mirna_multi_cancers_duidengdata_0325_biclass_100features.arff

基于weka平台的数据挖掘方法

Normal,10.9385,11.8938,11.9529,11.4268,9.44734,12.2102,12.1319,10.4825,10.0643,9.99043,11.2228,5,10.4097,9.07635,6.0857,9.92856,8.75808,12.1762,10.1067,11.796,5.8374,6.6952,6.0857,6.53735,11.1855,8.1158,11.0202,6.67062,5.7664,8.1067,7.68879,12.1388,8.33359,6.30934,11.909,11.0336,12.0421,11.7671,11.9594,12.2675,11.8451,9.92704,11.1567,7.79083,5.81902,11.3313,8.89125,8.85296,9.35448,12.2007,12.1954,5.3093,10.9595,7.51681,6.49279,12.1897,9.63371,9.83237,11.2804,10.0135,9.5592,10.3813,11.9858,9.29089,12.2018,7.3215,10.4975,5,11.4958,6.7798,6.2909,8.84302,11.8374,7.2893,7.5718,12.012,11.1861,8.4107,7.4915,8.57551,8.6689,9.63054,8.7647,7.2198,8.0245,6.0856,8.5236,7.6531,8.90484,8.9747,6.5188,10.1898,5.3469,6.78246,6.8788,8.64165,10.1185,6.1063,6.3728,9.82168
Normal,11.3571,11.8766,11.8942,11.8024,9.83357,12.2944,12.0793,10.6261,10.7003,10.3092,11.5857,5.33269,9.79443,9.1467,6.0161,10.1224,7.14247,12.1783,10.1827,11.7579,5.7688,6.9289,5.775,6.54901,11.4842,9.2099,11.3998,6.32844,5.1712,8.2407,8.10428,12.0147,8.92313,5.95227,11.8058,10.9937,11.9575,11.7056,11.796,12.2629,11.9307,9.71403,11.1798,7.86301,5.83893,11.5026,9.33632,7.7384,8.61017,12.1473,12.0596,6.2678,9.04839,6.30842,6.11577,12.1676,10.1539,10.3009,11.5192,10.4728,10.3558,10.3147,11.9575,9.91163,12.2232,7.7421,10.6955,5.4053,11.1827,7.2339,7.1215,9.25688,11.7754,7.41723,7.7173,11.989,11.0069,8.0477,7.5185,9.04648,9.2368,9.4974,8.6677,7.1728,7.8355,7.0355,8.6724,8.0906,7.58674,9.2443,6.705,10.8929,5.4358,6.83414,7.4651,9.02635,10.2025,6.1948,6.5666,10.3422
Normal,10.8194,11.6036,11.7692,11.2133,8.83569,12.103,11.8401,9.74755,9.68075,9.36158,11.1124,6.71955,9.03345,8.7528,5.5171,9.23112,6.79756,12.0796,9.14369,11.3756,5.6126,6.0369,5.835,5.84556,11.0542,8.0976,10.8635,5.82442,5.8403,6.6188,7.18154,11.9283,7.75922,6.67194,10.9798,10.3534,11.9414,11.5486,11.6607,12.0727,11.5965,9.46549,10.4574,7.50085,5.09626,10.9324,7.70719,7.08232,8.72972,12.3465,12.0889,5.2202,7.57904,6.28659,6.14177,12.1291,9.32261,9.60689,11.1648,8.9102,7.22448,9.04447,11.7445,8.23292,12.1451,6.0682,10.1014,5.1507,10.84,5.9657,5.9401,7.89364,11.3844,7.03642,6.9459,11.0023,9.48585,7.5479,7.0099,8.37838,8.1643,8.91884,7.9941,6.7672,7.2462,5.0582,8.0732,6.9319,7.74594,8.4994,5.7298,10.1075,5.2818,6.07535,6.6745,7.86553,9.03422,5.7725,6.0276,8.81275
Normal,10.9363,11.8592,11.9653,11.3419,9.65573,12.2758,12.1708,10.2864,9.89318,10.0938,11.2307,5,10.1967,8.91397,5.6276,9.70275,8.2657,12.1431,9.7775,11.5697,5.8444,6.8776,6.234,6.5336,11.1541,8.5738,11.2282,6.28848,5.5405,7.9753,7.76678,12.1681,8.58037,6.60108,11.9232,10.9592,12.0402,11.7885,11.8222,12.2509,11.8514,9.74619,10.7784,8.01849,6.17758,11.0714,8.5314,8.79333,9.15836,12.1804,12.1213,6.5231,10.7633,7.17758,6.66301,12.1932,9.67958,9.89651,11.3008,10.3843,9.67282,10.5536,11.7838,8.84367,12.2052,7.3939,10.4357,5.5496,11.3253,7.1432,6.9281,8.98228,11.8243,7.34621,7.6412,11.967,11.0192,8.0078,7.7431,8.66738,9.1421,9.40404,8.6605,7.1421,7.8543,6.8382,8.3018,8.1399,9.282,9.0713,6.4455,10.1893,5.5013,6.83544,6.7574,8.97245,10.2815,6.2396,6.2314,10.18
