iono.txt

本代码主要对 K_means 算法用java语言实现 .对需要java kmeans同志很帮助! 并附有测试文件!

1,0,0.99539,-0.05889,0.85243,0.02306,0.83398,-0.37708,1,0.03760,0.85243,-0.17755,0.59755,-0.44945,0.60536,-0.38223,0.84356,-0.38542,0.58212,-0.32192,0.56971,-0.29674,0.36946,-0.47357,0.56811,-0.51171,0.41078,-0.46168,0.21266,-0.34090,0.42267,-0.54487,0.18641,-0.45300
1,0,1,-0.03365,1,0.00485,1,-0.12062,0.88965,0.01198,0.73082,0.05346,0.85443,0.00827,0.54591,0.00299,0.83775,-0.13644,0.75535,-0.08540,0.70887,-0.27502,0.43385,-0.12062,0.57528,-0.40220,0.58984,-0.22145,0.43100,-0.17365,0.60436,-0.24180,0.56045,-0.38238
1,0,1,-0.02401,0.94140,0.06531,0.92106,-0.23255,0.77152,-0.16399,0.52798,-0.20275,0.56409,-0.00712,0.34395,-0.27457,0.52940,-0.21780,0.45107,-0.17813,0.05982,-0.35575,0.02309,-0.52879,0.03286,-0.65158,0.13290,-0.53206,0.02431,-0.62197,-0.05707,-0.59573,-0.04608,-0.65697
1,0,0.97588,-0.10602,0.94601,-0.20800,0.92806,-0.28350,0.85996,-0.27342,0.79766,-0.47929,0.78225,-0.50764,0.74628,-0.61436,0.57945,-0.68086,0.37852,-0.73641,0.36324,-0.76562,0.31898,-0.79753,0.22792,-0.81634,0.13659,-0.82510,0.04606,-0.82395,-0.04262,-0.81318,-0.13832,-0.80975
1,0,0.96355,-0.07198,1,-0.14333,1,-0.21313,1,-0.36174,0.92570,-0.43569,0.94510,-0.40668,0.90392,-0.46381,0.98305,-0.35257,0.84537,-0.66020,0.75346,-0.60589,0.69637,-0.64225,0.85106,-0.65440,0.57577,-0.69712,0.25435,-0.63919,0.45114,-0.72779,0.38895,-0.73420
1,0,1,0.06655,1,-0.18388,1,-0.27320,1,-0.43107,1,-0.41349,0.96232,-0.51874,0.90711,-0.59017,0.89230,-0.66474,0.69876,-0.70997,0.70645,-0.76320,0.63081,-0.80544,0.55867,-0.89128,0.47211,-0.86500,0.40303,-0.83675,0.30996,-0.89093,0.22995,-0.89158
1,0,1,-0.16316,1,-0.10169,0.99999,-0.15197,1,-0.19277,0.94055,-0.35151,0.95735,-0.29785,0.93719,-0.34412,0.94486,-0.28106,0.90137,-0.43383,0.86043,-0.47308,0.82987,-0.51220,0.84080,-0.47137,0.76224,-0.58370,0.65723,-0.68794,0.68714,-0.64537,0.64727,-0.67226
1,0,1,0.07380,1,0.03420,1,-0.05563,1,0.08764,1,0.19651,1,0.20328,1,0.12785,1,0.10561,1,0.27087,1,0.44758,1,0.41750,1,0.20033,1,0.36743,0.95603,0.48641,1,0.32492,1,0.46712
1,0,0.99645,0.06468,1,-0.01236,0.97811,0.02498,0.96112,0.02312,0.99274,0.07808,0.89323,0.10346,0.94212,0.05269,0.88809,0.11120,0.86104,0.08631,0.81633,0.11830,0.83668,0.14442,0.81329,0.13412,0.79476,0.13638,0.79110,0.15379,0.77122,0.15930,0.70941,0.12015
1,0,0.67065,0.02528,0.66626,0.05031,0.57197,0.18761,0.08776,0.34081,0.63621,0.12131,0.62099,0.14285,0.78637,0.10976,0.58373,0.18151,0.14395,0.41224,0.53888,0.21326,0.51420,0.22625,0.48838,0.23724,0.46167,0.24618,0.43433,0.25306,0.40663,0.25792,1,0.33036
1,0,1,-0.00612,1,-0.09834,1,-0.07649,1,-0.10605,1,-0.11073,1,-0.39489,1,-0.15616,0.92124,-0.31884,0.86473,-0.34534,0.91693,-0.44072,0.96060,-0.46866,0.81874,-0.40372,0.82681,-0.42231,0.75784,-0.38231,0.80448,-0.40575,0.74354,-0.45039
