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Added notebook with experiments regarding unknown cluster-size,k
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| Original file line number | Diff line number | Diff line change |
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| filename,true_clusters,pred_clusters,gs_rs,gs_ars,gs_ss,gs_burnin_rs,gs_burnin_ars,gs_burnin_ss | ||
| data-k-2-0.csv,2,2,1.0,1.0,0.9759139161104325,1.0,1.0,0.9759139161104325 | ||
| data-k-2-1.csv,2,3,0.4968162816281628,-0.12009159508440753,0.23308278742669314,0.45645084508450845,-0.0840125054476924,0.5032269234529334 | ||
| data-k-2-2.csv,2,2,0.5443564356435644,0.021820289571277872,0.0779394134897843,0.589254305430543,0.08329695722971578,0.5158679805855193 | ||
| data-k-2-3.csv,2,2,0.9600283228322832,0.919208986959609,0.7181633139001062,0.9702530453045305,0.9399330993335885,0.7278780145784812 | ||
| data-k-2-4.csv,2,2,0.9650301830183018,0.9294331536795464,0.7619837995552136,0.9758952695269527,0.9513294819629238,0.7742677347171196 | ||
| data-k-2-5.csv,2,2,1.0,1.0,0.8524672067521751,1.0,1.0,0.8524672067521751 | ||
| data-k-2-6.csv,2,2,0.9998,0.9993931755083248,0.9436434559260397,0.9998,0.9993931755083248,0.9436434559260397 | ||
| data-k-2-7.csv,2,2,0.5961445944594459,0.1076158677624419,0.4967020296266825,0.625964596459646,0.19588506632178548,0.5596885953327752 | ||
| data-k-2-8.csv,2,2,0.998001800180018,0.9946648390298619,0.8565526905861176,0.996804800480048,0.9914817619627005,0.8557301004334873 | ||
| data-k-2-9.csv,2,2,0.8789600760076007,0.7168280150541001,0.5627174514481521,0.8833260126012601,0.7371373260606405,0.6166743605761449 | ||
| data-k-2-10.csv,2,2,1.0,1.0,0.8128397901666305,1.0,1.0,0.8128397901666305 | ||
| data-k-2-11.csv,2,5,0.8589113111311131,0.5335071396263004,0.2567177408596889,0.6134355835583558,0.2587864938077016,0.44054212424988537 | ||
| data-k-2-12.csv,2,2,1.0,1.0,0.8689935739299289,0.9998,0.9985227636400564,0.8687669714055574 | ||
| data-k-2-13.csv,2,2,0.5000020202020202,-0.0020561492780708872,0.5511162164436336,0.504831203120312,0.008138066964996077,0.5300742620093696 | ||
| data-k-2-14.csv,2,2,1.0,1.0,0.8458360160386724,1.0,1.0,0.8458360160386724 | ||
| data-k-2-15.csv,2,3,0.963634803480348,0.756023678793048,0.177047745598725,0.5764504650465047,0.1420649485294511,0.5028135237038939 | ||
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| data-k-2-22.csv,2,2,1.0,1.0,0.9769616414547516,1.0,1.0,0.9769616414547516 | ||
| data-k-2-23.csv,2,2,0.9998,0.9995884616018926,0.8635593649494101,0.9998,0.9995884616018926,0.8635593649494101 | ||
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| data-k-2-27.csv,2,2,0.9998,0.99959998676161,0.8503923228635692,1.0,1.0,0.8506285386911433 | ||
| data-k-2-28.csv,2,2,0.9704470447044704,0.9408379341200648,0.7355337057111363,0.9798060606060606,0.9595780081163342,0.7436706976229384 | ||
| data-k-2-29.csv,2,6,0.5325867786778677,0.04354960130718687,-0.12173243726404949,0.46597283728372835,0.02121204528291058,0.4693137147215601 | ||
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| data-k-2-33.csv,2,2,1.0,1.0,0.9127174093917582,1.0,1.0,0.9127174093917582 | ||
| data-k-2-34.csv,2,2,0.9996000400040004,0.9991747157869185,0.8847515369778637,1.0,1.0,0.8852437363588811 | ||
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| data-k-2-36.csv,2,2,0.8183838383838384,0.20597665838678947,0.3159116771648522,0.6896969696969697,0.1810681743720308,0.5233891891189829 | ||
| data-k-2-38.csv,2,9,0.6924173217321732,0.12175054873082258,0.47405176578684105,0.7298149814981498,0.354571895557869,0.5185724947738548 | ||