Tumor,8.91007,10.6037,10.2982,9.8612,8.73401,11.7259,8.85983,9.43671,7.7365,7.31315,10.0998,5,7.23085,8.23859,5,7.4173,6.20808,11.715,5.75723,9.07484,5.1345,5.1585,5.941,5.99522,8.71799,7.7513,9.86075,5.45284,5,6.386,6.53097,10.7548,6.8678,5.56205,11.0568,9.97716,11.3529,10.542,10.6548,10.8574,10.6254,8.23271,8.52673,6.604,5,8.63356,6.69093,6.57148,7.74817,12.3458,11.8188,5,7.26067,5,5,11.2164,8.00461,8.44573,9.14504,7.61316,7.25483,8.60285,10.1292,5.92041,11.6134,5.4893,6.94419,5,9.04578,5,5,7.92311,10.3728,6.62841,7.1907,10.8243,8.05853,6.6396,7.3299,7.54277,7.9832,8.28568,7.1029,5.7491,6.1998,5,7.8623,6.4719,5.40001,8.2268,5.1475,8.81915,5,5.58275,5,7.5711,8.42739,5,5.0833,7.68135
Tumor,9.09653,10.2181,10.1831,10.2325,8.23324,11.9815,8.75471,8.48648,7.93525,7.08857,10.1739,5,6.65661,7.49475,5,6.72959,6.44964,11.8555,5.37715,9.3185,5,5.0919,5.6746,6.10528,8.7204,7.3522,9.45943,5,5,5.0784,5.96413,10.5832,6.72588,5.32713,10.271,9.37455,11.3665,10.122,10.6965,10.6338,10.4393,7.47264,7.99874,6.13195,5,8.31827,6.16856,6.0052,7.47264,12.308,11.7739,5,5.83343,5,5,11.1752,7.93931,8.32492,9.32749,7.64788,6.37348,8.12689,10.3153,5,11.8203,5,6.84787,5,7.95844,5,5,7.3144,9.92842,6.44482,6.7571,10.0141,7.6331,6.5103,7.1775,7.37898,7.8287,7.8979,6.7571,5.5282,5.5078,5,7.6998,6.3734,6.03869,7.9299,5,8.95785,5,5.49748,5,7.34777,8.12155,5,5,7.99174
Tumor,7.67378,9.52067,9.40711,9.79559,7.47593,12.4263,7.81518,8.58177,7.07221,6.45688,9.88528,5,5.85648,6.65717,5,6.28599,6.2946,11.6448,5.517,8.83302,5,5.517,5.9135,5.80918,8.08468,5.7225,8.59054,5.11174,5,5.1502,5.66118,9.86638,6.6103,5.78433,9.80468,8.90384,10.9455,9.70774,10.1666,10.9458,10.3677,6.28837,7.07978,5.58793,5,7.49482,6.36929,5,6.28837,12.9925,12.4598,5,6.41236,5,5,10.843,7.20264,7.72407,8.16284,7.51867,6.37801,7.62502,8.4624,5,11.9961,5,5.92183,5,8.10363,5,5,6.4292,9.59155,7.06122,6.62,9.45818,7.66555,6.8118,7.9498,7.53827,8.2268,7.21809,6.2093,5.3753,5.6719,5,8.3516,6.1464,5.3112,8.3376,5,8.1737,5,5.27804,5,7.53827,7.42163,5,5.1186,7.43673
Tumor,8.38828,10.4374,10.2362,9.7997,8.54514,11.8147,8.12814,8.76061,7.24313,6.51775,9.98329,5,6.39746,7.77678,5,6.51294,5.39746,11.719,5,9.63212,5,5,5.2547,5,8.57318,6.8926,9.32854,5,5,5.0169,6.09477,10.7858,6.30702,5.25438,10.9758,9.24582,11.51,10.3654,10.6725,11.1853,10.4969,7.83608,8.11906,6.25438,5,8.33032,6.02792,5.23475,7.48787,12.4344,11.9465,5,6.43724,5,5,11.0379,7.7067,8.16127,8.96527,6.46277,6.24459,7.94277,10.1902,5,11.6846,5,6.5247,5,8.8271,5,5,8.3218,10.2668,6.42707,7.1016,10.7944,7.69249,6.7161,7.2331,7.42228,7.7923,8.29457,7.4879,5.9166,5.72,5,7.8034,5.9766,5,8.2668,5,9.24123,5,5.21103,5,7.60651,8.32565,5,5.2221,7.72004
Tumor,9.37351,10.7987,11.778,11.0214,8.57504,12.0544,10.6407,9.53274,8.54566,7.99299,10.842,5,8.15483,7.89697,5,8.94803,6.70831,12.2501,9.12864,11.5554,5,6.1805,5.5594,6.10197,10.0317,7.3097,9.89309,5.2647,5,6.8497,6.80677,11.8962,6.57752,5.64026,11.093,10.1804,11.9136,11.581,11.2763,11.9731,11.2433,8.1955,10.3366,6.86375,5,9.4355,8.05865,7.34306,7.5203,12.5996,12.2521,5,7.3336,5.00453,5.13006,12.0379,8.51612,8.90983,9.53894,7.36179,7.13279,8.78351,11.2795,8.46937,11.862,6.108,8.88495,5,9.52238,6.034,5,7.63247,11.4856,6.70577,6.9554,11.2987,9.64423,7.2751,7.099,7.86309,7.9158,7.97351,7.5026,6.0103,7.2796,5.6096,8.4067,6.9859,6.36629,8.4401,5.2296,9.4016,5,6.11915,6.1921,7.60422,8.51976,5.4756,5.6857,7.54599
