mirna_multi_cancers_duidengdata_0325_biclass_100features.arff

基于weka平台的数据挖掘方法

Tumor,10.2901,10.762,11.5822,7.89728,8.61266,12.1164,11.1714,8.80403,8.54189,9.40385,8.46109,5,10.3504,8.65923,6.2675,8.93254,5.99667,5,8.12775,10.603,5.7815,6.0804,6.201,9.75562,10.5636,7.605,9.74136,9.79109,5.3558,6.9529,7.19024,11.579,7.59933,5.26458,10.7051,9.41867,11.7336,11.0986,10.9446,10.9561,10.2553,9.18088,9.69652,7.52331,9.78758,9.66606,6.89601,6.24512,8.00893,12.3816,12.0503,6.1119,6.79707,6.11543,5.761,10.5981,8.44448,8.72635,10.4038,9.05341,8.66484,8.80263,11.0778,7.90946,12.0189,5.6908,9.24838,5,10.8048,5,5.686,8.24316,11.2203,6.38327,6.9705,10.8677,9.39965,7.8911,7.3763,7.90803,7.6842,9.04258,8.4584,6.4175,7.341,5.5897,7.9543,6.8477,7.38153,8.6165,5.341,9.09275,5.0316,6.72175,5.5283,8.03377,9.07943,5.9774,7.0093,9.41838
Tumor,9.27084,10.6092,11.3543,6.49227,8.97388,11.5332,7.74822,7.76641,7.18089,9.16469,7.71466,5,9.15264,8.46955,5.2934,7.56291,5.32439,5,8.97339,10.5026,5,5,5.4021,9.24147,10.3448,6.853,7.83804,9.69224,5,5.2227,5.98671,11.2749,6.66584,5,9.81775,8.47017,11.6294,10.9958,10.0171,11.3682,10.5097,9.09469,9.25125,7.23842,9.43727,9.43727,6.94595,6.66584,6.69203,12.3233,11.9027,5,5.28733,6.15805,5.21694,10.8609,8.79346,9.06744,9.51303,7.42483,6.4979,8.17486,9.33214,7.58291,11.5304,5.2873,7.61063,5,9.96648,5,5.5273,8.16067,11.2936,5,6.9157,9.71839,8.1733,6.5989,6.7071,7.27051,7.2376,9.056,7.9701,6.0773,6.6443,5,7.8494,6.7698,5.66369,8.1887,5.4247,8.90114,5,5.64707,5.3445,7.36836,8.47889,5.3717,6.561,7.13806
Tumor,9.92473,10.6214,11.4312,8.05183,9.35896,11.9636,11.3218,8.64521,8.5523,9.33788,8.85227,5,9.76934,8.46514,6.3064,8.62756,5.55393,5.14321,9.22099,11.3809,5.6784,5.4738,6.0587,8.96896,10.6177,8.0391,9.10879,9.3916,5,6.4874,7.62463,11.3014,8.34247,7.29973,11.0966,9.54948,11.7453,11.0476,10.7483,11.7949,11.1788,9.53902,9.91898,8.7369,9.4066,9.51786,8.0559,7.06905,7.80135,12.1082,11.8359,7.1483,7.89621,7.9666,7.8764,11.4441,9.42205,9.60971,10.55,9.77485,9.32795,9.25312,11.1067,8.79697,11.9522,7.334,8.94853,6.8529,10.5403,6.6384,7.4368,7.69286,11.255,6.07879,7.1447,10.8571,8.40072,7.2522,7.1935,7.59647,7.7181,9.07359,8.0205,6.0684,6.8697,5,7.7214,7.4376,6.4517,8.4765,5,9.74938,5,5.70132,5.5892,8.12224,9.10451,5.2727,6.5335,9.83483
Tumor,8.92171,9.98101,11.1374,5,8.66523,11.8298,6.77267,6.6492,6.34084,7.41852,5.74973,5,7.45301,9.08179,5.9957,9.79412,5,5,8.53445,8.68228,5,5,5.6442,10.7826,8.32386,5.5729,6.72171,10.3405,6.4068,5,5.50771,11.0819,6.5926,5,9.43629,7.55607,11.0548,10.0637,9.74756,10.0743,9.11616,10.1938,10.8932,6.81204,11.2581,9.12509,5.06323,5.0179,6.73944,10.5152,10.9617,5,5,5.16375,5.57184,7.83835,7.85563,8.02556,9.20309,6.85563,5,7.13574,10.5375,6.78524,11.8333,5,8.46331,5,8.88011,5,5,7.29599,10.2856,5,7.3596,9.3063,8.31654,7.2294,6.5251,7.05874,5.4527,9.54018,7.5048,6.632,8.0674,5,7.991,5.2721,8.28113,7.4151,5,7.99096,5,6.0795,5,7.28709,8.31362,5.3425,6.9763,7.4151
Tumor,9.84289,11.6116,11.4778,6.32382,10.1666,11.7352,7.45506,8.38888,7.39502,9.21574,7.66959,5,8.50515,9.8107,6.8973,10.7393,5.01896,5,9.20529,10.6445,5.6319,5.3324,5.8857,11.0553,10.0569,7.3786,8.88424,11.5169,5.6457,7.1213,6.21418,11.4025,7.04257,5.20968,10.5553,9.06641,11.5214,11.4856,10.9922,12.136,11.1547,10.546,11.5607,8.00149,11.2414,10.7546,7.29289,7.52799,7.14749,11.957,11.698,5,5.33069,6.80661,5.48766,10.8088,9.60242,9.74573,9.87608,8.1995,7.04257,8.91565,10.7051,7.48394,11.5935,7.0972,7.70793,5,9.70073,5.6088,6.0776,8.71296,11.7623,5.97213,7.5827,10.6337,9.15757,7.1323,7.4638,7.70425,7.2999,10.134,8.1204,7.1149,8.1083,5,7.7388,7.1813,7.15384,8.748,5.6837,8.98598,5.0658,6.00563,6.3823,7.45513,9.2858,5.5409,6.8771,8.75578
