.637115973245664,0.407286123618502,0.648764644472799,0.6366258111031,0.826241134751773,0.408247716894977,0.564813449343755,0.580590044424194,0.716837616687795,0.517110266159696,0.85360903209438,0.685920164703191,0.77835175396444,0.589118660758247,0.833121166531651,0.523899286387505,0.61986301369863,0.209944751381216,0.0899091343854615,0.36769055745165,0.383354350567465,0.0614176399516714,0.904803366710202,0.722841530054645,0.673456596678157,0.0849673202614379,0.917380952380952,0.941794179417942,0.122932803014444,0.0231894172508962,0.569028213166144,0.904406779661017,0.598463227222832,0.066276770731221,0.0260243632336656,0.168081494057725,0.198019801980198,0.104312114989733,0.149679540678784,0.166549174058721,0.147733290140108,0.183578200235613,1,1,1,1
"6",6,2429,2095,0.109611677223905,0.0222065562213606,0.000554246917001524,0.000689845474613687,0.266136162687887,0.76892711123643,0.375370243791296,0.56241292839231,0.176755981916419,0.740635924754453,0.409887968826108,0.614483779781936,0.0838498622589532,0.258974358974359,0.421094369547978,0.565443037974684,0.418630440809537,0.687151727431938,0.622250374294599,0.76415753903519,0.678106050832151,0.760019853579849,0.508362899138368,0.615236367758757,0.552496930004093,0.750492982252639,0.434631098293679,0.564238952536825,0.338470319634703,0.577643415425453,0.623191707483768,0.772617264031347,0.617191743617599,0.759609285804897,0.618323230012581,0.703147525228256,0.554160512063023,0.729198009489642,0.0222162380503568,0.777641878669276,0.116022099447514,0.265901482544237,0.500113765642776,0.313997477931904,0.182843334675795,0.166448991438108,0.0533333333333333,0.053797137783349,0.0806100217864924,0.65952380952381,0.749174917491749,0.264810550554741,0.129968594359674,0.764388714733542,0.68135593220339,0.485620197585071,0.197251898250453,0.107419712070875,0.295415959252971,0.358085808580858,0.198786610770318,0.255444454860928,0.252937542018351,0.266161638186134,0.231314760465232,2,4,3,2
"7",7,2233,1743,0.0484714954557973,0.0100458230525203,0.000554246917001524,0,0.12938402593575,0.677146482447483,0.318181818181818,0.446503204235163,0.145109714411732,0.675878142167471,0.367754505601559,0.565351998923139,0.0922865013774105,0.13968253968254,0.760771874173936,0.841772151898734,0.510396451344608,0.691131985352651,0.639755844754117,0.687019342810534,0.480712166172107,0.881871199900732,0.550937658388241,0.762611948758644,0.44269340974212,0.769748289061594,0.543979812545061,0.845335515548282,0.418949771689498,0.715528683085091,0.65303565326347,0.664630632707157,0.733025529603476,0.801725231510846,0.672995539288574,0.645843344545891,0.689069423929099,0.828144890637658,0.0313720210044433,0.3896771037182,0.607734806629834,0.191893830703013,0.120136518771331,0.313051702395965,0.150221506242449,0.0951966332897983,0.0287431693989071,0.0250705108116578,0.315904139433551,0.895714285714286,1,0.0955097341427675,0.0127843162135584,0.505454545454545,1,0.562678375411636,0.0252878528585907,0.0227021040974529,0.716468590831918,0.711221122112211,0.01893829737099,0.0305878784137168,0.0355880119434185,0.0329452172847659,0.0628428063186531,2,2,2,3
"8",8,2136,1718,0.0583861195263013,0.00299612266478675,0.000692808646251905,0.000551876379690949,0.16386678455644,0.686451430988298,0.730348598769651,0.638200055725829,0.540302128128791,0.667887464624605,0.410131514856308,0.583793242697537,0.136707988980716,0.421245421245421,0.724689399947132,0.923544303797468,0.925006930967563,0.867059385448177,0.595992168605321,0.714868329060825,0.58405367049413,0.763121975431195,0.709959452610238,0.851830858179345,0.439316414244781,0.752928894559796,0.761956260514299,0.900027277686852,0.63712899543379,0.842501106031559,0.64198655883358,0.733663708655065,0.936175991309071,0.917036661169605,0.822600937893172,0.79589139836617,0.683037912358444,0.769123943987964,0.363134509223105,0.304305283757338,0.607734806629834,0.0566714490674318,0.120136518771331,0.577238335435057,0.0151026983487716,0.371063706283558,0.295737704918033,0.243079494411365,0.228758169934641,0.806190476190476,0.980798079807981,0.133975298304375,0.0325159407416807,0.591097178683386,0.93728813559322,0.499231613611416,0.0524199577981956,0.0420819490586932,0.689303904923599,0.702970297029703,0.01893829737099,0.0292296705164467,0.0293468409004924,0.0343489971072999,0.0510592292935436,1,1,1,1
"9",9,519,122,0.155604516662077,0.0165667959111738,0.272135236247748,0.268211920529801,0.044798113763631,0.735936839137177,0.6680337206653,0.681248258567846,0.471055243135958,0.72465456966872,0.510228933268388,0.656346749226006,0.25034435261708,0.392673992673993,0.703674332540312,0.727721518987342,0.642084835042972,0.739850342302181,0.629275595992169,0.640876252621767,0.580312217778351,0.960665094924929,0.448302078053725,0.739712050787892,0.463057715923045,0.882148242663264,0.589521749579428,0.789143480632842,0.676655251141553,0.749594455095119,0.577856247864221,0.679958511006108,0.730988593155893,0.895217556767728,0.757977810820085,0.66566554541086,0.711595273264402,0.921305404467076,0.259728019388717,0.375244618395303,0.314917127071823,0.0785509325681492,0.276905574516496,0.218158890290038,0.0376560612162706,0.415469452909592,0.241967213114754,0.205055886347018,0.148148148148148,0.663571428571429,0.847284728472847,0.414957086037262,0.097547822225042,0.865203761755486,0.746440677966102,0.597145993413831,0.172296343064117,0.178848283499446,1,0.138613861386139,0.0884075496321768,0.116836366435649,0.111342164785424,0.156336633046555,0.0817212072070484,1,4,1,1
"10",10,878,424,0.198017075185899,0.0271413464927741,0.00360260496050991,0.00317328918322296,0.477158856469201,0.134639785704215,0.340624287992709,0.300919476177208,0.44459146543169,0.127850840685866,0.281660983925962,0.196796338672769,0.299414600550964,0.401587301587302,0.799101242400211,0.850506329113924,0.738563903520932,0.836491004617099,0.518254059656801,0.752854812398042,0.654496194039479,0.772924680481449,0.860998479472884,0.836186373427049,0.687883749488334,0.719870084676952,0.719899062725306,0.899754500818331,0.624286529680365,0.866243916826427,0.532634696434674,0.739426068917829,0.743346007604563,0.789800837244704,0.666819169621411,0.794089380105718,0.670728705071393,0.736373104964703,0.215430187154975,0.457191780821918,0.419889502762431,0.0642037302725968,0.210693970420933,0.323139974779319,0.0388642770841724,0.51937309534175,0.223169398907104,0.195445523869216,0.18082788671024,0.891666666666667,0.901590159015901,0.00319238015490894,0.0375281540462519,0.0463949843260188,0.800677966101695,0.641492864983535,0.0153853822253975,0.00498338870431885,0.896434634974533,0.929042904290429,0.0530447369306897,0.0721877589036168,0.0804574862751396,0.0519668491995755,0.129275622890281,1,1,1,1
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