Tumor,9.47202,11.2024,11.6663,7.43123,8.51254,11.9452,5.80614,7.96368,7.77529,8.12807,9.96803,5,9.09325,7.50316,5,7.65105,5.17609,8.13361,8.4894,10.4685,5.5387,5.5185,5.9736,5.57819,10.1621,7.2309,8.88837,5.25951,5,5.6541,5.91168,11.5569,6.82211,5,11.2293,8.40193,11.8515,10.7059,10.479,11.1072,10.1371,7.8118,8.78505,6.88244,5,10.1619,7.34232,5.75377,7.70588,11.2249,10.3996,5,5,5.21124,5.61842,10.5961,8.20239,8.53003,10.0461,8.58022,7.93323,7.4156,10.7201,7.15529,11.9862,5,8.15529,5,10.0902,5,5.9915,7.98148,10.9231,5.6219,7.0473,11.0395,8.49012,6.2499,7.0996,7.61891,8.2128,8.19087,8.147,6.3895,6.7529,5,7.7984,7.0317,6.21873,8.3693,5,9.32646,5,5.79579,5.703,7.59937,8.3205,5.686,5.4445,9.044
Tumor,8.07962,9.23887,9.9645,6.47767,7.22621,11.0195,5,6.78171,9.19172,6.34902,7.07849,5,6.3639,7.68878,5.166,7.88714,5,6.77893,6.98538,10.3413,5,5,5.166,5,7.57834,6.3713,7.01395,5,5,5,5.64712,9.98752,6.02709,5,9.13715,7.47857,10.6031,10.3694,8.80227,9.96684,9.22893,8.17424,8.79447,5.16547,5,7.91121,5.19162,5.5761,5.53584,7.77081,8.14554,5,5,5,5,8.9659,7.00759,7.23628,8.08985,5.9372,5.20024,7.00759,8.73866,6.19594,10.7375,5,6.97031,5,7.44091,5,5,7.41087,10.6097,5.19258,5.566,9.37249,7.95956,6.3661,6.3181,7.88035,6.4196,8.06965,6.4746,5.0995,6.5373,5,7.151,5.0907,5,7.5565,5,6.87014,5,5.21696,5,6.50793,7.55013,5,5,7.02777
Tumor,10.1044,10.2346,11.2309,9.38324,8.03917,12.1444,7.13729,8.15127,9.77739,8.86485,9.42796,5,9.71285,7.6584,5.1559,8.9626,5.40966,5,7.88452,9.56137,5.2455,5,5.7714,8.35834,11.3983,7.1396,10.0729,8.19917,6.0202,6.5287,6.25866,11.3174,7.35053,5.71287,10.2933,8.66373,11.4635,10.8801,11.0215,11.0304,10.4478,8.35259,10.047,7.50542,8.47442,9.04506,7.1271,5.91674,7.00354,12.1541,11.9393,5.5779,5,6.38124,5.69993,10.9296,8.14153,8.34014,10.5968,8.74943,8.51099,8.39536,10.6562,9.32389,12.1584,5,9.21896,5,10.7331,5,5,7.68072,11.0611,7.18331,6.581,10.5256,9.03681,7.5018,7.0284,8.37135,7.7333,8.3407,8.3638,5.9595,7.5528,5,8.3808,6.3883,5.81083,8.0005,5.607,9.35898,5,5.54107,6.2994,7.61338,9.3808,5.9544,6.5035,9.11362
Tumor,8.66495,10.2382,10.7672,6.72586,8.41392,11.3016,5,9.09834,9.1048,7.17407,7.65323,5,5.98765,8.61952,6.7333,9.52735,5,8.16309,7.09257,11.3522,5,5,5,5.72213,9.92814,7.1465,6.88122,5,5.6532,5.5809,5.58871,10.7204,6.62597,5,9.85331,9.40085,11.0813,11.3399,9.50452,11.381,10.8487,9.32483,10.5649,5.82065,5,9.00479,7.08725,6.76235,7.02663,10.4345,10.1224,5,5,5,5,9.93352,7.88696,8.13972,9.34359,7.18758,6.39126,7.49112,9.53639,8.04814,11.3704,5,7.65028,5,7.27358,5.105,5,6.98181,11.7243,6.52198,7.1231,9.9022,8.31979,6.9359,7.4654,8.23568,7.2757,9.18961,7.0294,6.5396,8.048,5,7.6575,6.1492,5,8.3551,5.5871,8.4089,5.2966,5.53524,6.0603,7.05727,8.32362,5.3476,5,8.19449
Tumor,9.00914,11.2806,11.5333,8.29945,10.4731,11.5453,5,9.01061,10.3204,8.80507,8.7461,5,6.97632,10.3752,7.4848,9.55472,5.11984,6.59508,9.08107,11.8064,5.0867,5.1944,5.433,5.93343,10.8403,6.9303,8.2849,5,5,6.2554,6.29513,11.4712,6.69143,5,11.6049,9.54844,11.8059,11.3494,10.8108,12.3488,10.9927,10.6996,10.8719,6.55428,5,10.0864,7.82475,7.23333,8.22358,10.6374,10.0016,5,5,7.54061,6.33189,11.9999,10.1521,10.3006,9.55817,8.05243,7.85979,8.17002,11.3845,8.40702,11.4936,7.3589,9.27993,5,8.01053,5.6843,5.6263,8.38094,11.7179,7.19433,7.6916,11.3778,9.52612,6.7244,7.1786,8.24046,8.3798,10.6616,8.0493,7.125,7.7948,5,8.2692,6.6618,5.82878,8.9935,5.5069,8.82206,5,5.84214,6.2505,7.04349,9.88553,5.8421,5.2704,8.8229
