KmeansOutputOrientaUANLv7

Ready


----------------------\Iteracion #0


Los centroides son:
['1', '2', '1', '2', '2', '2', '1', '1', '2', '2', 'ITS10', 'Como crees que este tu habilidad para relacionar tecnicas con situaciones conocidas?', '0.7', '0.2', '0.1', '', 'LSRVGR']
['1', '2', '1', '1', '3', '2', '1', '1', '3', '1', 'IAS31', 'Como calificarias tu habilidad para visualizar mejoras en un area de trabajo?', '0.1', '0.7', '0.2', '', 'AUDSR5']
['1', '1', '2', '1', '1', '1', '1', '1', '1', '1', 'IEC21', 'Con que facilidad puedes diferenciar una senal analogica de una senal digital?', '0.1', '0.3', '0.6', '', 'TMZQDM']


El grupo de grupo01 quedo asi:
ITS01 ITS02 ITS03 ITS04 ITS05 ITS06 ITS07 ITS08 ITS09 ITS10 ITS11 ITS12 ITS13 ITS14 ITS15 ITS16 ITS17 ITS18 ITS19 ITS20 ITS21 ITS22 ITS23 ITS24 ITS25 ITS26 ITS27 ITS28 ITS29 ITS30 ITS31 ITS32 ITS33 ITS34 ITS35 ITS36 ITS37 ITS38 ITS39 ITS40 ITS41 ITS42 ITS43 ITS44 ITS45 ITS46 ITS47 ITS48 ITS49 ITS50 IAS01 IAS02 IAS03 IAS04 IAS05 IAS06 IAS07 IAS08 IAS09 IAS10 IAS12 IAS13 IAS15 IAS16 IAS17 IAS19 IAS20 IAS21 IAS22 IAS23 IAS24 IAS25 IAS26 IAS27 IAS29 IAS30 IAS32 IAS33 IAS34 IAS35 IAS36 IAS37 IAS38 IAS39 IAS40 IAS41 IAS42 IAS43 IAS44 IAS45 IAS46 IAS47 IAS48 IAS49 IAS50 IEC01 IEC02 IEC03 IEC04 IEC05 IEC08 IEC11 IEC12 IEC13 IEC14 IEC15 IEC18 IEC20 IEC21 IEC22 IEC23 IEC24 IEC25 IEC26 IEC27 IEC29 IEC30 IEC32 IEC33 IEC34 IEC35 IEC36 IEC37 IEC39 IEC40 IEC41 IEC42 IEC43 IEC44 IEC45 IEC46 IEC47 IEC48 IEC49 IEC50 IEC51 IEC53 IEC54

El grupo de grupo02 quedo asi:
IAS14 IAS28 IAS31 IEC06 IEC07 IEC09 IEC10 IEC16 IEC17 IEC28 IEC52