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| data-k-2-43.csv,2,2,0.5051117911791179,-0.013114327529171271,0.591973204707306,0.49999231923192317,-0.018266463759098763,0.6149301091902069 | ||
| data-k-2-44.csv,2,2,1.0,1.0,0.8305254434934228,0.9996000400040004,0.9950815830448284,0.8298249696746725 | ||
| data-k-2-45.csv,2,2,1.0,1.0,0.856063950650532,0.9998,0.9993246508969102,0.8561292284657805 | ||
| data-k-2-46.csv,2,2,1.0,1.0,0.9355699855497059,1.0,1.0,0.9355699855497059 | ||
| data-k-2-47.csv,2,2,0.8893038103810381,0.7779711523159335,0.6479059628425053,0.9309563756375637,0.8613395606815702,0.7014946734862367 | ||
| data-k-2-48.csv,2,2,0.9790226222622262,0.772182447059537,0.773183654756448,0.9489677767776777,0.5856778909894347,0.7178419289976896 | ||
| data-k-2-49.csv,2,2,0.9994001200120012,0.9984232542165695,0.8577775982943157,0.9992002400240024,0.9978997687523881,0.8574588693772199 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,51 @@ | ||
| filename,true_clusters,pred_clusters,gs_rs,gs_ars,gs_ss,gs_burnin_rs,gs_burnin_ars,gs_burnin_ss | ||
| data-k-3-0.csv,3,2,0.8934660666066606,0.7892053067523157,0.8443080864758001,0.8936279427942794,0.7895286134316443,0.8445202315902006 | ||
| data-k-3-1.csv,3,2,0.6649709370937094,0.3281555546297528,0.4304424365623471,0.7174398039803981,0.43302039754926414,0.5981684462125915 | ||
| data-k-3-2.csv,3,2,0.6850135013501351,0.35416674477857285,0.8876873895236338,0.6850135013501351,0.35416674477857285,0.8876873895236338 | ||
| data-k-3-3.csv,3,2,0.5205290329032903,0.047742405800343564,0.21728275337687597,0.5416719271927193,0.09746222123197534,0.5387922221992468 | ||
| data-k-3-4.csv,3,2,0.790821602160216,0.582696174329049,0.5480239751856678,0.8449185118511852,0.6901492768651071,0.6299354133882515 | ||
| data-k-3-5.csv,3,2,0.9989531753175318,0.9978776768531292,0.911175055283274,0.9989531753175318,0.9978776768531292,0.911175055283274 | ||
| data-k-3-6.csv,3,2,0.5965620762076208,0.2675903561996723,0.8148769164795507,0.5972474847484749,0.2683989336961942,0.8139442007394386 | ||
| data-k-3-7.csv,3,2,0.9148811081108111,0.8299874798637551,0.7497957993344532,0.9204187818781878,0.8410464654927186,0.753368410315752 | ||
| data-k-3-8.csv,3,2,0.929981098109811,0.860631769178517,0.8402111817377287,0.930181098109811,0.8610309270563943,0.8404706073583386 | ||
| data-k-3-9.csv,3,2,0.6232823282328233,0.2498611209935909,0.2788565573056047,0.718792199219922,0.43765605407484126,0.5226529073105026 | ||
| data-k-3-10.csv,3,3,0.8672201220122012,0.7340664594405938,0.489304950055489,0.9048817681768176,0.8095283136900151,0.5847993778236588 | ||
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| data-k-3-13.csv,3,3,0.9352453245324532,0.8632286096321448,0.71628198051698,0.959971397139714,0.915656053836568,0.7459869780999626 | ||
| data-k-3-14.csv,3,2,0.7291215721572157,0.4811990390422859,0.7758845695362345,0.7293215721572157,0.48156886333911214,0.7760469163932199 | ||
| data-k-3-15.csv,3,3,0.8892499249924992,0.7775004936027438,0.6121718193577699,0.9161204920492049,0.8313355792242632,0.670723565712661 | ||
| data-k-3-16.csv,3,3,0.9980968296829683,0.9961922341303531,0.8690040025295653,0.9984878287828783,0.9969745194603034,0.8696647640163494 | ||
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| data-k-3-20.csv,3,2,0.8934928892889289,0.7774657561734452,0.704030272254559,0.9043404740474047,0.8006860273225175,0.7134048949920577 | ||