Tumor,9.95101,9.89208,11.6166,10.3088,10.9981,12.042,7.48053,8.81662,10.3237,9.13814,10.3861,5,8.41825,10.3652,9.0364,10.084,6.08567,9.40292,9.44453,11.7853,6.0032,5.2497,6.0587,5.9455,11.4497,8.0553,10.2437,5.67064,5.1381,7.2733,6.98658,11.5918,8.05891,5.40532,11.1449,9.0972,11.7209,10.7498,11.3024,11.3873,9.88528,10.7071,10.9649,6.8748,5,8.68445,7.7361,7.77527,7.97354,11.9428,11.818,6.5629,5.98286,6.75799,6.50189,11.8688,8.37589,8.58262,10.1223,9.45776,8.94519,8.3773,11.3656,10.2725,11.9713,6.7139,9.83725,5.0554,9.75037,5,5.8587,8.87385,10.8428,7.45767,7.9208,11.2002,9.92535,7.5714,7.738,8.21811,8.6331,10.701,8.3354,7.032,8.191,5.2368,8.1634,7.4091,7.45767,9.1917,5.9307,8.92165,5.0442,6.69236,6.5587,7.97747,9.72061,6.383,6.2991,9.70296
Tumor,9.08312,10.8595,11.7908,7.04954,8.05736,12.0423,5,8.03905,7.98267,6.9297,7.0071,5,7.12092,8.72237,5.8952,8.9396,5,10.0371,8.758,10.4975,5.3673,5,5,5.94101,8.80675,6.8237,7.13084,5,5,6.5409,5.72519,11.6427,6.62117,5,10.4935,8.60762,11.953,10.4534,9.75161,10.8386,9.99994,9.47029,10.44,6.40327,5,9.0621,5.49441,5.55213,6.82222,9.05213,9.56358,7.7956,5,5.33914,5,9.22843,8.29756,8.60932,10.1518,8.63959,5.43429,7.06953,10.2542,7.55918,12.2788,5,7.87688,5,8.21509,5,5,7.90047,10.7772,6.24258,6.9795,10.5435,8.61336,8.4161,7.7507,7.99628,6.6576,9.45463,7.4581,6.6815,8.1083,5,7.7759,6.4512,5,8.3837,5,8.94917,5,5.70492,5.3357,7.18118,8.47524,5.6932,5.1258,9.30147
Tumor,7.64322,9.57217,9.83412,5,6.60854,11.6817,5,5,6.19775,6.50946,5.68317,5,5.62125,7.00752,5,6.21462,5,11.8409,7.25188,8.57789,5,5,5.0738,5,8.1699,5,5,5,5,5,5,10.1311,6.81067,5,9.06793,6.56336,10.6166,10.7585,7.85207,10.7359,9.19733,7.98717,8.01745,5.77059,5,8.89231,6.82052,5.14441,5,10.5981,10.3674,5,5.04711,5.20581,5,8.69365,7.1907,7.53074,8.8156,6.99588,6.88763,6.2647,8.23187,6.72937,11.4482,5,6.67613,5,7.39233,5,5,5.8425,11.0022,5,6.4212,8.84016,7.59253,5.7153,6.3306,7.4399,6.6842,7.90664,6.679,6.7556,6.4212,5,6.3571,5.3571,5,7.7506,5,5,5,5.96804,6.2481,7.3959,7.30364,5.3831,5,7.9766
Normal,10.7073,11.9317,12.1094,11.7457,9.82511,12.3537,12.0049,10.71,10.8704,10.4914,11.4685,5.48202,11.8243,9.25216,6.9764,10.7352,6.8411,5,10.3361,11.8233,6.5222,8.2045,6.6533,7.00285,11.7066,8.7926,11.8535,7.17956,6.378,9.1183,7.87846,12.2289,8.82448,7.54912,12.0167,11.1599,12.2557,12.0846,12.0047,12.4777,12.184,9.92572,11.6163,9.31702,6.03366,11.4266,10.0922,9.37842,7.11329,12.4643,12.3252,8.2095,8.62598,8.59182,6.40603,12.4605,9.85298,10.1662,11.4237,10.3458,10.2141,11.4848,12.0628,10.1395,12.3599,7.3234,10.8567,5.751,12.0692,8.1505,7.4398,9.12309,12.0776,7.93471,7.8521,12.0307,11.5929,8.2715,8.2983,9.0645,9.5831,9.36669,9.1859,7.2174,8.4336,6.496,8.8556,8.41,7.35688,9.4544,7.065,10.1059,5.7421,7.25664,7.9478,10.0185,10.7826,6.6804,6.9652,10.1095
Normal,11.5036,11.715,11.9899,11.6017,10.0591,12.4713,12.368,8.8714,11.2606,10.7589,11.435,5,11.6945,8.47409,6.456,9.53309,6.83694,5,10.8562,11.76,6.7528,7.253,6.8607,7.041,11.6258,9.3385,11.5979,7.14767,6.1053,8.5158,8.08748,11.917,10.2912,6.3055,11.835,9.3147,12.181,11.7232,11.6418,12.2455,12.0036,9.41682,10.3746,9.47479,5.83251,10.7302,8.90647,7.49423,7.09325,12.3186,12.0218,8.2245,9.39697,8.57538,6.36121,12.2575,9.68368,10.0151,11.7645,11.4147,11.1819,10.465,11.983,9.74648,12.3215,7.6308,10.5606,5.7431,11.8119,7.7966,7.6919,9.33476,11.6804,7.66959,7.8442,11.678,10.5281,8.1674,7.5854,8.85389,9.6813,8.85803,9.0567,6.8617,7.6075,6.3981,8.6956,8.2767,6.49835,9.2391,6.8763,10.6422,5.763,6.98816,7.0635,10.1118,10.3953,6.4331,6.7864,10.9058