El grupo de grupo03 quedo asi:
IAS11 IAS18 IEC19 IEC31 IEC38

El grupo de grupo04 quedo asi:
Los nuevos centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '1', 'H4ON40']
['1', '1', '1', '1', '3', '1', '1', '1', '1', '1', 'RSECQC']
['1', '1', '2', '1', '3', '1', '1', '1', '1', '1', '2ION50']
Las distancias entre los puntos son:
('ITS01', 'LSRVGR', 0.8685990362153793)
('ITS02', 'LSRVGR', 0.944911182523068)
('ITS03', 'LSRVGR', 0.8894991799933214)
('ITS04', 'LSRVGR', 0.9092412093166349)
('ITS05', 'LSRVGR', 0.8728715609439694)
('ITS06', 'LSRVGR', 0.9258200997725514)
('ITS07', 'LSRVGR', 0.9258200997725514)
('ITS08', 'LSRVGR', 0.9266964086291873)
('ITS09', 'LSRVGR', 0.8247860988423226)
('ITS10', 'LSRVGR', 1.0)
('ITS11', 'LSRVGR', 0.9315885051121783)
('ITS12', 'LSRVGR', 0.9092412093166349)
('ITS13', 'LSRVGR', 0.8625819491779428)
('ITS14', 'LSRVGR', 0.8872442622820285)
('ITS15', 'LSRVGR', 0.9092412093166349)
('ITS16', 'LSRVGR', 0.8685990362153793)
('ITS17', 'LSRVGR', 0.86991767240168)
('ITS18', 'LSRVGR', 0.8748177652797064)
('ITS19', 'LSRVGR', 0.9583148474999098)
('ITS20', 'LSRVGR', 0.9739642045665762)
('ITS21', 'LSRVGR', 0.8964214570007952)
('ITS22', 'LSRVGR', 0.8486684247915055)
('ITS23', 'LSRVGR', 0.8944271909999159)
('ITS24', 'LSRVGR', 0.8964214570007952)
('ITS25', 'LSRVGR', 0.9578414886923188)
('ITS26', 'LSRVGR', 0.9510441892119877)
('ITS27', 'LSRVGR', 0.9354143466934853)
('ITS28', 'LSRVGR', 0.8854220041514329)
('ITS29', 'LSRVGR', 0.9660917830792959)
('ITS30', 'LSRVGR', 0.9869275424396534)
('ITS31', 'LSRVGR', 0.8964214570007952)
('ITS32', 'LSRVGR', 0.873326063219467)
('ITS33', 'LSRVGR', 0.86991767240168)
('ITS34', 'LSRVGR', 0.8685990362153793)
('ITS35', 'LSRVGR', 0.9014978717104176)
('ITS36', 'LSRVGR', 0.9014978717104176)
('ITS37', 'LSRVGR', 0.8665407417674353)
('ITS38', 'LSRVGR', 0.8890520422532004)
('ITS39', 'LSRVGR', 0.9642857142857143)
('ITS40', 'LSRVGR', 0.944911182523068)
('ITS41', 'LSRVGR', 0.86991767240168)
('ITS42', 'LSRVGR', 0.9660917830792959)
('ITS43', 'LSRVGR', 0.9739642045665762)
('ITS44', 'LSRVGR', 0.944911182523068)
('ITS45', 'LSRVGR', 0.9092412093166349)
('ITS46', 'LSRVGR', 0.9315885051121783)
('ITS47', 'LSRVGR', 0.9285714285714286)
('ITS48', 'LSRVGR', 0.9503819266229829)
('ITS49', 'LSRVGR', 0.944911182523068)
('ITS50', 'LSRVGR', 0.9473729613780998)
('IAS01', 'LSRVGR', 0.9266964086291873)
('IAS02', 'LSRVGR', 0.8964214570007952)
('IAS03', 'LSRVGR', 0.944911182523068)
('IAS04', 'LSRVGR', 0.8247860988423226)
('IAS05', 'LSRVGR', 0.9642857142857143)
('IAS06', 'LSRVGR', 0.8625819491779428)
('IAS07', 'LSRVGR', 0.8944271909999159)
('IAS08', 'LSRVGR', 0.8017837257372732)
('IAS09', 'LSRVGR', 0.9071147352221454)
('IAS10', 'LSRVGR', 0.8665407417674353)
('IAS11', 'TMZQDM', 0.9095880536541954)
('IAS12', 'LSRVGR', 0.9354143466934853)
('IAS13', 'LSRVGR', 0.8944271909999159)
('IAS14', 'AUDSR5', 0.9519716382329885)
('IAS15', 'LSRVGR', 0.7835467939002064)
('IAS16', 'LSRVGR', 0.8773280079294956)
('IAS17', 'LSRVGR', 0.922224668326776)
('IAS18', 'TMZQDM', 0.9434563530497265)
('IAS19', 'LSRVGR', 0.9124211282466754)
('IAS20', 'LSRVGR', 0.9669875568304563)
('IAS21', 'LSRVGR', 0.8247860988423226)
('IAS22', 'LSRVGR', 0.9072647087265548)
('IAS23', 'LSRVGR', 0.8976656233969146)