Tumor,10.1564,10.9033,11.6176,5.45296,10.368,11.6567,6.25463,8.02907,8.00896,9.2181,6.01569,5,8.51132,10.4663,8.6419,10.0776,5.29948,5,9.98798,10.7465,5.4397,5,5.6848,11.5982,9.61329,8.092,7.8869,11.6489,6.0857,6.6621,7.67911,11.3676,8.1695,5,10.546,8.58255,11.7864,11.1515,11.0671,11.5069,10.8574,10.9474,10.9894,8.67771,11.6859,9.76238,7.56757,9.07202,9.41063,11.4451,11.1617,5,5.60621,7.12312,6.70809,11.0256,7.84981,7.77743,10.385,9.19166,8.51075,8.97657,10.952,7.40853,11.7015,7.0124,8.42524,6.5279,9.89911,5,6.8535,9.64777,11.6077,7.66969,7.5619,10.4686,8.86066,7.5467,7.0903,7.74355,7.6124,10.6124,8.3016,7.249,8.2206,5,7.8415,7.8502,5.10701,9.5209,5.8735,8.09138,5,8.2852,5.6641,7.65417,9.70058,5.1317,6.8489,9.74155
Tumor,9.75595,11.3053,11.6717,6.56182,10.0678,11.8492,7.84697,8.62719,8.36233,8.2363,8.37598,5,8.85674,9.04194,5,9.26152,6.69845,5,9.43324,11.2663,5.3678,5,5.7828,10.9659,10.8947,7.9923,8.63856,10.9117,5,6.1048,6.60721,11.4888,7.11791,5,10.6646,9.32131,11.8008,11.4654,11.3379,11.9475,11.4322,9.85894,10.473,8.19699,11.3644,10.0932,7.56808,5.96817,8.30653,12.081,11.8169,5.3139,5.44929,6.02706,5.75824,11.1162,8.85792,9.05563,10.2678,8.92139,8.13475,8.53549,10.8339,8.31984,12.0575,5.7408,8.41938,5,9.62757,5,5.8095,8.38504,11.8633,5.33141,7.6577,10.6969,8.78586,7.287,7.1879,8.04523,7.6044,9.76274,8.162,6.8262,7.5397,5,7.7175,7.0183,8.27853,9.8286,5.2412,9.14732,5,5.75462,6.3094,8.46318,8.89896,5.5816,6.7948,9.29684
Tumor,7.56066,8.84277,10.5114,5,7.91545,10.9483,5,6.59795,5.91397,7.2359,6.31415,5,7.00004,7.07863,5.2686,6.82244,5.11252,5,7.11766,9.40845,5,5,5.0707,7.60894,8.4053,6.1022,5.13298,8.31863,5,5.0276,5.11505,10.196,6.25896,5,8.94528,6.82554,10.4365,9.25667,8.30722,10.0203,9.02463,7.85302,7.91952,6.34749,7.78807,7.17918,5.46297,5,5.91518,10.608,9.97024,5,5,5,5,9.05321,7.65388,7.84696,8.11379,6.60263,5,6.19358,8.0023,5.83782,10.5507,5,6.145,5,7.42685,5,5,7.03444,9.96917,5,6.4633,8.64688,6.90385,5.7125,6.6845,6.42992,5.9428,8.42992,6.9692,5,5.8576,5,7.3113,5.8513,6.1101,7.7753,5,7.64688,5,5.30669,5,6.57049,7.72803,5,5.9779,7.4257
Tumor,9.1431,11.1278,11.5689,6.44125,9.73584,11.1968,7.58593,8.44429,7.13747,8.98087,7.28383,5,8.73366,9.52369,7.64,9.86142,5.07607,5,8.76318,10.6847,5.1071,5.1148,5.5183,11.1112,10.0868,7.2838,8.57349,11.3512,5,6.5859,7.28305,11.501,7.01892,5,10.881,8.99807,11.9362,11.173,10.7252,11.559,10.3823,10.3365,11.0458,8.06186,11.4941,10.1816,7.37275,7.64824,7.66086,12.0278,11.5541,5.6369,5.70352,6.00579,5.46842,10.2167,8.8932,9.10356,9.45519,7.53241,6.31357,8.36591,9.99752,7.64542,11.2087,6.3347,8.01892,5.0233,9.82752,5.0146,5.9881,9.10763,11.4288,5.77413,7.5062,10.6324,9.21451,7.1952,7.4467,7.38469,7.0707,9.91142,8.2247,6.9812,7.7669,5,7.5966,7.0647,6.2203,8.6055,5.3879,8.64838,5,7.20781,5.7934,7.49894,9.16921,5.6264,7.0226,8.00411
Tumor,9.36004,11.0926,11.4872,5.94802,8.36755,11.251,9.10002,8.19763,7.18068,8.69218,7.07087,5,8.29537,8.18748,5.8656,8.226,5.23752,5.39868,8.27315,10.6261,5.4334,5,5.7416,10.3457,10.2065,6.9953,9.06719,10.829,5,5.7416,6.17827,11.6494,6.84625,5,10.4589,8.85571,11.8689,11.4367,10.8021,12.0949,10.7616,8.97191,9.76155,7.28948,10.7353,9.95661,7.10082,6.79472,6.85256,12.2885,12.0602,6.0302,5.72072,5.56795,5.52115,10.4217,9.19947,9.45786,9.87793,7.98921,6.64998,9.00062,10.2401,7.65722,11.71,5.5052,8.22646,5,9.52807,5.1008,5.8462,8.26415,11.6932,5.85773,7.02,10.3653,8.77147,7.4952,6.7692,7.63367,6.9626,9.05413,8.0327,6.6353,7.1933,5,7.7275,7.0504,6.3763,8.5225,5.1284,9.77792,5,6.05037,6.1284,7.47477,8.95325,5.7446,6.7722,8.82443