1,0,0.96071,0.07088,1,0.04296,1,0.09313,0.90169,-0.05144,0.89263,0.02580,0.83250,-0.06142,0.87534,0.09831,0.76544,0.00280,0.75206,-0.05295,0.65961,-0.07905,0.64158,-0.05929,0.55677,-0.07705,0.58051,-0.02205,0.49664,-0.01251,0.51310,-0.00015,0.52099,-0.00182
1,0,1,-0.06182,1,0.02942,1,-0.05131,1,-0.01707,1,-0.11726,0.84493,-0.05202,0.93392,-0.06598,0.69170,-0.07379,0.65731,-0.20367,0.94910,-0.31558,0.80852,-0.31654,0.84932,-0.34838,0.72529,-0.29174,0.73094,-0.38576,0.54356,-0.26284,0.64207,-0.39487
1,0,1,-0.08714,1,-0.17263,0.86635,-0.81779,0.94817,0.61053,0.95473,-0.41382,0.88486,-0.31736,0.87937,-0.23433,0.81051,-0.62180,0.12245,-1,0.90284,0.11053,0.62357,-0.78547,0.55389,-0.82868,0.48136,-0.86583,0.40650,-0.89674,0.32984,-0.92128,-0.13341,-1
1,0,1,0.08380,1,0.17387,1,-0.13308,0.98172,0.64520,1,0.47904,1,0.59113,1,0.70758,1,0.82777,1,0.95099,1,1,0.98042,1,0.91624,1,0.83899,1,0.74822,1,0.64358,1,0.52479,1
1,0,1,-0.14236,1,-0.16256,1,-0.23656,1,-0.07514,1,-0.25010,1,-0.26161,1,-0.21975,1,-0.38606,1,-0.46162,1,-0.35519,1,-0.59661,1,-0.47643,0.98820,-0.49687,1,-0.75820,1,-0.75761,1,-0.84437
1,0,0.88208,-0.14639,0.93408,-0.11057,0.92100,-0.16450,0.88307,-0.17036,0.88462,-0.31809,0.85269,-0.31463,0.82116,-0.35924,0.80681,-0.33632,0.75243,-0.47022,0.70555,-0.47153,0.66150,-0.50085,0.61297,-0.48086,0.56804,-0.54629,0.50179,-0.59854,0.47075,-0.57377,0.42189,-0.58086
1,0,1,-0.15899,0.72314,0.27686,0.83443,-0.58388,1,-0.28207,1,-0.49863,0.79962,-0.12527,0.76837,0.14638,1,0.39337,1,0.26590,0.96354,-0.01891,0.92599,-0.91338,1,0.14803,1,-0.11582,1,-0.11129,1,0.53372,1,-0.57758
1,0,1,0.00433,1,-0.01209,1,-0.02960,1,-0.07014,0.97839,-0.06256,1,-0.06544,0.97261,-0.07917,0.92561,-0.13665,0.94184,-0.14327,0.99589,-0.14248,0.94815,-0.13565,0.89469,-0.20851,0.89067,-0.17909,0.85644,-0.18552,0.83777,-0.20101,0.83867,-0.20766
1,0,0.91241,0.04347,0.94191,0.02280,0.94705,0.05345,0.93582,0.01321,0.91911,0.06348,0.92766,0.12067,0.92048,0.06211,0.88899,0.12722,0.83744,0.14439,0.80983,0.11849,0.77041,0.14222,0.75755,0.11299,0.73550,0.13282,0.66387,0.15300,0.70925,0.10754,0.65258,0.11447
1,0,1,0.06538,1,0.20746,1,0.26281,0.93051,0.32213,0.86773,0.39039,0.75474,0.50082,0.79555,0.52321,0.65954,0.60756,0.57619,0.62999,0.47807,0.67135,0.40553,0.68840,0.34384,0.72082,0.27712,0.72386,0.19296,0.70682,0.11372,0.72688,0.06990,0.71444
1,0,0.90932,0.08791,0.86528,0.16888,1,0.16598,0.55187,0.68154,0.70207,0.36719,0.16286,0.42739,0.57620,0.46086,0.51067,0.49618,0.31639,0.12967,0.37824,0.54462,0.31274,0.55826,0.24856,0.56527,0.18626,0.56605,0.12635,0.56101,0.06927,0.55061,0.12137,0.67739