('IAS24', 'LSRVGR', 0.9473729613780998)
('IAS25', 'LSRVGR', 0.8365019125713041)
('IAS26', 'LSRVGR', 0.9315885051121783)
('IAS27', 'LSRVGR', 0.9315885051121783)
('IAS28', 'AUDSR5', 0.9525793444156804)
('IAS29', 'LSRVGR', 0.9669875568304563)
('IAS30', 'LSRVGR', 0.7985957062499248)
('IAS31', 'AUDSR5', 1.0)
('IAS32', 'LSRVGR', 0.9197090092274488)
('IAS33', 'LSRVGR', 0.9263710192499128)
('IAS34', 'LSRVGR', 0.8553372034476997)
('IAS35', 'LSRVGR', 0.83884918410162)
('IAS36', 'LSRVGR', 0.8280786712108251)
('IAS37', 'LSRVGR', 0.8890520422532004)
('IAS38', 'LSRVGR', 0.8357661056711407)
('IAS39', 'LSRVGR', 0.944911182523068)
('IAS40', 'LSRVGR', 0.9315885051121783)
('IAS41', 'LSRVGR', 0.8017837257372732)
('IAS42', 'LSRVGR', 0.8693182879212227)
('IAS43', 'LSRVGR', 0.9538209664765319)
('IAS44', 'LSRVGR', 0.9020066914544324)
('IAS45', 'LSRVGR', 0.8944271909999159)
('IAS46', 'LSRVGR', 0.8819171036881969)
('IAS47', 'LSRVGR', 0.8247860988423226)
('IAS48', 'LSRVGR', 0.9092412093166349)
('IAS49', 'LSRVGR', 0.7715167498104595)
('IAS50', 'LSRVGR', 0.9510441892119877)
('IEC01', 'LSRVGR', 0.9104654680003259)
('IEC02', 'LSRVGR', 0.8944271909999159)
('IEC03', 'LSRVGR', 0.8486684247915055)
('IEC04', 'LSRVGR', 0.8728715609439694)
('IEC05', 'LSRVGR', 0.9072647087265548)
('IEC06', 'AUDSR5', 0.9021097956087903)
('IEC07', 'AUDSR5', 0.8320502943378437)
('IEC08', 'LSRVGR', 0.8872442622820285)
('IEC09', 'AUDSR5', 0.9013878188659974)
('IEC10', 'AUDSR5', 0.9013878188659974)
('IEC11', 'LSRVGR', 0.9515373247662334)
('IEC12', 'LSRVGR', 0.86991767240168)
('IEC13', 'LSRVGR', 0.9014978717104176)
('IEC14', 'LSRVGR', 0.8944271909999159)
('IEC15', 'LSRVGR', 0.86991767240168)
('IEC16', 'AUDSR5', 0.8488746876271654)
('IEC17', 'AUDSR5', 0.8320502943378437)
('IEC18', 'LSRVGR', 0.8728715609439694)
('IEC19', 'TMZQDM', 0.8663254299163511)
('IEC20', 'LSRVGR', 0.8486684247915055)
('IEC21', 'LSRVGR', 0.8910421112136306)
('IEC22', 'LSRVGR', 0.8486684247915055)
('IEC23', 'LSRVGR', 0.8908708063747479)
('IEC24', 'LSRVGR', 0.8872442622820285)
('IEC25', 'LSRVGR', 0.8486684247915055)
('IEC26', 'LSRVGR', 0.944911182523068)
('IEC27', 'LSRVGR', 0.8486684247915055)
('IEC28', 'AUDSR5', 0.9166666666666666)
('IEC29', 'LSRVGR', 0.9258200997725514)
('IEC30', 'LSRVGR', 0.9072647087265548)
('IEC31', 'TMZQDM', 0.924678098474716)
('IEC32', 'LSRVGR', 0.8422348876123157)
('IEC33', 'LSRVGR', 0.8486684247915055)
('IEC34', 'LSRVGR', 0.8100925873009825)
('IEC35', 'LSRVGR', 0.8486684247915055)
('IEC36', 'LSRVGR', 0.8660254037844387)
('IEC37', 'LSRVGR', 0.8422348876123157)
('IEC38', 'TMZQDM', 0.9078412990032038)
('IEC39', 'LSRVGR', 0.8660254037844387)
('IEC40', 'LSRVGR', 0.9678678369916546)
('IEC41', 'LSRVGR', 0.8660254037844387)
('IEC42', 'LSRVGR', 0.9604721435546553)
('IEC43', 'LSRVGR', 0.7412493166611012)
('IEC44', 'LSRVGR', 0.7412493166611012)
('IEC45', 'LSRVGR', 0.8552359741197579)
('IEC46', 'LSRVGR', 0.9212884029599914)
('IEC47', 'LSRVGR', 0.9354143466934853)
('IEC48', 'LSRVGR', 0.9072647087265548)
('IEC49', 'LSRVGR', 0.74564371920144)
('IEC50', 'LSRVGR', 0.8916451401205645)
('IEC51', 'LSRVGR', 0.9274260335029677)
('IEC52', 'AUDSR5', 0.9359709753334591)
('IEC53', 'LSRVGR', 0.9762210399274298)
('IEC54', 'LSRVGR', 0.9596449173246002)