Normal,10.6003,11.4602,11.6828,8.19866,10.0962,11.9249,8.03782,10.0737,8.62181,9.37364,8.40386,9.77405,8.9006,8.98599,6.1225,9.81069,6.52656,5,8.93068,10.7257,6.261,6.0552,6.2784,10.5286,9.8196,8.1157,10.5673,9.66717,5.8385,7.1143,8.15944,11.8425,8.10841,5.13834,11.3283,10.4868,11.6772,11.2554,11.3833,11.3253,10.5523,9.55257,10.5389,7.2688,10.5206,10.2756,7.75389,9.79655,11.6146,11.7862,11.3318,5.3083,5.70255,5.65291,6.128,11.2802,8.62653,8.75641,10.909,9.53409,7.99561,9.39276,10.9675,9.00447,11.9015,6.2782,9.43007,5.5169,10.1499,5.594,6.7164,9.59155,11.3568,6.31498,7.7601,11.5106,10.4013,7.6918,7.761,8.32294,7.7087,9.12933,8.1658,6.8635,7.8752,5.2238,7.2238,7.0192,9.54184,8.9315,5.0926,7.69745,5.3961,7.74467,7.0162,8.34773,9.66894,5.7806,7.084,9.11531
Tumor,9.44662,10.9057,11.9383,9.24984,8.42988,12.0193,5.56835,8.89799,8.761,10.1841,9.72931,5,7.84846,8.70498,6.2367,8.93966,6.50247,5,8.81628,11.1573,5.5225,6.3232,5.8799,9.68061,11.1972,7.6283,9.45231,9.79373,5.3757,7.7383,7.99117,12.0257,7.24276,5.91444,11.3447,9.2417,12.1892,11.7285,11.5975,11.8589,10.2528,9.0113,9.94908,7.12764,9.89697,9.94615,9.00504,7.87104,8.35824,12.2011,11.7944,5.6385,5.10441,5.63204,5.59251,10.7717,8.89426,9.04829,9.31031,7.75051,6.84044,8.57064,11.241,9.76132,11.3402,6.4706,9.23957,5.0855,9.23636,5.4523,6.9091,8.1667,11.8436,7.15951,7.2458,11.6,10.3855,6.8225,8.491,8.50528,8.55,9.22531,8.1044,6.7699,7.5269,6.1595,8.384,7.239,8.68307,9.0855,5.2345,8.70959,5.5081,8.62592,7.5454,8.31655,9.44244,6.8555,7.3942,8.2184
Tumor,9.68018,11.4432,11.5898,7.09049,8.61367,11.6887,5.70716,8.91708,7.98273,9.41067,8.22002,5,9.10029,8.49648,5.5697,8.09158,5.07289,5,8.08172,10.5159,5,5.224,5.3824,10.059,11.1305,7.2359,9.39039,10.0806,5,5,6.55924,11.7382,6.95681,5,11.0082,9.62971,11.8286,11.4358,11.411,12.0199,11.0074,9.08294,9.3105,7.11551,10.1463,9.94236,7.47641,7.06749,8.59971,12.0006,11.6174,5,5,5.39562,5.21504,10.9531,9.34433,9.60469,10.2273,8.23889,7.16198,8.80001,10.592,7.89437,11.7594,5.5176,8.51028,5,10.5545,5,6.0361,8.34021,11.7574,5.2829,6.935,11.1439,9.08685,6.3104,7.2345,7.88624,7.6547,9.17652,8.2035,6.3335,6.7322,5.4475,7.8992,6.1588,7.79469,8.5283,5.0419,9.24627,5,6.1194,5.935,7.55974,9.25892,5.5953,6.803,8.6608
Tumor,10.3298,10.3996,11.7771,7.59442,8.18491,11.9597,8.53145,8.40927,7.6501,9.8023,8.45802,5,8.32584,6.60545,5,7.04704,6.99345,5,9.41712,10.0063,5.3308,5.085,5.9268,10.8258,9.58086,7.4852,8.74919,10.8515,5,6.7714,8.73808,11.7686,8.0943,5,11.2588,9.56587,11.1169,10.8544,10.8241,11.2836,10.6346,7.48309,8.17125,6.46463,11.1122,8.46463,6.39161,7.97331,6.63387,12.2168,11.8342,5.5777,5.66654,7.57773,7.83885,12.0323,10.0522,10.1941,10.5446,8.86489,9.53929,8.0782,10.8696,9.7949,11.9827,6.9133,9.17172,5,9.41102,5,7.3553,8.53545,10.7675,6.09326,6.8403,10.9117,9.01218,7.1964,7.188,7.38145,8.6365,8.22399,7.9283,5.3933,6.3301,5.238,8.479,7.8098,8.25754,8.4818,5.238,10.1668,5,10.7151,5.4566,7.5441,9.1536,5.2511,7.0035,9.33085
Tumor,11.2613,11.754,11.8965,10.0953,10.2616,12.1259,5.70487,10.2689,9.05638,11.0457,10.6429,5,10.3848,8.92028,6.3255,8.60916,6.12962,7.41295,9.73276,11.1414,5.9657,6.931,6.2264,10.9149,11.505,8.2339,10.5932,11.2085,5.413,7.7653,8.09363,11.8606,8.68899,5.27096,11.1473,10.8199,11.994,11.4751,11.6054,12.0998,11.6005,9.51794,9.7442,8.23918,11.1113,10.4712,8.64058,9.0706,9.73637,12.1576,11.7572,5.1525,5.82568,7.20982,6.89723,11.9631,10.7544,10.9944,11.176,9.93644,8.84792,9.47376,11.1902,8.86933,12.0562,6.8052,9.72029,5.2036,10.91,6.0411,8.1029,9.61031,11.6444,6.52052,7.8315,11.1278,9.67104,6.691,7.5788,8.64057,8.8835,9.44971,8.7577,6.8053,7.5365,6.0499,8.3718,7.9225,9.72097,9.1047,5.9504,10.4492,5.3243,7.90075,7.3158,8.38957,10.1398,6.2545,7.3413,9.8325