1,0,0.99025,-0.05785,0.99793,-0.13009,0.98663,-0.19430,0.99374,-0.25843,0.92738,-0.30130,0.92651,-0.37965,0.89812,-0.43796,0.84922,-0.52064,0.87433,-0.57075,0.79016,-0.59839,0.74725,-0.64615,0.68282,-0.68479,0.65247,-0.73174,0.61010,-0.75353,0.54752,-0.80278,0.49195,-0.83245
1,0,1,-0.03730,1,-0.07383,0.99601,-0.11039,0.99838,-0.09931,0.98941,-0.13814,0.96674,-0.21695,0.95288,-0.25099,0.91236,-0.34400,0.90581,-0.32152,0.89991,-0.34691,0.87874,-0.37643,0.86213,-0.42990,0.83172,-0.43122,0.81433,-0.42593,0.77919,-0.47977,0.75115,-0.50152
1,0,0.98166,0.00874,0.98103,-0.03818,0.97565,-0.05699,0.95947,-0.06971,0.99004,-0.04507,0.94713,-0.11102,0.93369,-0.12790,0.94217,-0.11583,0.79682,-0.19200,0.88274,-0.17387,0.86257,-0.18739,0.88487,-0.19689,0.81813,-0.21136,0.78546,-0.23864,0.76911,-0.23095,0.74323,-0.23902
1,0,0.84134,-0.18362,0.43644,0.02919,0.93421,-0.00267,0.87947,0.13795,0.81121,-0.01789,0.88559,0.54991,0.91714,-0.57486,0.75000,-0.29520,0.86676,-0.20104,1,1,0.46610,-0.16290,0.90066,-0.02778,0.93358,-0.01158,0.61582,-0.32298,0.84463,-0.25706,0.93323,-0.01425
1,0,1,1,1,1,0.91010,1,-0.26970,1,-0.83152,1,-1,1,-1,0.72526,-1,-0.57779,-1,-0.42052,-1,-1,-0.52838,-1,0.90014,-1,1,-1,1,-1,1,-0.34686,1,0.34845
1,0,0.95659,0.08143,0.97487,-0.05667,0.97165,-0.08484,0.96097,-0.06561,0.94717,0.01279,0.95436,-0.16795,0.94612,-0.19497,0.99630,-0.32268,0.90343,-0.35902,0.91428,-0.27316,0.90140,-0.29807,0.99899,-0.40747,0.87244,-0.34586,0.92059,-0.30619,0.83951,-0.39061,0.82166,-0.41173
1,0,1,-0.02259,1,-0.04494,1,-0.06682,1,-0.08799,1,0.56173,1,-0.12738,1,-0.14522,1,0.32407,1,-0.17639,0.99484,-0.18949,0.95601,-0.20081,1,-0.92284,0.87280,-0.21793,0.82920,-0.22370,0.78479,-0.22765,0.73992,-0.22981
1,0,1,0.05812,0.94525,0.07418,0.99952,0.13231,1,-0.01911,0.94846,0.07033,0.95713,0.14644,0.94862,0.11224,0.90896,0.20119,0.96741,0.16265,0.99695,0.14258,0.90784,0.16410,0.91667,0.22431,0.88423,0.23571,0.88568,0.22511,0.78324,0.29576,0.83574,0.31166
1,0,1,0.09771,1,0.12197,1,0.22574,0.98602,0.09237,0.94930,0.19211,0.92992,0.24288,0.89241,0.28343,0.85529,0.26721,0.83656,0.33129,0.83393,0.31698,0.74829,0.39597,0.76193,0.34658,0.68452,0.42746,0.62764,0.46031,0.56791,0.47033,0.54252,0.50903
1,0,1,0.16801,0.99352,0.16334,0.94616,0.33347,0.91759,0.22610,0.91408,0.37107,0.84250,0.46899,0.81011,0.49225,0.78473,0.48311,0.65091,0.56977,0.56553,0.58071,0.55586,0.64720,0.48311,0.55236,0.43317,0.69129,0.35684,0.76147,0.33921,0.66844,0.22101,0.78685
1,0,1,-0.41457,1,0.76131,0.87060,0.18593,1,-0.09925,0.93844,0.47990,0.65452,-0.16080,1,0.00879,0.97613,-0.50126,0.80025,-0.24497,0.88065,-0.19095,1,-0.12312,0.93593,0.10678,0.92890,-0.07249,1,-0.27387,0.43970,0.19849,0.51382,-0.05402
1,0,1,0.28046,1,0.02477,1,0.07764,1,0.04317,0.98762,0.33266,1,0.05489,1,0.04384,0.95750,-0.24598,0.84371,-0.08668,1,0.04150,0.99933,0.27376,1,-0.39056,0.96414,-0.02174,0.86747,0.23360,0.94578,-0.22021,0.80355,-0.07329