----------------------\Iteracion #1


Los centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '1', 'H4ON40']
['1', '1', '1', '1', '3', '1', '1', '1', '1', '1', 'RSECQC']
['1', '1', '2', '1', '3', '1', '1', '1', '1', '1', '2ION50']


El grupo de grupo01 quedo asi:
ITS02 ITS03 ITS04 ITS05 ITS07 ITS08 ITS09 ITS10 ITS11 ITS12 ITS13 ITS14 ITS15 ITS16 ITS17 ITS18 ITS19 ITS20 ITS21 ITS22 ITS23 ITS24 ITS25 ITS26 ITS28 ITS30 ITS31 ITS32 ITS33 ITS34 ITS35 ITS36 ITS37 ITS38 ITS39 ITS40 ITS42 ITS43 ITS44 ITS45 ITS46 ITS47 ITS48 ITS49 ITS50 IAS01 IAS03 IAS05 IAS06 IAS07 IAS09 IAS10 IAS12 IAS13 IAS16 IAS17 IAS19 IAS22 IAS24 IAS34 IAS35 IAS37 IAS38 IAS39 IAS40 IAS43 IAS46 IAS48 IEC02 IEC11 IEC13 IEC18 IEC22 IEC23 IEC25 IEC27 IEC29 IEC30 IEC32 IEC34 IEC37 IEC40 IEC41 IEC42 IEC45 IEC46 IEC47 IEC48 IEC50 IEC51 IEC53 IEC54

El grupo de grupo02 quedo asi:
ITS01 ITS06 ITS27 ITS29 ITS41 IAS02 IAS04 IAS08 IAS14 IAS15 IAS20 IAS26 IAS27 IAS28 IAS29 IAS31 IAS33 IAS44 IAS50 IEC01 IEC03 IEC04 IEC05 IEC06 IEC07 IEC08 IEC09 IEC10 IEC12 IEC14 IEC15 IEC16 IEC17 IEC26 IEC28 IEC35 IEC43 IEC44 IEC52

El grupo de grupo03 quedo asi:
IAS11 IAS18 IAS21 IAS23 IAS25 IAS30 IAS32 IAS36 IAS41 IAS42 IAS45 IAS47 IAS49 IEC19 IEC20 IEC21 IEC24 IEC31 IEC33 IEC36 IEC38 IEC39 IEC49

