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!

1,0,0.93147,0.29282,0.79917,0.55756,0.59952,0.71596,0.26203,0.92651,0.04636,0.96748,-0.23237,0.95130,-0.55926,0.81018,-0.73329,0.62385,-0.90995,0.36200,-0.92254,0.06040,-0.93618,-0.19838,-0.83192,-0.46906,-0.65165,-0.69556,-0.41223,-0.85725,-0.13590,-0.93953,0.10007,-0.94823
1,0,0.88241,0.30634,0.73232,0.57816,0.34109,0.58527,0.05717,1,-0.09238,0.92118,-0.62403,0.71996,-0.69767,0.32558,-0.81422,0.41195,-1,-0.00775,-0.78973,-0.41085,-0.76901,-0.45478,-0.57242,-0.67605,-0.31610,-0.81876,-0.02979,-0.86841,0.25392,-0.82127,0.00194,-0.81686
1,0,0.83479,0.28993,0.69256,0.47702,0.49234,0.68381,0.21991,0.86761,-0.08096,0.85011,-0.35558,0.77681,-0.52735,0.58425,-0.70350,0.31291,-0.75821,0.03939,-0.71225,-0.15317,-0.58315,-0.39168,-0.37199,-0.52954,-0.16950,-0.60863,0.08425,-0.61488,0.25164,-0.48468,0.40591,-0.35339
1,0,0.92870,0.33164,0.76168,0.62349,0.49305,0.84266,0.21592,0.95193,-0.13956,0.96167,-0.47202,0.83590,-0.70747,0.65490,-0.87474,0.36750,-0.91814,0.05595,-0.89824,-0.26173,-0.73969,-0.54069,-0.50757,-0.74735,-0.22323,-0.86122,0.07810,-0.87159,0.36021,-0.78057,0.59407,-0.60270
1,0,0.83367,0.31456,0.65541,0.57671,0.34962,0.70677,0.17293,0.78947,-0.18976,0.79886,-0.41729,0.66541,-0.68421,0.47744,-0.74725,0.19492,-0.72180,-0.04887,-0.62030,-0.28195,-0.49165,-0.53463,-0.26577,-0.66014,-0.01530,-0.69706,0.22708,-0.64428,0.43100,-0.51206,0.64662,-0.30075
1,0,0.98455,-0.02736,0.98058,-0.04104,1,-0.07635,0.98720,0.01456,0.95278,-0.02604,0.98500,-0.07458,0.99382,-0.07149,0.97396,-0.09532,0.97264,-0.12224,0.99294,-0.05252,0.95278,-0.08914,0.97352,-0.08341,0.96653,-0.12912,0.93469,-0.14916,0.97132,-0.15755,0.96778,-0.18800
1,0,0.94052,-0.01531,0.94170,0.01001,0.94994,-0.01472,0.95878,-0.01060,0.94641,-0.03710,0.97173,-0.01767,0.97055,-0.03887,0.95465,-0.04064,0.95230,-0.04711,0.94229,-0.02179,0.92815,-0.04417,0.92049,-0.04476,0.92695,-0.05827,0.90342,-0.07479,0.91991,-0.07244,0.92049,-0.07420
1,0,0.97032,-0.14384,0.91324,-0.00228,0.96575,-0.17123,0.98630,0.18265,0.91781,0.00228,0.93607,-0.08447,0.91324,-0.00228,0.86758,-0.08676,0.97032,-0.21233,1,0.10274,0.92009,-0.05251,0.92466,0.06849,0.94043,-0.09252,0.97032,-0.20091,0.85388,-0.08676,0.96575,-0.21918
1,0,0.52542,-0.03390,0.94915,0.08475,0.52542,-0.16949,0.30508,-0.01695,0.50847,-0.13559,0.64407,0.28814,0.83051,-0.35593,0.54237,0.01695,0.55932,0.03390,0.59322,0.30508,0.86441,0.05085,0.40678,0.15254,0.67287,-0.00266,0.66102,-0.03390,0.83051,-0.15254,0.76271,-0.10169