Tumor,10.9959,11.877,11.8485,10.1135,9.65396,12.1499,10.4874,10.0384,9.53018,10.7134,10.5511,5.1284,10.2941,8.9832,6.5222,9.21586,6.06566,5,8.88556,11.5579,6.0001,6.9661,6.1052,9.7406,11.6409,9.1588,11.1166,9.26904,5.528,7.2568,7.9318,11.9413,8.22855,5.94731,11.2669,10.6238,11.8402,11.5361,11.7178,12.1665,11.4741,9.94538,10.5057,7.54508,9.8013,10.9308,8.72009,8.36908,7.56532,12.0413,11.9313,6.1009,7.3662,6.83921,6.40042,11.9539,10.1207,10.3517,11.1912,9.85008,9.67188,10.2058,11.506,9.33853,12.111,6.6292,10.0151,5.955,11.3949,6.4611,7.5628,8.90673,11.8127,7.02494,7.5113,11.4822,10.4438,7.8173,7.3272,8.58617,8.7679,9.6194,8.5209,7.1658,7.9312,6.2913,8.3272,7.2197,7.88373,9.124,6.3245,11.3347,5.9596,7.81927,7.4042,8.60316,9.74005,6.0745,7.113,10.0867
Tumor,8.53573,9.61211,11.1517,6.80981,7.71014,11.6941,5.33457,7.185,7.29861,8.61661,7.54284,5,6.94839,6.29018,5,6.91223,5,11.1423,7.97493,10.6927,5,5,5,8.52978,10.7481,7.0781,6.69532,8.0181,5,5.1357,5.55932,11.1723,6.20451,5,9.53926,7.64481,11.2085,10.8072,10.329,11.501,10.5711,7.22052,8.11889,6.20987,8.47067,8.16648,7.04594,5.96594,6.62491,11.7425,10.8252,5,5,5,5.11033,11.219,7.86097,8.17197,8.33272,7.10172,6.22052,7.13023,9.3928,7.8846,11.4019,5.0872,7.49937,5,7.50592,5,5,7.62616,11.1607,5.37582,6.5283,9.70325,7.52828,5.8023,6.9298,7.50747,7.2907,7.96842,7.3527,5.9204,6.6511,5,7.7572,5.8294,7.12012,8.4144,5,8.41882,5,5.80912,5.9881,7.08963,8.36776,5.8361,6.2511,7.72145
Tumor,9.80127,10.5389,11.613,8.50439,8.12744,12.0076,5.6177,7.91472,8.23445,9.51167,9.22055,5,8.52818,6.82235,5,7.05379,5.56265,5,8.50647,10.8796,5,5.0708,5.4017,10.2055,11.1611,7.5586,9.1315,9.19686,5,5.4458,7.17354,11.5641,7.15751,5,10.3785,8.77567,11.7458,11.0308,10.8977,11.6124,10.4109,8.18939,8.61621,6.9729,10.4348,9.11871,7.59106,6.5129,7.41853,11.9475,11.3069,5,5,5.8536,5.58058,11.1497,8.7638,8.96601,10.2119,8.57757,7.63079,7.85857,10.6279,8.53788,12.0154,5.3879,8.70849,5.0487,9.37889,5,5.8734,8.07998,11.1434,6.14392,6.7036,10.363,8.47416,6.3746,6.8692,7.90651,7.8892,8.45076,7.9761,6.0131,6.4541,5,7.8717,6.2639,7.92118,8.1769,5,9.31847,5,7.335,6.6282,7.66784,8.83857,5.6041,6.6132,8.84884
Tumor,10.7673,10.9901,11.7204,9.19258,9.24289,12.0493,6.67626,8.37602,8.74143,10.0138,10.0781,5,10.1554,7.48984,5,7.24362,6.07812,5,8.61143,10.624,5.685,5.6046,6.0379,8.85103,11.3809,8.0581,9.97438,8.80179,5,5.6498,7.48545,11.6743,7.74848,5.17601,10.1999,9.25467,11.8255,11.0485,11.3604,11.7957,11.1246,8.67338,8.64446,7.18839,8.87836,9.14299,7.55165,6.43697,7.50785,11.9809,11.5422,5,5.41606,6.44731,6.16352,11.781,9.56833,9.86348,11.0504,9.39551,8.20372,7.81388,10.7731,7.75266,12.1782,5,9.45822,5.176,10.323,5,6.437,8.13279,11.2815,6.44965,7.2306,10.0927,8.48354,6.4084,7.0346,8.00554,8.104,8.69437,8.1977,6.0548,6.7178,5,8.0531,6.8621,8.32366,8.5549,5.1073,10.4845,5.0003,7.2541,6.0548,7.66841,9.00554,5.8313,6.7877,9.08454