1,0,1,0.67784,0.81309,0.82021,0.43019,1,0.20619,0.80541,-0.43872,1,-0.79135,0.77092,-1,0.40268,-0.39046,-0.58634,-0.97907,-0.42822,-0.73083,-0.76339,-0.37671,-0.97491,0.41366,-1,0.41778,-0.93296,0.25773,-1,0.93570,-0.35222,0.98816,0.03446
1,0,1,0.03529,1,0.18281,1,0.26968,1,0.25068,1,0.28778,1,0.38643,1,0.31674,1,0.65701,1,0.53846,1,0.61267,1,0.59457,0.89593,0.68326,0.89502,0.71374,0.85611,0.67149,0.74389,0.85611,0.71493,0.75837
1,0,0.96087,0.08620,0.96760,0.19279,0.96026,0.27451,0.98044,0.35052,0.92867,0.46281,0.86265,0.52517,0.82820,0.58794,0.73242,0.69065,0.69003,0.73140,0.54473,0.68820,0.48339,0.76197,0.40615,0.74689,0.33401,0.83796,0.24944,0.86061,0.13756,0.86835,0.09048,0.86285
1,0,1,0.05070,1,0.10827,1,0.19498,1,0.28453,1,0.34826,1,0.38261,0.94575,0.42881,0.89126,0.50391,0.75906,0.58801,0.80644,0.59962,0.79578,0.62758,0.66643,0.63942,0.59417,0.69435,0.49538,0.72684,0.47027,0.71689,0.33381,0.75243
1,0,1,0.04078,1,0.11982,1,0.16159,1,0.27921,0.98703,0.30889,0.92745,0.37639,0.91118,0.39749,0.81939,0.46059,0.78619,0.46994,0.79400,0.56282,0.70331,0.58129,0.67077,0.59723,0.58903,0.60990,0.53952,0.60932,0.45312,0.63636,0.40442,0.62658
1,0,1,0.24168,1,0.48590,1,0.72973,1,1,1,1,1,1,1,0.77128,1,1,1,1,0.74468,1,0.89647,1,0.64628,1,0.38255,1,0.10819,1,-0.17370,1,-0.81383,1
1,0,1,-0.06604,1,0.62937,1,0.09557,1,0.20280,1,-1,1,-0.40559,1,-0.15851,1,0.04895,1,-0.61538,1,-0.26573,1,-1,1,-0.58042,1,-0.81372,1,-1,1,-0.78555,1,-0.48252
1,0,0.92277,0.07804,0.92679,0.16251,0.89702,0.24618,0.84111,0.35197,0.78801,0.42196,0.70716,0.46983,0.70796,0.56476,0.60459,0.64200,0.51247,0.64924,0.39903,0.66975,0.34232,0.68343,0.23693,0.76146,0.18765,0.73885,0.09694,0.71038,0.02735,0.77072,-0.04023,0.69509
1,0,0.74852,-0.02811,0.65680,-0.05178,0.80621,0.02811,0.85947,0.02515,0.63462,0.08728,0.71598,0.07840,0.73077,0.05178,0.78550,-0.27811,0.65976,-0.01479,0.78698,0.06953,0.34615,-0.18639,0.65385,0.02811,0.61009,-0.06637,0.53550,-0.21154,0.59024,-0.14053,0.56361,0.02959
1,0,0.67547,0.04528,0.76981,-0.10566,0.77358,0.03774,0.66038,-0.04528,0.64528,0.01132,0.66792,-0.13962,0.72075,-0.02264,0.76981,0.08679,0.61887,-0.07925,0.75849,-0.23774,0.73962,-0.14717,0.84906,-0.15094,0.73886,-0.05801,0.66792,0.02264,0.86415,0.03774,0.73208,0.00755
1,0,0.57647,-0.01569,0.40392,0,0.38431,0.12941,0.40000,-0.05882,0.56471,0.14118,0.46667,0.08235,0.52549,-0.05490,0.58039,0.01569,0.50196,0,0.45882,0.06667,0.58039,0.08235,0.49804,0.00392,0.48601,0.10039,0.46275,0.08235,0.45098,0.23529,0.43137,0.17255
1,0,0.88305,-0.21996,1,0.36373,0.82403,0.19206,0.85086,0.05901,0.90558,-0.04292,0.85193,0.25000,0.77897,0.25322,0.69206,0.57940,0.71030,0.39056,0.73176,0.27575,1,0.34871,0.56760,0.52039,0.69811,0.53235,0.80901,0.58584,0.43026,0.70923,0.52361,0.54185