| data-k-3-21.csv,3,2,0.8724098209820982,0.7448643346860253,0.8116496483229682,0.8729490749074907,0.7459499246689839,0.8129630028846699 | ||
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| data-k-3-23.csv,3,2,0.5732894889488949,0.22462158370609178,0.6798060890103621,0.5781961596159616,0.23175984423288132,0.6841384380570602 | ||
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| data-k-3-25.csv,3,2,0.9967563756375638,0.9933133008007499,0.8990582413764361,0.9967563756375638,0.9933133008007499,0.8990582413764361 | ||
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| data-k-3-27.csv,3,3,0.9413586558655865,0.8815778672707669,0.7733474614852306,0.9454563456345635,0.889702091343561,0.7878905809139178 | ||
| data-k-3-28.csv,3,2,0.6893459345934594,0.3290917587615707,0.8930049565004261,0.6893459345934594,0.3290917587615707,0.8930049565004261 | ||
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| data-k-3-30.csv,3,2,0.9142647864786478,0.8286488249019668,0.6839160159959677,0.9379091109110911,0.875886970886624,0.7025463662076774 | ||
| data-k-3-31.csv,3,2,0.7354008400840084,0.4708005062164042,0.5797550964023646,0.7792421442144214,0.5585902821409247,0.6445477611459539 | ||
| data-k-3-32.csv,3,2,0.9828182818281829,0.9599432940502207,0.9505124551897334,0.9828182818281829,0.9599432940502207,0.9505124551897334 | ||
| data-k-3-33.csv,3,3,0.9544447644764477,0.9025122337992338,0.6561146426625217,0.9686401440144015,0.932545000719213,0.6979513015407184 | ||
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| data-k-3-35.csv,3,3,1.0,1.0,0.8526222597451327,1.0,1.0,0.8526222597451327 | ||
| data-k-3-36.csv,3,3,0.9639352535253526,0.9268778812386923,0.6892003755212721,0.9473226322632263,0.89393319585663,0.6698231167069034 | ||
| data-k-3-37.csv,3,2,0.7704765476547655,0.5620017855505676,0.9134562128946825,0.7704765476547655,0.5620017855505676,0.9134562128946825 | ||
| data-k-3-38.csv,3,2,0.8461227922792279,0.6562566719847901,0.8502868585197031,0.8460437243724372,0.6561926689205002,0.8498475017774144 | ||
| data-k-3-39.csv,3,2,0.6575282328232823,0.28859240023474625,0.8273734875423548,0.6774811681168117,0.3320085417868453,0.8025448149113777 | ||
| data-k-3-40.csv,3,6,0.9678439643964396,0.9340970539248706,0.7438637871508034,0.9660514451445145,0.9304632691847081,0.6911577559700612 | ||
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| data-k-3-42.csv,3,2,0.9700834083408341,0.9393093998421594,0.9578273995098207,0.9700834083408341,0.9393093998421594,0.9578273995098207 | ||
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| data-k-3-44.csv,3,2,0.8253436543654366,0.6542985247589829,0.9094875966042583,0.8253436543654366,0.6542985247589829,0.9094875966042583 | ||
| data-k-3-45.csv,3,2,0.9405863186318631,0.8814686461262069,0.7874947936424396,0.9428776277627763,0.8860388355200309,0.7888502505453087 | ||
| data-k-3-46.csv,3,2,0.9718820682068207,0.9437763275760085,0.7958635357744382,0.9732579857985798,0.9465273744275284,0.796665785471933 | ||
| data-k-3-47.csv,3,2,0.7687808580858085,0.549263948933355,0.6168337652512293,0.7871890189018902,0.583445145215227,0.644556564364626 | ||
| data-k-3-48.csv,3,2,0.8893760576057606,0.7789217580596209,0.936831327793188,0.8893760576057606,0.7789217580596209,0.936831327793188 | ||
| data-k-3-49.csv,3,2,0.9081018101810181,0.817063977138011,0.7804445442382757,0.914416801680168,0.829616052717363,0.7809923452690131 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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| filename,true_clusters,pred_clusters,gs_rs,gs_ars,gs_ss,gs_burnin_rs,gs_burnin_ars,gs_burnin_ss | ||