Tumor,9.47225,10.7983,11.8962,9.18792,8.32372,12.2452,5,8.68134,8.72759,9.52331,9.54593,5,8.65036,7.33156,5,8.02839,5.24018,5.42727,9.08741,11.231,5,5.3053,5.7877,10.9626,10.9476,7.8009,9.82051,10.745,5,5.2622,7.19182,11.9794,7.27607,5.13614,11.3391,9.32815,12.1866,11.3314,11.2199,12.1286,11.256,8.44464,9.30754,7.24543,11.1813,9.47268,7.56612,6.77357,7.28212,11.8544,11.3164,5.9812,5.48977,6.55117,6.38125,11.4748,9.28964,9.31862,10.2723,8.76279,7.80751,7.82419,10.9927,8.41742,12.1906,6.0395,9.43924,5.1886,9.17323,5.5105,6.2267,7.69588,11.4647,6.45663,6.9144,11.2981,8.88417,6.7113,6.9342,8.22699,8.2162,8.8288,7.9714,6.0836,6.8876,5,8.0983,7.8003,7.09536,8.7583,5.0836,9.4663,5,7.41494,6.5279,7.99205,9.25351,5.8808,6.8739,9.16826
Normal,10.2869,11.2691,11.2332,9.61497,10.8842,11.7571,5.66318,9.60677,8.55582,7.97935,9.50942,12.3193,8.96776,9.59853,5.5245,9.1005,5.49899,5,7.94667,11.1971,5.2073,5,5.6224,11.5162,9.61199,7.3409,9.56354,11.4147,5,5.321,6.87636,11.5306,6.85065,5,11.5928,10.1606,11.6739,11.1648,10.9658,11.4719,10.7548,10.3141,10.4028,6.70612,11.6224,10.433,7.27667,6.80852,9.85583,11.315,10.1243,5,5,5.08043,5.53906,10.1116,9.30725,9.54909,10.372,8.04005,6.58657,8.83303,11.3439,7.51961,11.8191,5.4041,10.3218,5,11.0403,5.2474,6.3353,9.94472,10.935,6.40108,7.7859,11.4585,10.6763,7.1062,7.6371,7.8943,7.5129,9.76645,8.0851,7.1146,7.363,5.2873,6.497,5.9974,6.32022,8.2498,5.5626,7.98376,5.0894,5.75144,5.6107,7.56415,9.51208,5.6166,7.1188,8.61735
Normal,10.0278,11.3344,11.5886,8.75835,9.43894,11.8485,5.35824,9.35824,8.29755,8.09234,8.85373,12.449,8.91004,8.6587,5,8.53362,5.37454,5,8.08987,11.0739,5.4224,5,5.5282,11.5879,9.70657,7.0762,9.70536,11.2155,5,5.5282,6.80366,11.7068,7.00212,5.3118,11.2401,9.89949,11.7671,10.955,11.469,10.9739,9.87578,9.45321,9.8318,6.83536,11.6468,9.89813,6.92919,7.51771,10.1221,11.2893,10.3681,5,5,5.3118,5.63373,10.1065,9.69472,9.90799,10.1805,7.98936,5.88579,8.77123,11.0887,7.24469,11.6419,5.3602,9.97972,5,10.5835,5,6.8239,8.80875,10.7778,6.39883,7.3458,11.1907,10.3787,7.2645,7.6127,7.64754,7.4749,8.84332,7.9321,6.7589,7.2948,5.6998,6.45,5.8101,6.53363,8.2807,5.4283,8.39044,5.0935,5.88638,5.6063,7.46426,9.203,5.6816,7.0229,8.52344
Normal,9.6477,10.9846,11.3608,9.06452,9.32541,11.7182,5,9.30026,7.55238,7.57802,9.04788,12.383,8.88159,8.05381,5,8.61638,5.26355,5,8.22301,11.1947,5.1714,5,5.6294,11.5375,8.7884,6.4548,9.08465,11.0445,5,5.3779,6.35472,11.5177,6.71611,5.02927,11.0846,9.90234,11.6164,11.0465,10.5209,10.5733,10.04,9.01491,9.90833,6.70514,11.4977,9.64183,7.0726,7.74318,9.24726,10.5816,9.91727,5,5,5.28643,5.24158,10.0378,8.76316,9.021,9.72361,7.63462,5.6375,8.72971,10.9134,7.0726,11.5718,5,9.67454,5,10.5369,5.1312,5.8215,8.25642,10.8595,6.36253,7.3866,11.0855,10.0852,6.7201,7.6761,7.23574,7.4369,8.32387,7.8752,6.45,7.1539,5,6.0884,5.822,5.12152,8.1993,5,7.72953,5,5.54474,5,7.21668,9.081,5.1215,6.8957,8.13377
Normal,11.103,11.768,11.8464,10.5295,10.166,11.8484,7.62402,11.7243,10.9173,10.4623,10.6957,5.34686,11.1289,10.4314,7.2564,10.2172,11.3136,6.2644,9.95255,11.2743,6.2241,7.8895,7.6116,11.4657,11.2779,8.8834,10.9858,11.6018,9.3107,8.6001,10.2284,11.9383,8.95508,7.27424,11.9001,11.9498,11.9558,11.6125,11.7327,12.1008,11.4894,10.9678,11.043,10.8463,11.5806,11.2394,9.35355,8.87649,8.94406,12.0551,11.7939,7.9037,6.37742,8.37134,7.2585,11.9841,10.787,10.8527,11.4636,9.45428,9.55354,9.81056,11.919,8.69107,11.8283,8.0827,11.0572,5.5381,11.7214,6.8355,8.1173,9.72484,11.8364,8.04987,8.0335,12.2255,11.6147,9.2141,8.3497,9.09405,9.3164,10.7366,9.3598,7.8106,8.333,6.306,8.5309,8.4056,8.48042,9.3759,6.7508,9.68329,5.8948,7.20835,7.4321,9.61417,10.8171,6.6095,7.5791,9.54248