1,0,0.70870,-0.24783,0.64348,0.04348,0.45217,0.38261,0.65217,0.18261,0.5,0.26957,0.57826,-0.23043,0.50435,0.37826,0.38696,-0.42609,0.36087,-0.26087,0.26957,0.11739,0.53246,-0.03845,0.31304,-0.12174,0.49930,-0.04264,0.48348,-0.04448,0.64348,-0.25217,0.50435,0.14783
1,0,0.29202,0.13582,0.45331,0.16808,0.51783,-0.00509,0.52632,0.20883,0.52462,-0.16638,0.47368,-0.04754,0.55518,0.03905,0.81664,-0.22411,0.42445,-0.04244,0.34975,0.06621,0.28183,-0.20883,0.51731,-0.03176,0.50369,-0.03351,0.34635,0.09847,0.70798,-0.01868,0.39559,-0.03226
1,0,0.90116,0.16607,0.79299,0.37379,0.72990,0.50515,0.59784,0.72997,0.44303,0.81152,0.24412,0.87493,0.06438,0.85038,-0.12611,0.87396,-0.28739,0.79617,-0.46635,0.65924,-0.57135,0.53805,-0.68159,0.39951,-0.71844,0.25835,-0.72369,0.11218,-0.71475,-0.05525,-0.67699,-0.19904
1,0,0.97714,0.19049,0.82683,0.46259,0.71771,0.58732,0.47968,0.84278,0.31409,0.92643,0.10289,0.93945,-0.13254,0.84290,-0.32020,0.91624,-0.52145,0.79525,-0.68274,0.49508,-0.77408,0.33537,-0.85376,0.17849,-0.83314,-0.01358,-0.82366,-0.19321,-0.67289,-0.33662,-0.59943,-0.49700
1,0,0.74084,0.04974,0.79074,0.02543,0.78575,0.03793,0.66230,0.09948,0.67801,0.31152,0.75934,0.07348,0.74695,0.08442,0.70681,-0.07853,0.63613,0,0.70021,0.11355,0.68183,0.12185,0.67016,0.15445,0.64158,0.13608,0.65707,0.17539,0.59759,0.14697,0.57455,0.15114
1,0,1,0.01709,0.96215,-0.03142,1,-0.03436,1,-0.05071,0.99026,-0.07092,0.99173,-0.09002,1,-0.15727,1,-0.14257,0.98310,-0.11813,1,-0.18519,1,-0.19272,0.98971,-0.22083,0.96490,-0.20243,0.94599,-0.17123,0.96436,-0.22561,0.87011,-0.23296
1,0,0.95704,-0.12095,0.63318,-0.12690,0.96365,-0.18242,0.97026,0.08460,0.92003,-0.01124,0.83543,-0.24719,1,-0.31395,0.99273,-0.21216,0.98678,-0.21018,1,-0.27165,0.93126,-0.39458,1,-0.19233,0.88793,-0.31565,0.81428,-0.23728,0.89095,-0.31857,0.69531,-0.41573
1,0,0.94490,-0.49311,1,-0.03692,0.98898,-0.87052,0.90083,0.66942,1,-0.10104,1,-0.12493,1,-0.15017,1,-0.17681,1,-0.20491,1,-0.23452,1,-0.26571,1,-0.29852,1,-0.33304,1,-0.36931,1,-0.40740,1,-0.44739
1,0,0.99449,0.00526,0.84082,-0.11313,0.88237,-0.16431,0.99061,-0.06257,0.96484,-0.07496,0.85221,0.02966,0.87161,-0.20848,0.93881,-0.12977,0.98298,-0.08935,0.89876,0.00075,0.87836,-0.05882,0.93368,-0.19872,0.87579,-0.17806,0.94294,-0.16581,0.80253,-0.25741,0.76586,-0.27794
1,0,1,-0.57224,0.99150,-0.73371,0.89518,-0.97450,1,-0.35818,1,-0.23229,0.62890,-0.86402,1,-0.57535,1,-0.79603,0.76771,-0.88952,0.96601,-1,0.70120,-0.74896,0.61946,-0.76904,0.53777,-0.77986,0.81020,-1,1,-1,0.30445,-0.76112
1,0,0.86284,0.19310,0.80920,0.41149,0.67203,0.55785,0.54559,0.69962,0.36705,0.81533,0.19617,0.85671,-0.04061,0.86284,-0.17241,0.75785,-0.34100,0.65747,-0.48199,0.56092,-0.60230,0.40996,-0.59234,0.25747,-0.63038,0.08818,-0.57241,-0.07816,-0.54866,-0.19923,-0.42912,-0.31954