El grupo de grupo04 quedo asi:
Los nuevos centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '2', '2JQLJD']
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'ATOQH9']
['1', '1', '2', '1', '1', '1', '1', '1', '1', '1', 'NREJ3J']
Las distancias entre los puntos son:
('ITS01', 'RSECQC', 0.9166666666666666)
('ITS02', 'H4ON40', 0.9165151389911681)
('ITS03', 'H4ON40', 0.898717034272917)
('ITS04', 'H4ON40', 0.9659092088013584)
('ITS05', 'H4ON40', 0.8819171036881969)
('ITS06', 'RSECQC', 0.8660254037844386)
('ITS07', 'H4ON40', 0.9799578870122228)
('ITS08', 'H4ON40', 0.8839599998785473)
('ITS09', 'H4ON40', 0.8571428571428571)
('ITS10', 'H4ON40', 0.9072647087265548)
('ITS11', 'H4ON40', 0.956182887467515)
('ITS12', 'H4ON40', 0.9659092088013584)
('ITS13', 'H4ON40', 0.9163419338230352)
('ITS14', 'H4ON40', 0.8463272660560105)
('ITS15', 'H4ON40', 0.8819171036881969)
('ITS16', 'H4ON40', 0.8486684247915055)
('ITS17', 'H4ON40', 0.8968700041677191)
('ITS18', 'H4ON40', 0.9091372900969897)
('ITS19', 'H4ON40', 0.9590244476323128)
('ITS20', 'H4ON40', 0.9201575383978459)
('ITS21', 'H4ON40', 0.9315885051121783)
('ITS22', 'H4ON40', 0.8463272660560105)
('ITS23', 'H4ON40', 0.885253336275981)
('ITS24', 'H4ON40', 0.8970852271450606)
('ITS25', 'H4ON40', 0.9108400680852976)
('ITS26', 'H4ON40', 0.8985037396136244)
('ITS27', 'RSECQC', 0.9166666666666666)
('ITS28', 'H4ON40', 0.9201575383978459)
('ITS29', 'RSECQC', 0.9467292624062575)
('ITS30', 'H4ON40', 0.9496714704969829)
('ITS31', 'H4ON40', 0.9315885051121783)
('ITS32', 'H4ON40', 0.9108400680852976)
('ITS33', 'H4ON40', 0.8968700041677191)
('ITS34', 'H4ON40', 0.8486684247915055)
('ITS35', 'H4ON40', 0.9108400680852976)
('ITS36', 'H4ON40', 0.9108400680852976)
('ITS37', 'H4ON40', 0.8970852271450606)
('ITS38', 'H4ON40', 0.9203900230262253)
('ITS39', 'H4ON40', 0.9072647087265548)
('ITS40', 'H4ON40', 0.9165151389911681)
('ITS41', 'RSECQC', 0.8912318970359479)
('ITS42', 'H4ON40', 0.8765009801785554)
('ITS43', 'H4ON40', 0.8519977207387462)
('ITS44', 'H4ON40', 0.9165151389911681)
('ITS45', 'H4ON40', 0.8399210511316161)
('ITS46', 'H4ON40', 0.8765009801785554)
('ITS47', 'H4ON40', 0.9072647087265548)
('ITS48', 'H4ON40', 0.9014410719200636)
('ITS49', 'H4ON40', 0.9456108576893003)
('ITS50', 'H4ON40', 0.9330597055272909)
('IAS01', 'H4ON40', 0.9304842103984708)
('IAS02', 'RSECQC', 0.8944271909999159)
('IAS03', 'H4ON40', 0.9819805060619657)
('IAS04', 'RSECQC', 0.8743856497851875)
('IAS05', 'H4ON40', 0.9072647087265548)
('IAS06', 'H4ON40', 0.8765009801785554)
('IAS07', 'H4ON40', 0.9221388919541469)
('IAS08', 'RSECQC', 0.7777777777777778)
('IAS09', 'H4ON40', 0.9165151389911681)
('IAS10', 'H4ON40', 0.8625819491779428)
('IAS11', '2ION50', 0.8457800632220621)
('IAS12', 'H4ON40', 0.8872442622820285)
('IAS13', 'H4ON40', 0.9221388919541469)
('IAS14', 'RSECQC', 0.8316074081115762)
('IAS15', 'RSECQC', 0.7715167498104595)
('IAS16', 'H4ON40', 0.8914849883204186)
('IAS17', 'H4ON40', 0.9317816558956105)
('IAS18', '2ION50', 0.9072647087265548)
('IAS19', 'H4ON40', 0.8914849883204186)
('IAS20', 'RSECQC', 0.9045340337332909)
('IAS21', '2ION50', 0.8571428571428571)
('IAS22', 'H4ON40', 0.8571428571428571)
('IAS23', '2ION50', 0.8728715609439696)