1,0,0.33333,-0.25000,0.44444,0.22222,0.38889,0.16667,0.41667,0.13889,0.5,-0.11111,0.54911,-0.08443,0.58333,0.33333,0.55556,0.02778,0.25000,-0.19444,0.47222,-0.05556,0.52778,-0.02778,0.38889,0.08333,0.41543,-0.14256,0.19444,-0.13889,0.36924,-0.14809,0.08333,-0.5
1,0,0.51207,1,1,0.53810,0.71178,0.80833,0.45622,0.46427,0.33081,1,0.21249,1,-0.17416,1,-0.33081,0.98722,-0.61382,1,-0.52674,0.71699,-0.88500,0.47894,-1,0.35175,-1,0.09569,-1,-0.16713,-1,-0.42226,-0.91903,-0.65557
1,0,0.75564,0.49638,0.83550,0.54301,0.54916,0.72063,0.35225,0.70792,0.13469,0.94749,-0.09818,0.93778,-0.37604,0.82223,-0.52742,0.71161,-0.68358,0.67989,-0.70163,0.24956,-0.79147,0.02995,-0.98988,-0.29099,-0.70352,-0.32792,-0.63312,-0.19185,-0.34131,-0.60454,-0.19609,-0.62956
1,0,0.83789,0.42904,0.72113,0.58385,0.45625,0.78115,0.16470,0.82732,-0.13012,0.86947,-0.46177,0.78497,-0.59435,0.52070,-0.78470,0.26529,-0.84014,0.03928,-0.62041,-0.31351,-0.47412,-0.48905,-0.37298,-0.67796,-0.05054,-0.62691,0.14690,-0.45911,0.37093,-0.39167,0.48319,-0.24313
1,0,0.93658,0.35107,0.75254,0.65640,0.45571,0.88576,0.15323,0.95776,-0.21775,0.96301,-0.56535,0.83397,-0.78751,0.58045,-0.93104,0.26020,-0.93641,-0.06418,-0.87028,-0.40949,-0.65079,-0.67464,-0.36799,-0.84951,-0.04578,-0.91221,0.27330,-0.85762,0.54827,-0.69613,0.74828,-0.44173
1,0,0.92436,0.36924,0.71976,0.68420,0.29303,0.94078,-0.11108,0.76527,-0.31605,0.92453,-0.66616,0.78766,-0.92145,0.42314,-0.94315,0.09585,-1,0.03191,-0.66431,-0.66278,-0.46010,-0.78174,-0.13486,-0.88082,0.19765,-0.85137,0.48904,-0.70247,0.69886,-0.46048,0.76066,-0.13194
1,0,1,0.16195,1,-0.05558,1,0.01373,1,-0.12352,1,-0.01511,1,-0.01731,1,-0.06374,1,-0.07157,1,0.05900,1,-0.10108,1,-0.02685,1,-0.22978,1,-0.06823,1,0.08299,1,-0.14194,1,-0.07439
1,0,0.95559,-0.00155,0.86421,-0.13244,0.94982,-0.00461,0.82809,-0.51171,0.92441,0.10368,1,-0.14247,0.99264,-0.02542,0.95853,-0.15518,0.84013,0.61739,1,-0.16321,0.87492,-0.08495,0.85741,-0.01664,0.84132,-0.01769,0.82427,-0.01867,0.80634,-0.01957,0.78761,-0.02039
1,0,0.79378,0.29492,0.64064,0.52312,0.41319,0.68158,0.14177,0.83548,-0.16831,0.78772,-0.42911,0.72328,-0.57165,0.41471,-0.75436,0.16755,-0.69977,-0.09856,-0.57695,-0.23503,-0.40637,-0.38287,-0.17437,-0.52540,0.01523,-0.48707,0.19030,-0.38059,0.31008,-0.23199,0.34572,-0.08036