Normal,10.373,11.5176,11.796,9.3245,9.1713,11.9734,7.60658,11.5275,9.72955,8.81524,9.50875,5.00068,10.3845,9.16779,5.2012,8.83312,11.0769,6.08665,8.72141,10.8842,5.6913,6.5515,6.2605,10.8114,10.3061,7.6636,10.4792,11.3022,8.3427,6.2919,9.32745,11.9395,7.65083,6.18801,11.9142,11.8484,11.9112,11.5001,11.6156,11.9482,11.1439,10.0388,10.2396,9.2196,10.9889,10.4323,7.86408,7.72791,7.24029,12.0342,11.7625,6.0128,5.17195,7.9019,6.86075,11.9073,9.56836,9.73704,10.9942,8.688,9.06006,8.4379,11.7386,7.61761,12.0819,6.8338,10.0381,5.2351,11.5244,5.3055,5.7853,8.43711,11.5433,6.85705,7.2638,12.2245,10.9071,8.4663,7.3235,7.93563,8.0524,9.60444,8.3524,6.8423,7.5516,5.3048,7.7425,6.4818,7.09042,8.4359,6.046,9.22309,5.3576,6.30476,5.6649,8.28715,9.55212,5.3261,6.8534,8.77783
Normal,10.3144,11.5553,11.8623,9.82044,8.90837,11.8533,6.74847,11.4853,9.71435,9.12186,9.92143,5,10.8297,9.12713,5.1635,9.36437,10.8783,5.17519,9.25372,11.2074,5.2871,6.7908,6.1576,10.6396,10.3075,7.7208,10.4009,11.3378,8.2378,6.5873,9.69671,11.9954,7.72683,6.65345,11.9617,11.794,11.9226,11.6426,11.84,12.0626,11.3926,9.98206,10.6024,9.34064,10.8473,10.6814,7.94581,8.45662,7.31576,12.158,11.8567,5.5629,5.37275,7.75828,6.28909,11.8409,9.96615,10.0591,10.7578,7.91649,7.94068,8.61532,11.8761,7.85963,11.8891,6.4029,9.84962,5,11.7052,5.5176,6.2454,8.21764,11.6416,7.06888,7.2514,12.18,10.9038,8.011,7.3525,8.19554,7.9969,9.65744,8.6266,6.7429,7.7207,5,8.0444,7.0416,7.60438,8.518,6.0526,8.91056,5,6.4594,6.312,8.94556,9.59315,5.8537,7.1036,8.23941
Normal,10.3483,11.1659,11.6968,8.03557,9.56482,11.9727,7.69383,9.23834,8.76833,9.4811,8.53219,8.25421,10.3246,8.80418,6.2632,9.08393,5.76517,5,9.78948,11.5417,5.4714,5.4401,5.7588,10.8497,10.8465,7.997,9.80688,9.96777,5.2542,6.8392,7.6893,11.8035,7.62418,5,11.5657,9.75481,11.9043,11.1524,11.265,11.8487,10.4305,9.50167,10.2415,7.99471,11.0067,10.0571,7.50358,7.55045,10.7359,12.0536,11.7713,5.7208,5.58328,5.89362,6.27928,11.5783,9.42425,9.58058,10.8716,9.43228,8.22252,8.77074,11.3296,9.04861,12.0935,6.3317,9.77271,5,10.9795,5,6.7076,8.91466,11.3824,6.38333,7.6561,11.6596,9.79666,7.7871,7.7768,8.22263,7.9368,9.42654,8.4313,6.7346,7.7483,5.6068,8.2183,7.0194,9.27296,9.2056,5.0017,9.77601,5.227,7.16936,6.7161,8.11404,9.53054,6.0368,7.0638,9.41419
Normal,10.4793,11.543,12.2825,9.20858,8.75675,12.48,12.818,8.88042,9.1826,9.36846,10.18,5.44767,11.4411,8.00325,5.8944,8.68577,6.83333,9.93227,9.42495,11.6751,6.339,6.4593,6.4301,6.33268,11.4099,7.6784,10.3815,6.10081,5.8858,6.633,7.19151,12.1619,7.67483,6.19885,11.4916,9.42699,12.1804,11.6251,11.626,11.882,10.9524,9.13331,9.79597,7.76168,5.22066,9.79355,7.71891,6.47162,6.67483,13.0685,12.6891,5.6212,9.69574,6.91665,6.35816,12.2386,9.03623,9.38416,11.1038,9.28761,8.36797,8.85293,11.9355,9.08855,12.5309,5.8056,10.0352,5.5992,12.2553,5.796,6.5768,8.02965,11.6379,6.99289,7.465,11.4787,9.6475,8.1304,7.6475,8.32039,8.6912,8.91644,8.7936,6.5623,7.3927,5.4582,8.7989,7.2246,8.76116,9.0228,6.2403,9.39272,5.8766,6.65928,6.3315,8.32225,8.78554,6.4981,7.0522,9.47998
Tumor,10.0106,11.6398,11.8064,6.99665,10.4549,11.9017,5.71716,10.9297,7.64481,10.4844,7.25789,5.1478,8.97714,10.9604,9.1908,10.8891,5.90326,7.61426,9.46662,10.5357,6.2775,5.39,5.9215,7.94403,8.33486,8.0925,9.40751,7.94626,6.2668,8.8859,7.66341,12.0321,8.24793,5,11.7759,11.2901,11.5721,11.5467,11.1724,10.9222,10.2797,11.1806,11.5399,7.74275,7.77033,10.0376,7.18785,10.2827,7.49932,11.5344,11.3338,5.6486,5.72748,7.74022,6.91885,11.7627,10.8007,10.8846,10.6935,9.32095,8.57449,10.4812,11.2883,7.70037,11.7795,8.5224,10.0803,5.2604,9.81012,5.7974,7.9076,11.1701,11.6604,7.63594,8.0704,11.8849,11.7898,8.8958,8.6599,8.16394,8.449,10.8955,8.6814,7.4055,8.8408,6.5898,7.9692,8.4786,6.57503,9.469,6.8321,9.46463,5.9465,7.06088,7.2247,8.22657,10.536,6.0651,7.0439,9.72473