Normal,10.8197,11.8995,12.0864,9.53186,10.1171,12.1588,8.76146,10.9595,10.6506,10.0106,10.285,5,11.9945,9.78434,7.257,9.73401,6.48608,9.27035,10.5339,11.5771,6.3322,7.7965,6.6636,7.02844,10.8592,9.1732,10.7789,7.24689,5.2367,7.7544,8.58138,12.0189,8.23988,5.52483,12.0928,11.2885,12.1768,11.6207,11.7371,12.2509,11.4109,10.1093,10.5971,7.89884,6.18556,11.1232,8.36218,8.14989,8.07308,12.3059,11.8468,7.4017,6.69946,6.54065,7.02982,12.22,10.1348,10.328,11.1475,9.97361,8.92972,9.345,11.722,8.45069,12.1652,7.143,10.617,5.7411,12.0162,6.3077,8.8636,9.37273,11.819,7.22768,7.9524,12.1437,10.5746,8.4682,8.09,10.3729,9.2844,9.91268,9.0196,7.3517,7.8468,7.8588,8.4721,8.1102,10.1447,9.3951,5.82,11.3161,5.2998,7.08796,6.9954,9.45719,10.0019,6.1361,6.991,10.1624
Normal,11.238,11.9775,12.0538,11.5122,9.34458,12.49,12.2135,9.71015,10.7429,10.6659,11.3559,5.26312,11.7535,8.39289,5.8761,9.33047,6.56797,5,10.2211,11.7929,6.1711,7.0485,6.3851,6.51194,11.707,9.1357,11.6694,6.45364,5,8.1552,7.84585,12.2097,9.65637,6.96099,11.9664,10.303,12.4046,12.0769,11.8949,12.5846,12.1389,9.4855,10.3951,9.13818,5.34286,11.4384,9.03294,8.143,6.82649,12.6551,12.3558,8.0212,8.92362,8.51836,6.42439,12.4888,9.78773,10.1021,11.6492,10.9637,10.791,10.7499,12.0213,9.81934,12.5632,7.6731,10.2813,5.5459,12.1303,7.617,7.7558,9.33375,11.9834,8.10742,8.3499,11.8677,10.8237,8.5229,8.6551,9.11173,9.9231,9.28423,9.3002,7.5997,7.9963,7.2766,8.8179,8.6785,7.71068,9.618,7.8959,10.8766,6.9353,7.74436,8.3189,10.3323,10.1674,7.4608,7.6144,10.2082
Normal,11.0312,11.702,11.8557,11.4414,9.48111,12.3913,12.0216,9.24148,10.2701,10.5685,11.1947,5,11.1876,7.81593,5.4805,8.63421,5.96178,5,9.76666,11.8286,5.6707,6.6101,5.9687,6.23288,11.5424,8.7411,11.6362,5.75319,5,7.388,6.87645,11.8788,9.03949,5.79883,11.7021,9.90283,12.0258,11.67,11.6867,12.2826,11.904,8.78425,10.0395,8.71871,5,10.9362,9.15797,8.57794,6.45682,12.1303,12.1036,6.8901,8.4243,7.52195,5.89012,12.2201,9.38016,9.73963,11.4565,10.7854,10.7575,10.8992,11.8865,9.55774,12.3254,6.9436,10.3296,5.352,11.7145,7.0046,6.9599,8.60693,11.7042,6.90902,7.6849,11.7039,10.3578,7.483,7.0619,8.39402,9.0606,8.6415,8.6078,6.7514,7.6585,5.6514,8.5573,7.434,6.57057,8.9135,6.2969,10.5255,5.4443,6.54773,7.6005,9.65536,10.2059,5.9473,6.1429,10.4785
Normal,10.4909,11.8169,11.7354,9.07753,9.67475,11.8905,7.84025,10.947,10.2231,9.66386,10.0359,5,11.6402,9.28243,6.1842,8.99667,5.20443,8.5785,9.85787,11.2195,5.5021,7.2512,5.6195,6.18425,10.6265,8.5254,10.7607,6.15344,5,6.5502,8.22472,11.9176,7.34223,5.20296,12.117,11.2023,12.0658,11.4185,11.7106,12.1641,11.4166,9.93931,10.3842,7.35325,5.12279,11.203,7.98927,8.10724,7.61189,12.317,11.8825,6.2319,6.2789,5.67298,6.23191,12.13,9.53943,9.8887,10.6419,9.33558,8.19685,8.84291,11.7513,7.44471,12.0659,6.2509,10.1962,5.1833,12.023,5.5092,7.2996,9.02403,11.4709,6.38368,7.2589,11.8663,9.90655,7.3837,7.3636,9.76724,8.5059,9.62404,8.4365,6.9062,7.3757,6.5946,8.1541,7.3575,9.97494,8.6815,5,10.6681,5,6.44226,6.4074,8.90134,9.5013,5.723,6.542,9.56902