1,0,0.88085,0.35232,0.68389,0.65128,0.34816,0.79784,0.05832,0.90842,-0.29784,0.86490,-0.62635,0.69590,-0.77106,0.39309,-0.85803,0.08408,-0.81641,-0.24017,-0.64579,-0.50022,-0.39766,-0.68337,-0.11147,-0.75533,0.17041,-0.71504,0.40675,-0.57649,0.56626,-0.36765,0.62765,-0.13305
1,0,0.89589,0.39286,0.66129,0.71804,0.29521,0.90824,-0.04787,0.94415,-0.45725,0.84605,-0.77660,0.58511,-0.92819,0.25133,-0.92282,-0.15315,-0.76064,-0.48404,-0.50931,-0.76197,-0.14895,-0.88591,0.21581,-0.85703,0.53229,-0.68593,0.74846,-0.40656,0.83142,-0.07029,0.76862,0.27926
1,0,1,-0.24051,1,-0.20253,0.87342,-0.10127,0.88608,0.01266,1,0.11392,0.92405,0.06329,0.84810,-0.03797,0.63291,-0.36709,0.87342,-0.01266,0.93671,0.06329,1,0.25316,0.62025,-0.37975,0.84637,-0.05540,1,-0.06329,0.53165,0.02532,0.83544,-0.02532
1,0,0.74790,0.00840,0.83312,0.01659,0.82638,0.02469,0.86555,0.01681,0.60504,0.05882,0.79093,0.04731,0.77441,0.05407,0.64706,0.19328,0.84034,0.04202,0.71285,0.07122,0.68895,0.07577,0.66387,0.08403,0.63728,0.08296,0.61345,0.01681,0.58187,0.08757,0.55330,0.08891
1,0,0.85013,0.01809,0.92211,0.01456,0.92046,0.02180,0.92765,0.08010,0.87597,0.11370,0.91161,0.04320,0.90738,0.05018,0.87339,0.02842,0.95866,0,0.89097,0.07047,0.88430,0.07697,0.83721,0.10853,0.86923,0.08950,0.87597,0.08786,0.85198,0.10134,0.84258,0.10698
1,0,1,-0.01179,1,-0.00343,1,-0.01565,1,-0.01565,1,-0.02809,1,-0.02187,0.99828,-0.03087,0.99528,-0.03238,0.99314,-0.03452,1,-0.03881,1,-0.05039,1,-0.04931,0.99842,-0.05527,0.99400,-0.06304,0.99057,-0.06497,0.98971,-0.06668
1,0,0.89505,-0.03168,0.87525,0.05545,0.89505,0.01386,0.92871,0.02772,0.91287,-0.00990,0.94059,-0.01584,0.91881,0.03366,0.93663,0,0.94257,0.01386,0.90495,0.00792,0.88713,-0.01782,0.89307,0.02376,0.89002,0.01611,0.88119,0.00198,0.87327,0.04158,0.86733,0.02376
1,0,0.90071,0.01773,1,-0.01773,0.90071,0.00709,0.84752,0.05674,1,0.03546,0.97872,0.01064,0.97518,0.03546,1,-0.03191,0.89716,-0.03191,0.86170,0.07801,1,0.09220,0.90071,0.04610,0.94305,0.03247,0.94681,0.02482,1,0.01064,0.93617,0.02128
1,0,0.39394,-0.24242,0.62655,0.01270,0.45455,0.09091,0.63636,0.09091,0.21212,-0.21212,0.57576,0.15152,0.39394,0,0.56156,0.04561,0.51515,0.03030,0.78788,0.18182,0.30303,-0.15152,0.48526,0.05929,0.46362,0.06142,0.33333,-0.03030,0.41856,0.06410,0.39394,0.24242
1,0,0.86689,0.35950,0.72014,0.66667,0.37201,0.83049,0.08646,0.85893,-0.24118,0.86121,-0.51763,0.67577,-0.68714,0.41524,-0.77019,0.09898,-0.69397,-0.13652,-0.49488,-0.42207,-0.32537,-0.57679,-0.02844,-0.59954,0.15360,-0.53127,0.32309,-0.37088,0.46189,-0.19681,0.40956,0.01820