('IAS24', 'H4ON40', 0.9008852329229016)
('IAS25', '2ION50', 0.7979249985750353)
('IAS26', 'RSECQC', 0.8606629658238705)
('IAS27', 'RSECQC', 0.8606629658238705)
('IAS28', 'RSECQC', 0.8618575020903775)
('IAS29', 'RSECQC', 0.9045340337332909)
('IAS30', '2ION50', 0.8114822249196493)
('IAS31', 'RSECQC', 0.9166666666666666)
('IAS32', '2ION50', 0.8849904067559858)
('IAS33', 'RSECQC', 0.8366600265340756)
('IAS34', 'H4ON40', 0.835710894037345)
('IAS35', 'H4ON40', 0.8609952040010103)
('IAS36', '2ION50', 0.9163419338230352)
('IAS37', 'H4ON40', 0.8849904067559858)
('IAS38', 'H4ON40', 0.8652258233316383)
('IAS39', 'H4ON40', 0.9456108576893003)
('IAS40', 'H4ON40', 0.956182887467515)
('IAS41', '2ION50', 0.8743856497851875)
('IAS42', '2ION50', 0.8292279828967711)
('IAS43', 'H4ON40', 0.9511897312113419)
('IAS44', 'RSECQC', 0.9166666666666666)
('IAS45', '2ION50', 0.9221388919541469)
('IAS46', 'H4ON40', 0.8728715609439694)
('IAS47', '2ION50', 0.8571428571428571)
('IAS48', 'H4ON40', 0.9239131562447777)
('IAS49', '2ION50', 0.8017837257372732)
('IAS50', 'RSECQC', 0.8986064433619868)
('IEC01', 'RSECQC', 0.9192547197409877)
('IEC02', 'H4ON40', 0.8483677805978151)
('IEC03', 'RSECQC', 0.8660254037844386)
('IEC04', 'RSECQC', 0.8618575020903775)
('IEC05', 'RSECQC', 0.8743856497851875)
('IEC06', 'RSECQC', 0.9622504486493763)
('IEC07', 'RSECQC', 0.9245003270420484)
('IEC08', 'RSECQC', 0.8660254037844386)
('IEC09', 'RSECQC', 0.9245003270420484)
('IEC10', 'RSECQC', 0.9245003270420484)
('IEC11', 'H4ON40', 0.890870806374748)
('IEC12', 'RSECQC', 0.8912318970359479)
('IEC13', 'H4ON40', 0.9108400680852976)
('IEC14', 'RSECQC', 0.9163419338230352)
('IEC15', 'RSECQC', 0.8912318970359479)
('IEC16', 'RSECQC', 0.8892972917998876)
('IEC17', 'RSECQC', 0.9245003270420484)
('IEC18', 'H4ON40', 0.8819171036881969)
('IEC19', '2ION50', 0.8968700041677191)
('IEC20', '2ION50', 0.8463272660560105)
('IEC21', '2ION50', 0.9078412990032038)
('IEC22', 'H4ON40', 0.8463272660560105)
('IEC23', 'H4ON40', 0.9772545497599154)
('IEC24', '2ION50', 0.8908708063747479)
('IEC25', 'H4ON40', 0.8908708063747479)
('IEC26', 'RSECQC', 0.9428090415820635)
('IEC27', 'H4ON40', 0.8463272660560105)
('IEC28', 'RSECQC', 1.0)
('IEC29', 'H4ON40', 0.9354143466934853)
('IEC30', 'H4ON40', 0.9523809523809523)
('IEC31', '2ION50', 0.9843091327750997)
('IEC32', 'H4ON40', 0.8104408984731077)
('IEC33', '2ION50', 0.8463272660560105)
('IEC34', 'H4ON40', 0.8463272660560105)
('IEC35', 'RSECQC', 0.8660254037844386)
('IEC36', '2ION50', 0.8095238095238095)
('IEC37', 'H4ON40', 0.8104408984731077)
('IEC38', '2ION50', 1.0)
('IEC39', '2ION50', 0.8095238095238095)
('IEC40', 'H4ON40', 0.8940780099633802)
('IEC41', 'H4ON40', 0.9523809523809523)
('IEC42', 'H4ON40', 0.899235973995271)
('IEC43', 'RSECQC', 0.7396002616336388)
('IEC44', 'RSECQC', 0.7396002616336388)
('IEC45', 'H4ON40', 0.8332380897952963)
('IEC46', 'H4ON40', 0.8455943246644705)
('IEC47', 'H4ON40', 0.8872442622820285)
('IEC48', 'H4ON40', 0.9523809523809523)
('IEC49', '2ION50', 0.7892456036675928)
('IEC50', 'H4ON40', 0.8687107603185122)
('IEC51', 'H4ON40', 0.9134141431056324)
('IEC52', 'RSECQC', 0.9467292624062575)
('IEC53', 'H4ON40', 0.924917300825728)
('IEC54', 'H4ON40', 0.8748177652797064)