Normal,11.2112,11.9351,11.9312,11.3602,9.8039,12.5371,12.3074,9.08772,10.631,10.5435,11.1171,5.08712,11.5893,8.4081,6.3745,9.07401,6.85042,5,9.8709,11.8749,6.3068,6.5187,6.3822,6.50097,11.7763,9.1373,11.6941,6.5431,5.5671,7.6941,7.41838,11.9575,9.5936,6.60853,11.7943,9.65747,12.1569,11.817,11.7506,12.4094,12.0659,9.46156,10.3542,9.20162,5.51844,11.4031,8.84111,7.15215,6.94644,12.3969,12.2253,7.7227,8.59095,8.23594,6.41038,12.3191,9.69907,10.0478,11.7217,11.2936,11.1623,10.2979,11.9478,9.58919,12.4848,7.4616,10.2172,5.605,11.9773,7.197,7.7703,8.93727,11.7236,7.53957,7.6777,11.6322,10.2263,8.079,7.6713,8.65994,9.0936,8.91154,8.7979,7.1755,7.6632,6.2203,8.6501,7.762,6.73133,9.2422,6.9332,10.9275,6.022,6.68093,7.359,9.84335,10.0207,6.5038,6.8067,10.9971
Normal,11.3057,11.6543,11.9664,11.5395,9.64954,12.3941,12.1846,8.99974,10.8482,10.5709,11.2705,5,11.5145,7.99435,6.0146,8.7843,6.42015,5,9.90818,11.8697,6.2295,6.9268,6.1326,6.24977,11.6142,9.1096,11.4096,6.07027,5.5433,7.7015,7.34335,11.9403,9.70946,6.41134,11.7805,9.59717,12.1424,11.6903,11.6399,12.3539,11.9791,9.24533,10.0195,9.22554,5.22658,11.1206,8.74063,7.01464,6.65207,12.299,12.2098,7.5718,8.57675,8.29017,6.37018,12.3466,9.52994,9.83512,11.771,11.3041,11.22,10.4576,11.9241,9.49381,12.3613,7.0435,10.5447,5.5817,11.8996,7.1862,7.6332,8.74311,11.7239,7.31693,7.588,11.7092,10.2753,7.7679,7.2868,8.52326,9.3308,8.708,8.776,6.8135,7.4773,5.2046,8.8384,8.1173,6.80289,9.1141,6.4756,10.6955,5.5473,6.77059,6.85,9.83481,10.1522,6.2906,6.4988,11.086
Normal,11.5167,11.8685,11.9331,11.494,9.90772,12.4635,12.0808,8.53249,10.8087,10.886,11.2283,5,11.5523,8.03945,5.6065,8.98153,5.75705,5,9.92336,11.8068,6.3114,6.6803,6.3202,8.0341,11.588,8.8993,11.6373,7.76999,5.6631,7.3377,7.46578,12.0479,10.135,6.12908,11.8439,9.1211,12.0948,11.7451,11.6791,12.2624,12.0203,9.17989,10.3224,9.06121,7.78981,11.4251,8.84897,7.3545,6.70695,12.1636,12.1374,7.7193,8.68277,8.14491,6.22153,12.2746,9.94248,10.1712,11.942,11.6421,11.5166,10.5224,11.9514,9.78729,12.4132,7.2413,10.3474,5.3084,11.9128,7.3815,7.8131,9.21521,11.7345,7.21751,7.6187,11.7856,10.3495,7.7638,6.6997,8.56306,9.5881,8.71109,8.9013,7.0058,7.6428,5.7127,8.5702,7.8841,6.33193,9.1069,6.4729,11.1282,5.4419,6.59778,7.0782,10.1022,10.4399,5.9681,6.7606,11.1573
Tumor,9.3596,9.40176,11.5968,10.3516,8.56851,12.214,8.58869,9.1192,9.20387,8.64758,10.3151,5,10.0112,7.20012,5,9.14181,6.60009,6.40582,9.35119,10.668,5.046,6.0123,6.2335,6.00373,10.1544,7.9734,9.90344,6.40582,5,7.6142,6.63186,11.6808,7.22301,6.35441,10.9166,9.33414,12.0311,11.4657,11.0417,11.5199,10.9822,7.85311,9.9466,8.04091,5,8.07843,7.13951,6.56386,6.09008,12.4649,12.1069,6.6477,6.38626,7.36723,5.85083,12.0051,7.66599,7.95856,9.33903,8.71447,8.52075,8.66079,10.4188,8.04191,12.0642,5.5527,9.65558,5.0706,10.5928,5.2053,5,8.2031,11.4957,7.45172,7.3955,10.9457,9.69533,7.3889,8.3557,8.92483,8.6132,8.61392,8.7151,5.9434,7.7495,5.4454,8.2743,7.2636,7.03668,9.075,6.5134,8.82501,5.4643,6.72625,6.7623,8.75844,8.93105,6.5491,6.684,9.31295