1,0,0.89563,0.37917,0.67311,0.69438,0.35916,0.88696,-0.04193,0.93345,-0.38875,0.84414,-0.67274,0.62078,-0.82680,0.30356,-0.86150,-0.05365,-0.73564,-0.34275,-0.51778,-0.62443,-0.23428,-0.73855,0.06911,-0.73856,0.33531,-0.62296,0.52414,-0.42086,0.61217,-0.17343,0.60073,0.08660
1,0,0.90547,0.41113,0.65354,0.74761,0.29921,0.95905,-0.13342,0.97820,-0.52236,0.83263,-0.79657,0.55086,-0.96631,0.15192,-0.93001,-0.25554,-0.71863,-0.59379,-0.41546,-0.85205,-0.02250,-0.93788,0.36318,-0.85368,0.67538,-0.61959,0.85977,-0.28123,0.88654,0.09800,0.75495,0.46301
1,0,1,1,0.36700,0.06158,0.12993,0.92713,-0.27586,0.93596,-0.31527,0.37685,-0.87192,0.36946,-0.92857,-0.08867,-0.38916,-0.34236,-0.46552,-0.82512,-0.05419,-0.93596,0.25616,-0.20443,0.73792,-0.45950,0.85471,-0.06831,1,1,0.38670,0.00246,0.17758,0.79790
1,0,1,0.51515,0.45455,0.33333,0.06061,0.36364,-0.32104,0.73062,-0.45455,0.48485,-0.57576,0,-0.57576,-0.12121,-0.33333,-0.48485,-0.09091,-0.84848,0.48485,-0.57576,0.57576,-0.42424,1,-0.39394,0.72961,0.12331,0.96970,0.57576,0.24242,0.36364,0.09091,0.33333
1,0,0.88110,0,0.94817,-0.02744,0.93598,-0.01220,0.90244,0.01829,0.90244,0.01829,0.93902,0.00915,0.95732,0.00305,1,0.02744,0.94207,-0.01220,0.90854,0.02439,0.91463,0.05488,0.99695,0.04878,0.89666,0.02226,0.90854,0.00915,1,0.05488,0.97561,-0.01220
1,0,0.82624,0.08156,0.79078,-0.08156,0.90426,-0.01773,0.92908,0.01064,0.80142,0.08865,0.94681,-0.00709,0.94326,0,0.93262,0.20213,0.95035,-0.00709,0.91489,0.00709,0.80496,0.07092,0.91135,0.15957,0.89527,0.08165,0.77660,0.06738,0.92553,0.18085,0.92553,0
1,0,0.74468,0.10638,0.88706,0.00982,0.88542,0.01471,0.87234,-0.01418,0.73050,0.10638,0.87657,0.02912,0.87235,0.03382,0.95745,0.07801,0.95035,0.04255,0.85597,0.04743,0.84931,0.05178,0.87234,0.11348,0.83429,0.06014,0.74468,-0.03546,0.81710,0.06800,0.80774,0.07173
1,0,0.87578,0.03727,0.89951,0.00343,0.89210,0.00510,0.86335,0,0.95031,0.07453,0.87021,0.00994,0.86303,0.01151,0.83851,-0.06211,0.85714,0.02484,0.84182,0.01603,0.83486,0.01749,0.79503,-0.04348,0.82111,0.02033,0.81988,0.08696,0.80757,0.02308,0.80088,0.02441
1,0,0.97513,0.00710,0.98579,0.01954,1,0.01954,0.99290,0.01599,0.95737,0.02309,0.97158,0.03552,1,0.03730,0.97869,0.02131,0.98579,0.05684,0.97158,0.04796,0.94494,0.05506,0.98401,0.03552,0.97540,0.06477,0.94849,0.08171,0.99112,0.06217,0.98934,0.09947
1,0,1,0.01105,1,0.01105,1,0.02320,0.99448,-0.01436,0.99448,-0.00221,0.98343,0.02320,1,0.00884,0.97569,0.00773,0.97901,0.01657,0.98011,0.00663,0.98122,0.02099,0.97127,-0.00663,0.98033,0.01600,0.97901,0.01547,0.98564,0.02099,0.98674,0.02762