Tumor,8.07207,9.51906,10.7593,6.15939,7.68522,10.7815,8.04174,8.18096,7.38054,7.61724,7.30595,5,7.45678,8.03702,5.1419,8.06976,6.36932,11.4269,8.48653,9.8994,5,5,5,5.70322,8.87975,6.1331,7.35231,5,5,6.8123,6.29668,10.9276,6.8005,5.20922,9.79813,8.76542,10.7017,10.9595,9.20447,10.7216,9.82625,7.94713,8.98851,6.58334,5,8.97671,7.33198,6.78784,6.65129,12.5415,11.6092,5,5.75571,5,5,10.3028,8.56677,8.63548,7.52735,6.19011,5.61234,8.31223,8.41147,8.06064,9.51588,6.7459,7.22808,5,8.23275,5.0488,5.9837,7.59396,10.8577,5.25429,6.3162,9.93747,8.94555,6.7498,7.5703,7.84049,6.9786,7.81677,7.5866,5.8735,6.6487,5,7.7151,6.4226,5.57919,8.4226,5,7.37377,5,5.91177,6.4999,6.99867,8.07434,5.3958,5,6.50613
Tumor,9.318,10.7828,11.2894,7.67283,8.92351,11.2692,7.77223,9.29548,8.12287,8.93084,8.24348,5,8.32296,9.22572,6.7355,9.51715,5.63546,12.0485,8.9357,9.62345,5.1963,5.5019,5.5535,5.93651,10.0942,7.323,8.34201,5.59504,5,7.3377,6.45525,11.4874,6.99259,5,10.5822,9.81455,11.699,11.5515,10.6802,11.7122,11.1455,9.77833,10.4158,7.05449,5.05069,10.0766,7.64575,7.65327,6.56032,12.1931,11.8945,5.229,5.94844,5,5,11.2738,8.76508,9.0229,9.08909,7.32633,6.82291,9.34115,9.60464,8.23322,10.8545,5.8428,9.30898,5.0658,9.47661,5.8732,6.3512,8.22665,11.6597,6.77714,7.573,10.7766,10.467,7.4946,8.271,8.38012,8.0372,9.25155,8.0133,7.0402,7.8214,6.1827,8.1827,7.5329,7.05391,8.7959,6.1019,9.16427,5.7485,6.62251,7.3447,7.83509,8.70314,6.4845,6.3058,7.6994
Tumor,8.61296,10.9276,10.8142,5.95796,8.73871,11.6096,7.59419,7.20883,6.71492,8.33905,7.09648,5,7.83852,8.31742,6.3043,8.70412,5,12.0956,9.39794,9.62181,5,5,5.2229,5.13656,8.73708,6.7828,6.92687,5,5,5.3391,5.40975,10.982,6.86082,5,9.71701,7.75648,11.3144,11.2297,9.38345,11.6968,10.9519,8.95526,9.7953,6.66162,5,9.9147,7.47298,6.68248,6.68937,11.8772,11.5575,5,5.29705,5,5,9.75894,8.08887,8.24892,9.45793,7.66162,6.40975,8.25357,9.50455,7.10698,11.6044,5.1649,6.71996,5,8.92422,5,5.9409,7.69608,11.587,5.0507,7.2785,9.71529,7.90868,6.9139,6.8796,7.2663,7.1066,8.74088,7.8444,6.5032,7.491,5,7.9269,6.8168,5.78005,8.0707,5,8.35736,5,5.46099,5.2122,7.24572,8.13369,5,5,8.38774
Tumor,9.19544,10.0101,11.2804,8.25796,6.87564,12.0231,11.9952,7.71653,7.43797,8.04596,8.99954,5,9.38417,6.44037,5,6.91411,5.25115,8.9683,8.6087,10.9336,5.3966,5.0396,5.9947,5.32569,9.56485,6.3048,8.5687,5,5,5.184,5.75976,11.4636,7.0682,5.07496,11.1291,8.17584,11.6588,10.406,9.98364,10.8967,10.3676,7.24038,8.25235,6.95554,5,8.92408,6.40495,5,5.26423,12.3126,12.1959,5,6.81731,5.56231,5.72581,11.0112,7.82534,8.18524,10.0417,8.86487,8.35586,7.77643,11.2913,8.24038,12.1152,5,8.85901,5,10.0283,5,5,6.34142,10.2532,6.29443,6.1956,10.9633,8.30869,7.2896,7.1167,7.38245,7.8242,7.42234,8.0839,5.7425,6.1698,5,7.9719,6.9689,7.48229,8.2184,5,8.68355,5.2159,5.79749,5.1435,7.58935,7.80085,5.4311,5.6926,9.40585
Tumor,5.80304,8.72233,9.23049,5,5.75998,9.52936,5,5.5332,5,5.20101,5,5,5,5.97108,5,5.5434,5,11.0038,6.53831,6.53831,5,5,5,5,5,5,5,5,5,5,5,9.24431,6.30885,5,7.2113,5.69588,8.5834,8.80317,6.91584,8.27517,6.89381,6.19338,6.82564,5,5,8.27801,5,5,5,7.92311,7.71694,5,5,5,5,6.60841,6.01441,6.04137,5.47631,5,5,5.04137,5.98692,5,8.66478,5,5,5,6.91219,5,5,5.44176,8.83117,5,5,6.78386,6.48183,5,5.4818,5.3581,5,6.93587,5.2227,5.6139,5,5,5.5958,5,5,6.5304,5,5,5,5,5,6.18075,5.3364,5,5,5.37947