| data-k-4-0.csv,4,2,0.7670717671767177,0.54720913025818,0.659517000565975,0.7920900690069007,0.5939175919243078,0.685714091569055 | ||
| data-k-4-1.csv,4,4,0.9178373637363736,0.8072029564257931,0.5694772813322625,0.9363650565056506,0.850254072430287,0.6360205378322249 | ||
| data-k-4-2.csv,4,5,0.4971045104510451,0.05390830808979414,0.3962871189391167,0.5573163716371637,0.13285890223261174,0.5334180714085931 | ||
| data-k-4-3.csv,4,2,0.7729121712171217,0.5464764243265161,0.7855666802438473,0.7755310131013101,0.5516221982526662,0.7887008142333244 | ||
| data-k-4-4.csv,4,2,0.7081041304130413,0.41644165855151166,0.4457912700135328,0.7703084908490849,0.5406946801434568,0.5839432703487526 | ||
| data-k-4-5.csv,4,2,0.7301505750575058,0.463450001530587,0.5277737593053133,0.7974245624562456,0.5952455003517226,0.6065290026125575 | ||
| data-k-4-6.csv,4,2,0.9011901190119012,0.8036406623445104,0.7878726218714527,0.9019058505850585,0.8050319410808526,0.7898953362090241 | ||
| data-k-4-7.csv,4,2,0.7109637163716371,0.4662306370173333,0.8014535311962767,0.7109637163716371,0.4662306370173333,0.8014535311962767 | ||
| data-k-4-8.csv,4,2,0.506541894189419,0.16019102173446298,0.8149435744903963,0.506741894189419,0.1604737837240108,0.8149764222889399 | ||
| data-k-4-9.csv,4,2,0.9444867886788679,0.8889836613394824,0.8867404485910049,0.9444867886788679,0.8889836613394824,0.8867404485910049 | ||
| data-k-4-10.csv,4,2,0.7646086608660866,0.5510116449667857,0.7496765985300512,0.7676752675267526,0.5566106652472868,0.7519416987837841 | ||
| data-k-4-11.csv,4,2,0.8237523352335233,0.6001961740732937,0.9143359080934628,0.8242398839883989,0.6013877172515334,0.9138603258162075 | ||
| data-k-4-12.csv,4,2,0.9274668266826682,0.7622604668366686,0.5875352824316331,0.9181872787278728,0.7507882491605783,0.6084379359757651 | ||
| data-k-4-13.csv,4,2,0.5654791479147915,0.25933541933538495,0.7488502915922444,0.5675030503050305,0.2613061999556448,0.7511140832322791 | ||
| data-k-4-14.csv,4,2,0.613616601660166,0.30563592178691473,0.6314711618761377,0.644802300230023,0.3591116340640438,0.6731289393052909 | ||
| data-k-4-15.csv,4,4,0.9121998599859986,0.8009399268515143,0.5044040654740496,0.9154509450945094,0.8029506991394052,0.6271728081848005 | ||
| data-k-4-16.csv,4,2,0.7744692669266927,0.5491377511963916,0.6078988993387964,0.8064996499649965,0.6131796661783336,0.6533917176495009 | ||
| data-k-4-17.csv,4,3,0.9544602660266026,0.8974497407048139,0.8054621005669391,0.9548369636963696,0.8982961859865879,0.8073261461496617 | ||
| data-k-4-18.csv,4,3,0.9781498549854986,0.9524407438401029,0.8102120195998548,0.9778354235423542,0.9517524198861467,0.8104967931260844 | ||
| data-k-4-19.csv,4,2,0.7574976097609761,0.5213045059238557,0.6461950496420753,0.7901721572157215,0.5840895069600559,0.6809843035671728 | ||
| data-k-4-20.csv,4,3,0.9821220522052205,0.9619362032481068,0.7264025326342176,0.9827140314031403,0.9631930353448916,0.7274702812471732 | ||
| data-k-4-21.csv,4,3,0.9149841384138414,0.8156342254941753,0.5436302079143297,0.9424217621762176,0.8744467759249244,0.6024876628099936 | ||
| data-k-4-22.csv,4,2,0.6176929492949295,0.21022292684667043,0.9085316202123113,0.6176929492949295,0.21022292684667043,0.9085316202123113 | ||
| data-k-4-23.csv,4,2,0.929143294329433,0.8588812448503818,0.8729317160404083,0.929143294329433,0.8588812448503818,0.8729317160404083 | ||
| data-k-4-24.csv,4,3,0.9338156215621563,0.8482862663997071,0.8054869351618456,0.9344819681968197,0.8498033962226751,0.8060198645022905 | ||