1,0,1,-0.01342,1,0.01566,1,-0.00224,1,0.06264,0.97763,0.04474,0.95973,0.02908,1,0.06488,0.98881,0.03356,1,0.03579,0.99776,0.09396,0.95749,0.07383,1,0.10067,0.99989,0.08763,0.99105,0.08501,1,0.10067,1,0.10067
1,0,0.88420,0.36724,0.67123,0.67382,0.39613,0.86399,0.02424,0.93182,-0.35148,0.83713,-0.60316,0.58842,-0.78658,0.38778,-0.83285,-0.00642,-0.69318,-0.32963,-0.52504,-0.53924,-0.27377,-0.68126,0.00806,-0.69774,0.26028,-0.60678,0.44569,-0.43383,0.54209,-0.21542,0.56286,0.02823
1,0,0.90147,0.41786,0.64131,0.75725,0.30440,0.95148,-0.20449,0.96534,-0.55483,0.81191,-0.81857,0.50949,-0.96986,0.10345,-0.91456,-0.31412,-0.70163,-0.65461,-0.32354,-0.88999,0.05865,-0.94172,0.44483,-0.82154,0.74105,-0.55231,0.89415,-0.18725,0.87893,0.20359,0.70555,0.54852
1,0,0.32789,0.11042,0.15970,0.29308,0.14020,0.74485,-0.25131,0.91993,-0.16503,0.26664,-0.63714,0.24865,-0.97650,-0.00337,-0.23227,-0.19909,-0.30522,-0.48886,-0.14426,-0.89991,0.09345,-0.28916,0.28307,-0.18560,0.39599,-0.11498,0.31005,0.05614,0.21443,0.20540,0.13376,0.26422
1,0,0.65845,0.43617,0.44681,0.74804,0.05319,0.85106,-0.32027,0.82139,-0.68253,0.52408,-0.84211,0.07111,-0.82811,-0.28723,-0.47032,-0.71725,-0.04759,-0.86002,0.23292,-0.76316,0.56663,-0.52128,0.74300,-0.18645,0.74758,0.23713,0.45185,0.59071,0.20549,0.76764,-0.18533,0.74356
1,0,0.19466,0.05725,0.04198,0.25191,-0.10557,0.48866,-0.18321,-0.18321,-0.41985,0.06107,-0.45420,0.09160,-0.16412,-0.30534,-0.10305,-0.39695,0.18702,-0.17557,0.34012,-0.11953,0.28626,-0.16031,0.21645,0.24692,0.03913,0.31092,-0.03817,0.26336,-0.16794,0.16794,-0.30153,-0.33588
1,0,0.98002,0.00075,1,0,0.98982,-0.00075,0.94721,0.02394,0.97700,0.02130,0.97888,0.03073,0.99170,0.02338,0.93929,0.05713,0.93552,0.05279,0.97738,0.05524,1,0.06241,0.94155,0.08107,0.96709,0.07255,0.95701,0.08088,0.98190,0.08126,0.97247,0.08616
1,0,0.82254,-0.07572,0.80462,0.00231,0.87514,-0.01214,0.86821,-0.07514,0.72832,-0.11734,0.84624,0.05029,0.83121,-0.07399,0.74798,0.06705,0.78324,0.06358,0.86763,-0.02370,0.78844,-0.06012,0.74451,-0.02370,0.76717,-0.02731,0.74046,-0.07630,0.70058,-0.04220,0.78439,0.01214
1,0,0.35346,-0.13768,0.69387,-0.02423,0.68195,-0.03574,0.55717,-0.06119,0.61836,-0.10467,0.62099,-0.06527,0.59361,-0.07289,0.42271,-0.26409,0.58213,0.04992,0.49736,-0.08771,0.46241,-0.08989,0.45008,-0.00564,0.39146,-0.09038,0.35588,-0.10306,0.32232,-0.08637,0.28943,-0.08300