Tumor,8.99587,10.6781,11.2754,7.33927,8.19165,11.5479,10.0116,8.22691,7.15314,7.91728,7.96387,5,8.20197,7.93802,5,7.69164,5.2224,11.9439,8.06538,10.1118,5.0298,5.0804,5.6818,5.37621,9.71024,6.9985,8.63519,5.20426,5,5.7585,5.75106,11.4355,6.95016,5,10.3606,8.75429,11.4027,11.0904,10.2049,10.9661,9.4385,8.49319,9.05279,6.6155,5,8.90871,6.11003,5.80814,5,12.3909,12.015,5,5.98358,5.07944,5.3252,10.2856,7.98221,8.29889,9.60793,7.45597,6.75106,8.19095,9.83966,6.87497,11.5613,5.3931,8.13999,5,9.8128,5,5.0587,7.7809,11.2908,5.80515,6.6598,10.2387,8.62362,7.3699,6.9262,7.16972,7.2336,8.24255,7.8126,5.7809,6.4296,5,7.4719,6.2066,5,8.1986,5,8.50836,5,5.42964,5.2906,7.19975,8.03397,5,5,7.53125
Normal,11.1385,11.7545,11.94,11.6764,9.87056,12.1987,12.1868,10.5723,10.2494,9.7345,11.5112,5,10.6065,9.57468,6.0288,10.1946,6.90008,12.191,10.7259,11.6744,5.9982,6.6422,6.1528,6.56391,11.2062,8.9465,11.5227,6.47794,5.7948,8.064,8.10773,12.0855,8.96768,6.93531,11.8689,11.0232,12.0974,11.833,11.7793,12.2686,11.8577,10.298,11.1903,8.34419,6.05879,11.0899,8.63685,8.09037,9.92401,12.2915,12.1385,7.0246,10.5846,7.07002,6.73121,12.2324,10.2379,10.4922,11.4944,10.409,9.717,10.1906,12.0302,9.49307,12.2308,8.1795,10.8504,5.4851,11.619,7.4266,7.0052,9.47815,11.8109,7.64673,7.9155,11.8511,11.0039,8.5598,7.8139,8.94082,8.9297,9.88164,8.8007,7.3901,8.0749,6.9358,8.6711,8.1628,8.88138,9.2226,6.827,10.3766,5.6614,6.85072,7.1833,8.90009,10.1315,6.2399,6.6808,10.31
Normal,11.1436,11.6338,11.8803,11.5589,9.82718,12.2364,12.0417,10.4022,10.136,10.2828,11.3925,6.35255,9.72046,9.51746,6.537,10.3671,7.89734,12.2844,10.0062,11.4945,6.9779,7.1716,7.4743,7.21955,11.137,9.1739,11.0221,7.49675,5.8704,8.6202,8.04923,12.0517,9.3296,6.59582,11.7132,10.6999,12.0895,11.7432,11.7796,12.2649,11.851,9.93866,11.3123,8.29758,5.84491,11.1189,8.93528,7.92897,9.24388,12.4076,12.0543,6.3185,9.2258,6.60315,6.64163,12.2145,9.98382,10.2141,11.3762,10.5517,10.0244,10.0586,11.9236,9.48215,12.2572,8.317,10.5518,5.6129,10.9992,7.287,7.2794,9.03938,11.676,7.53514,7.8526,11.7027,10.7897,8.1622,7.6002,9.03895,8.974,9.65828,8.6871,7.3776,8.0545,7.0571,8.6805,8.2617,8.38588,9.3007,6.7395,10.1452,5.5228,6.68936,7.34,8.7037,9.99031,6.3258,6.4461,10.1876
Normal,10.7969,11.6306,11.8675,11.37,9.60728,12.0464,12.1766,10.5856,10.2136,9.64566,11.1581,5,10.3074,9.56449,6.0819,10.1563,8.03944,12.1471,10.2894,11.379,6.1906,6.7337,6.1874,6.92689,11.1663,8.5605,11.0319,7.24348,5.4694,8.0056,8.03258,12.1059,8.43885,7.02967,11.7928,11.0957,12.1673,11.8197,11.8135,12.2334,11.7247,10.2785,11.1932,8.40473,6.2037,11.0223,8.33475,7.83841,9.79497,12.4249,12.0947,5.8972,11.0633,6.98418,6.3667,12.1614,9.92208,10.1879,11.2073,9.70823,8.89401,9.88166,12.0602,9.37247,12.1086,7.8735,10.9392,5.4152,11.383,7.3021,6.2908,9.18704,11.7207,7.62867,7.8254,11.7058,11.0084,8.3553,7.5931,8.76845,8.6973,9.64768,8.6224,7.3454,8.0091,6.5487,8.5461,7.8621,8.77753,9.064,6.7467,9.97177,5.4725,6.65354,6.9571,8.69127,9.78431,5.9848,6.5487,9.65354
Normal,10.9787,11.8918,11.9945,11.8067,9.07575,12.3183,11.933,10.2755,10.235,9.77583,11.5263,5,10.2202,8.93617,5.4861,9.88432,6.45157,12.2924,10.3116,11.7313,5.1698,6.3554,6.0131,7.33973,11.536,8.894,11.2191,6.8637,5,7.9299,7.56599,12.1054,8.30741,5.61952,11.8439,10.9061,12.0515,11.7939,11.9086,12.3408,12.0282,9.73866,11.2282,7.74743,7.08847,11.3455,8.84668,7.65257,8.4391,12.2536,12.1026,5.0816,8.36125,5.74743,5.66651,12.2667,9.82923,10.2187,11.2888,9.82974,9.77879,9.93714,12.0373,9.75941,12.2291,7.8199,10.7572,5.214,11.4372,7.236,6.1949,8.65203,11.72,7.10573,7.5616,11.9225,10.8308,7.9881,6.9332,8.7755,8.7698,9.31364,8.5638,7.249,7.7603,6.8813,8.4234,7.5484,7.67353,9.0753,6.3917,10.5489,5.2999,6.31038,7.3104,8.5022,9.75692,6.1326,6.5417,9.83938