| data-k-4-25.csv,4,2,0.8644745474547455,0.7289809198618744,0.8343437684332614,0.864670507050705,0.7293734687952681,0.8346024284787851 | ||
| data-k-4-26.csv,4,5,0.996566796679668,0.9916090874007071,0.7820148657272833,0.9895134313431343,0.9741415154069089,0.7489872436552347 | ||
| data-k-4-27.csv,4,3,0.8920745674567456,0.7208406050403958,0.4813144413183891,0.8767535153515351,0.7101082900099052,0.5395352433115703 | ||
| data-k-4-28.csv,4,3,0.9213020102010201,0.8389328713707942,0.8312516082034588,0.9213020102010201,0.8389328713707942,0.8312516082034588 | ||
| data-k-4-29.csv,4,2,0.8275629562956296,0.5964650315716424,0.5308532924355711,0.863009100910091,0.6709516664317517,0.5948835551412626 | ||
| data-k-4-30.csv,4,2,0.6551943594359436,0.37931213529807495,0.8055019712732681,0.6550532253225323,0.3788304067566683,0.8062733300607516 | ||
| data-k-4-31.csv,4,2,0.5772958295829583,0.15478130106632243,0.19817745367173448,0.7471527952795279,0.49438148697917284,0.45663301930669475 | ||
| data-k-4-32.csv,4,3,0.8744263426342634,0.7174875232701275,0.49940548279205216,0.9073659565956596,0.7897518604784568,0.5746872018552663 | ||
| data-k-4-33.csv,4,2,0.7130236423642364,0.4612597771087351,0.7687953355683882,0.7149499149914992,0.4643396355803182,0.7707913805171407 | ||
| data-k-4-34.csv,4,2,0.4348016401640164,0.04018052066910544,0.8380970377124966,0.4348016401640164,0.04018052066910544,0.8380970377124966 | ||
| data-k-4-35.csv,4,4,0.919198499849985,0.805877729866639,0.5598789511595214,0.9478042804280428,0.8753894121006883,0.6278410330580488 | ||
| data-k-4-36.csv,4,2,0.6909766576657665,0.42231748535894037,0.6430522393258588,0.7031609160916091,0.44231543683610797,0.6593056423476207 | ||
| data-k-4-37.csv,4,2,0.7905362136213622,0.5700087012135625,0.5517130628534567,0.8091426342634264,0.6105821994862505,0.623377136253426 | ||
| data-k-4-38.csv,4,2,0.9264636263626362,0.8530911696842892,0.8799803351870129,0.9264636263626362,0.8530911696842892,0.8799803351870129 | ||
| data-k-4-39.csv,4,3,0.9797464146414642,0.9566641965921419,0.6992234969971524,0.9829220522052206,0.9634248365873748,0.7060474355010471 | ||
| data-k-4-40.csv,4,2,0.7559996799679968,0.5120557731270142,0.5974150530671856,0.7957803780378038,0.5918258405742705,0.6510514143987688 | ||
| data-k-4-41.csv,4,4,0.6361568356835684,0.28518077685613863,0.24266936512114684,0.7220119211921192,0.4096439879135305,0.46810182467746647 | ||
| data-k-4-42.csv,4,3,0.9038297629762976,0.7893291906795741,0.6656983994483459,0.9180109210921092,0.8200090098146713,0.6906782387082507 | ||
| data-k-4-43.csv,4,2,0.8805070507050705,0.761014807374389,0.856964617212327,0.8805070507050705,0.761014807374389,0.856964617212327 | ||
| data-k-4-44.csv,4,2,0.7264693869386939,0.45979539864071256,0.6007423399076972,0.7739933793379338,0.5512448811547362,0.6562559890389308 | ||
| data-k-4-45.csv,4,2,0.769192599259926,0.5589113836049429,0.7567233221052185,0.7766268826882688,0.5728150733987323,0.7608022602843357 | ||
| data-k-4-46.csv,4,4,0.971861106110611,0.9435619266744197,0.6916806438435829,0.9070881288128813,0.8115537453571968,0.5912839402070195 | ||
| data-k-4-47.csv,4,2,0.7108744474447445,0.4319208505368713,0.5806647548167055,0.7778804280428043,0.5620012422617091,0.632968250446101 | ||
| data-k-4-48.csv,4,2,0.7258626862686268,0.4737363358990746,0.7996848025579091,0.727425102510251,0.47643306388790246,0.8004010597750028 | ||
| data-k-4-49.csv,4,2,0.9249889388938893,0.8500077477582098,0.8228320238215588,0.9252346834683468,0.8504984733129988,0.8229269808289417 |
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