1,0,0.76046,0.01092,0.86335,0.00258,0.85821,0.00384,0.79988,0.02304,0.81504,0.12068,0.83096,0.00744,0.81815,0.00854,0.82777,-0.06974,0.76531,0.03881,0.76979,0.01148,0.75071,0.01232,0.77138,-0.00303,0.70886,0.01375,0.66161,0.00849,0.66298,0.01484,0.63887,0.01525
1,0,0.66667,-0.01366,0.97404,0.06831,0.49590,0.50137,0.75683,-0.00273,0.65164,-0.14071,0.40164,-0.48907,0.39208,0.58743,0.76776,0.31831,0.78552,0.11339,0.47541,-0.44945,1,0.00683,0.60656,0.06967,0.68656,0.17088,0.87568,0.07787,0.55328,0.24590,0.13934,0.48087
1,0,0.83508,0.08298,0.73739,-0.14706,0.84349,-0.05567,0.90441,-0.04622,0.89391,0.13130,0.81197,0.06723,0.79307,-0.08929,1,-0.02101,0.96639,0.06618,0.87605,0.01155,0.77521,0.06618,0.95378,-0.04202,0.83479,0.00123,1,0.12815,0.86660,-0.10714,0.90546,-0.04307
1,0,0.95113,0.00419,0.95183,-0.02723,0.93438,-0.01920,0.94590,0.01606,0.96510,0.03281,0.94171,0.07330,0.94625,-0.01326,0.97173,0.00140,0.94834,0.06038,0.92670,0.08412,0.93124,0.10087,0.94520,0.01361,0.93522,0.04925,0.93159,0.08168,0.94066,-0.00035,0.91483,0.04712
1,0,0.94701,-0.00034,0.93207,-0.03227,0.95177,-0.03431,0.95584,0.02446,0.94124,0.01766,0.92595,0.04688,0.93954,-0.01461,0.94837,0.02004,0.93784,0.01393,0.91406,0.07677,0.89470,0.06148,0.93988,0.03193,0.92489,0.02542,0.92120,0.02242,0.92459,0.00442,0.92697,-0.00577
1,0,0.90608,-0.01657,0.98122,-0.01989,0.95691,-0.03646,0.85746,0.00110,0.89724,-0.03315,0.89061,-0.01436,0.90608,-0.04530,0.91381,-0.00884,0.80773,-0.12928,0.88729,0.01215,0.92155,-0.02320,0.91050,-0.02099,0.89147,-0.07760,0.82983,-0.17238,0.96022,-0.03757,0.87403,-0.16243
1,0,0.84710,0.13533,0.73638,-0.06151,0.87873,0.08260,0.88928,-0.09139,0.78735,0.06678,0.80668,-0.00351,0.79262,-0.01054,0.85764,-0.04569,0.87170,-0.03515,0.81722,-0.09490,0.71002,0.04394,0.86467,-0.15114,0.81147,-0.04822,0.78207,-0.00703,0.75747,-0.06678,0.85764,-0.06151
1,0,1,-0.18829,0.93035,-0.36156,-0.10868,-0.93597,1,-0.04549,0.50874,-0.67743,0.34432,-0.69707,-0.51685,-0.97515,0.05499,-0.62237,0.33109,-1,-0.13151,-0.45300,-0.18056,-0.35734,-0.20332,-0.26569,-0.20468,-0.18401,-0.19040,-0.11593,-0.16626,-0.06288,-0.13738,-0.02447
1,0,1,-0.45161,1,1,0.71216,-1,0,0,0,0,0,0,-1,0.14516,0.54094,-0.39330,-1,-0.54467,-0.69975,1,0,0,1,0.90695,0.51613,1,1,-0.20099,0.25682,1,-0.32382,1
1,0,0.02337,-0.00592,-0.09924,-0.11949,-0.00763,-0.11824,0.14706,0.06637,0.03786,-0.06302,0,0,-0.04572,-0.15540,-0.00343,-0.10196,-0.11575,-0.05414,0.01838,0.03669,0.01519,0.00888,0.03513,-0.01535,-0.03240,0.09223,-0.07859,0.00732,0,0,-0.00039,0.12011