Tumor,11.1483,11.1169,11.8882,10.2473,9.96504,12.5904,10.2743,10.2764,10.6737,10.3149,10.1382,6.89363,11.4289,9.86204,7.9008,10.5528,7.89363,9.95823,9.15875,10.9949,7.6039,7.8684,8.0524,7.7707,11.2277,8.481,10.4063,8.11194,7.7233,8.9306,7.86132,11.9355,8.77525,7.95851,11.4465,10.2765,12.1216,11.9863,12.049,12.0305,11.5588,10.6207,11.3709,9.00298,6.15237,10.5414,7.90631,7.61258,7.91263,12.6882,12.4297,8.3963,6.69986,7.92891,7.08241,11.8698,8.92517,9.09246,11.4522,10.1975,9.99794,9.92267,12.0472,8.48705,12.6252,6.6126,10.9658,5.3061,11.7518,6.694,6.6032,9.16176,12.0573,8.3208,8.1013,11.3853,10.38,8.973,8.4004,9.31754,8.4531,10.1638,9.1971,7.4724,8.5443,6.0959,8.26,7.0383,6.99468,9.1398,6.8553,9.73944,6.074,7.2047,6.4488,8.93399,9.80304,6.7598,7.0916,10.2082
Tumor,11.1544,11.3841,10.9313,8.90393,10.582,12.0243,6.08924,8.88551,9.40772,9.98809,10.0075,5,9.25342,9.79363,7.4816,10.0492,5.92574,11.6498,9.89598,11.4257,5.6856,6.3042,5.821,6.25151,9.79528,7.2987,9.94277,5.56728,5.9823,7.0412,7.16104,11.0262,8.66931,9.88745,10.873,9.5302,10.705,10.873,10.6438,11.6698,10.9594,10.5832,10.9772,6.96806,5.87635,10.7066,7.32918,8.22367,8.98882,11.1945,10.9175,5,5.18147,7.91482,7.31897,11.5487,10.5522,10.624,11.3479,10.3271,9.29833,8.36535,11.0426,6.67011,12.3109,7.0295,8.62855,5,9.43082,5,6.6409,9.71188,11.3346,7.53413,7.4772,10.9249,9.40284,7.5727,7.1091,11.003,8.3647,10.2063,8.194,7.0941,8.1497,5,7.8046,7.003,6.0635,8.7424,5.7416,9.54247,5.3436,6.64158,5.9229,7.32653,9.0635,5.5563,5.6416,10.2426
Tumor,8.36797,9.51409,9.39495,6.64764,7.87955,11.2176,5,5.99053,6.58287,6.69608,5.25356,5,5.6686,6.55312,5,6.89594,5,8.37649,8.00158,10.8431,5,5,5,5.05562,7.10002,5.5304,5.22555,5,5,5,5,9.45999,6.25556,7.4962,9.36388,6.98967,9.93125,8.97167,8.19478,9.36609,8.33093,7.48812,8.37433,5.40471,5,7.47182,5.76058,5.64174,6.22184,9.27272,8.63261,5,5,5.96658,5.40471,9.52414,7.97528,8.04306,8.2484,5.88275,5.24121,6.13133,7.91627,5,10.9378,5,5.51223,5,6.32073,5,5,7.32077,9.61139,5.93461,6.2959,9.22751,7.34082,5.0033,5.8123,6.58455,5.911,7.90198,6.2959,5,5.9977,5,6.4515,5.9405,5,8.0862,5,8.26822,5,5,5,6.49989,7.08485,5,5,7.18192
Tumor,10.1416,11.4007,11.6861,10.7907,7.86193,12.0866,11.7016,9.39078,8.72065,8.85112,10.4215,5,8.29834,7.03105,5,8.25663,7.17666,5,9.35553,11.2541,5.0812,5.4493,5.7958,6.09352,10.5451,7.8601,6.4007,5.71867,5.4777,8.6053,6.31888,11.9038,7.40838,6.27196,11.0113,10.0006,11.9909,11.6916,11.7684,12.2354,11.7738,7.55522,9.8074,7.81866,5.60102,10.7368,8.00952,7.50284,6.79604,12.2621,12.1835,5.3304,7.87666,7.07077,5.87666,12.2294,7.81253,8.20015,10.2697,8.81662,9.17407,10.4652,11.6167,7.89613,12.1696,6.3643,10.1962,5.1345,9.35169,6.6523,5,7.59344,11.5853,6.78914,6.5501,10.8225,9.87074,7.0604,7.0486,8.13503,8.5914,7.67262,7.8953,6.5501,7.1182,5,8.3871,6.8208,5,8.3381,5.8517,10.2811,5,5.71626,6.663,7.97086,9.15585,5.686,5.6157,8.83547
Tumor,10.4435,11.289,11.8475,11.3186,9.31408,12.3464,11.6158,9.59337,10.2627,9.91097,11.1395,5,10.6924,7.54827,5,8.64702,6.66988,5,10.4378,11.6217,5.7538,5.9515,6.0675,6.35226,11.1445,7.8465,10.8917,5.69556,5,7.8176,6.65369,11.9197,8.14295,6.34514,11.3794,10.1147,12.0558,11.6436,11.7187,12.236,11.6732,8.55759,9.99431,7.95758,5,10.4864,7.83254,7.88501,6.34514,12.2927,12.2165,7.3228,7.29431,8.04558,6.49269,12.3219,8.96663,9.3319,10.8864,9.94024,10.0537,10.4652,11.6148,9.45976,12.2971,5.8774,10.4056,5.1041,11.4231,6.4261,5.7904,8.36358,11.6483,6.91938,7.338,11.1915,9.57105,7.1531,7.2771,9.10772,9.0542,8.22087,8.3834,6.5495,7.5495,5.7826,8.8555,7.234,6.2543,8.7826,6.0376,9.75849,5.3051,6.26575,7.3272,9.02338,9.567,5.7504,6.3162,9.83206
Tumor,7.88736,9.14706,9.02984,8.37421,8.85709,11.0025,5.60725,7.89731,7.53898,6.9316,8.28608,5,7.54532,7.48062,5.236,7.04782,5.92189,8.49215,6.96036,9.0534,5,5,5.07,5.7999,9.12182,6.0253,6.94125,5,5,5,6.39006,8.95077,6.39006,6.89595,9.23806,8.25796,9.42568,11.1353,8.69894,11.9211,11.1331,7.85211,8.50443,6.16406,5.26977,7.47412,6.65909,6.72348,6.50109,11.5357,10.8544,5,5.52756,6.07712,5.95566,10.7679,8.23806,8.5292,8.04082,6.4327,6.05909,6.4673,8.40084,5.67694,10.5564,5.7462,6.44664,5.0316,8.24206,5.2854,5.1556,8.13884,11.9202,7.3468,7.3749,9.54255,8.24942,6.9294,8.2814,7.62398,7.6701,8.24942,7.6983,6.3539,6.8413,6.5332,8.028,6.9807,7.71213,8.5732,6.4888,9.66017,6.0213,6.66446,6.7038,7.54255,7.80558,6.508,6.527,7.22449
Tumor,9.17379,10.4543,9.98975,7.79691,8.76581,11.8668,5.03137,7.93055,8.3271,7.80537,7.8673,5,8.56494,7.16559,5,7.62592,5.81378,9.70549,8.42918,10.9531,5,5,5.9267,6.11544,10.3769,6.8874,9.43737,5,5,6.5373,6.22461,10.1044,6.7681,5.9201,10.1512,8.45615,10.6915,10.8612,10.0832,11.2651,10.6041,8.20994,8.98963,7.07066,5.40553,8.54069,7.09003,6.6161,6.72333,11.3227,11.1204,5,5,6.96275,6.39519,11.1638,8.54888,8.83467,9.50446,8.02612,7.4209,6.89096,9.75097,7.24779,12.0013,5.6161,7.4209,5,8.78997,5,5.0311,8.14564,10.9915,5.98665,6.9726,10.326,8.28172,6.2888,7.5856,8.88699,7.49,8.66647,7.887,5.4701,6.8624,5,7.7799,7.198,6.59477,8.6522,5.6039,9.56869,5,5.55754,5,7.53137,7.8643,5.8158,5.529,7.99712
Tumor,11.1553,11.8488,11.6271,8.65379,8.97658,12.1289,8.19463,10.1391,8.05682,9.9298,8.40803,5,8.0861,8.57222,5.4686,10.2809,5.03363,5,9.35423,11.2202,5.9792,5.0989,6.0067,8.30111,10.6074,8.2445,10.0997,8.36886,5.3011,8.3636,6.89399,11.9428,8.02466,8.51856,11.7978,10.642,11.6059,11.6126,11.4302,12.1789,11.5381,9.66316,11.4263,7.36961,8.4822,11.2595,7.51645,8.56635,9.23017,12.1086,11.9687,5,6.04534,7.38359,6.06861,11.7182,9.56686,9.6622,11.0474,10.069,8.60466,9.68779,11.4535,7.99461,12.2825,7.2321,8.79282,5.2727,9.43821,5.7539,6.8171,8.45409,11.8212,7.6073,7.4821,11.7118,10.4619,7.7913,7.9487,8.48803,7.9372,9.4058,8.2562,6.9401,8.075,5,7.908,7.5761,6.10359,8.9736,6.1641,9.1511,5.5212,6.08805,6.8261,7.95302,10.2142,6.0242,7.0187,9.8439
Tumor,10.9419,11.6808,11.0359,9.45628,10.4637,11.9278,8.91505,9.8131,9.39078,9.3994,9.47373,5,8.96381,9.66414,6.8091,9.60062,6.28429,11.1466,9.98687,11.5656,5.927,5.8969,5.8411,6.35689,10.9363,7.906,10.9049,6.1271,6.3745,7.6006,7.09005,11.2882,7.72853,8.79593,11.5352,10.3025,11.6131,11.4624,11.287,11.9742,11.2867,10.2106,10.7571,7.84304,5.99156,10.9158,7.99418,8.75956,9.03723,12.021,11.8065,6.0629,6.38289,7.51966,6.72853,11.8314,9.93187,10.0033,10.8334,9.23453,9.29773,9.24936,11.4117,7.6807,11.947,7.002,9.08026,5.1119,10.1292,5.5051,6.4222,9.94218,11.5524,7.65396,7.7034,11.2957,9.42586,8.1559,7.6413,9.71323,8.4964,10.0247,8.4162,7.0404,8.0713,5,8.0088,7.9878,5.52585,9.1068,6.0014,9.49854,5.05,6.02593,6.2379,7.98278,9.87534,5.9149,6.0113,9.39938
Normal,10.0056,11.9934,12.0135,8.40099,9.00863,12.3313,8.6048,10.1813,9.44897,8.60709,9.30981,5,11.8563,8.6828,6.006,8.78436,5.9638,7.8621,9.44642,10.9899,5.8602,6.9851,6.1573,6.68063,9.96959,8.3784,10.4506,6.7568,5,7.0471,7.75458,12.13