----------------------\Iteracion #2


Los centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '2', '2JQLJD']
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'ATOQH9']
['1', '1', '2', '1', '1', '1', '1', '1', '1', '1', 'NREJ3J']


El grupo de grupo01 quedo asi:
ITS01 ITS02 ITS03 ITS04 ITS05 ITS07 ITS08 ITS09 ITS10 ITS11 ITS12 ITS13 ITS14 ITS15 ITS16 ITS17 ITS18 ITS19 ITS20 ITS21 ITS22 ITS23 ITS24 ITS25 ITS26 ITS28 ITS30 ITS31 ITS32 ITS33 ITS34 ITS35 ITS36 ITS37 ITS38 ITS39 ITS40 ITS41 ITS44 ITS45 ITS46 ITS47 ITS48 ITS49 ITS50 IAS01 IAS02 IAS03 IAS06 IAS07 IAS09 IAS10 IAS12 IAS13 IAS16 IAS17 IAS19 IAS21 IAS22 IAS24 IAS25 IAS34 IAS35 IAS37 IAS38 IAS39 IAS40 IAS42 IAS43 IAS46 IAS48 IEC02 IEC11 IEC21 IEC22 IEC23 IEC25 IEC27 IEC29 IEC30 IEC34 IEC40 IEC41 IEC42 IEC45 IEC46 IEC47 IEC48 IEC50 IEC54

El grupo de grupo02 quedo asi:
ITS06 ITS27 ITS29 ITS42 IAS04 IAS20 IAS26 IAS27 IAS29 IAS31 IAS33 IAS44 IAS45 IAS50 IEC01 IEC03 IEC04 IEC05 IEC06 IEC07 IEC08 IEC09 IEC10 IEC12 IEC13 IEC14 IEC15 IEC16 IEC17 IEC18 IEC19 IEC24 IEC26 IEC28 IEC35 IEC38 IEC52 IEC53

El grupo de grupo03 quedo asi:
ITS43 IAS05 IAS08 IAS11 IAS14 IAS15 IAS18 IAS23 IAS28 IAS30 IAS32 IAS36 IAS41 IAS47 IAS49 IEC20 IEC31 IEC32 IEC33 IEC36 IEC37 IEC39 IEC43 IEC44 IEC49 IEC51

El grupo de grupo04 quedo asi:
Los nuevos centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', '3XBQ5F']
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'LGLYSS']
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', '8TDC4T']
Las distancias entre los puntos son:
('ITS01', '2JQLJD', 0.9021097956087903)
('ITS02', '2JQLJD', 0.9389710680668849)
('ITS03', '2JQLJD', 0.9607689228305227)
('ITS04', '2JQLJD', 0.9428090415820634)
('ITS05', '2JQLJD', 0.9035253315161441)
('ITS06', 'ATOQH9', 0.9354143466934853)
('ITS07', '2JQLJD', 1.0)
('ITS08', '2JQLJD', 0.8703882797784892)
('ITS09', '2JQLJD', 0.8463272660560105)
('ITS10', '2JQLJD', 0.9258200997725514)
('ITS11', '2JQLJD', 0.9689627902499088)
('ITS12', '2JQLJD', 0.9820927516479827)
('ITS13', '2JQLJD', 0.8944271909999159)
('ITS14', '2JQLJD', 0.9166666666666666)
('ITS15', '2JQLJD', 0.9428090415820634)
('ITS16', '2JQLJD', 0.9021097956087903)
('ITS17', '2JQLJD', 0.9396184772996341)
('ITS18', '2JQLJD', 0.944911182523068)
('ITS19', '2JQLJD', 0.9660917830792959)
('ITS20', '2JQLJD', 0.9563650695950074)
('ITS21', '2JQLJD', 0.9359709753334591)
('ITS22', '2JQLJD', 0.8333333333333334)
('ITS23', '2JQLJD', 0.9315885051121783)
('ITS24', '2JQLJD', 0.9359709753334591)
('ITS25', '2JQLJD', 0.8824418982027676)
('ITS26', '2JQLJD', 0.9338592095470355)
('ITS27', 'ATOQH9', 0.9643959372630744)
('ITS28', '2JQLJD', 0.8926073982886735)
('ITS29', 'ATOQH9', 0.956182887467515)
('ITS30', '2JQLJD', 0.959403223600247)
('ITS31', '2JQLJD', 0.9682458365518541)
('ITS32', '2JQLJD', 0.9432999601477862)
('ITS33', '2JQLJD', 0.9396184772996341)
('ITS34', '2JQLJD', 0.9021097956087903)
('ITS35', '2JQLJD', 0.9432999601477862)
('ITS36', '2JQLJD', 0.9432999601477862)
('ITS37', '2JQLJD', 0.9359709753334591)
('ITS38', '2JQLJD', 0.9271726499455306)
('ITS39', '2JQLJD', 0.9258200997725514)
('ITS40', '2JQLJD', 0.9389710680668849)
('ITS41', '2JQLJD', 0.9060606745389328)
('ITS42', 'ATOQH9', 0.9163419338230352)
('ITS43', 'NREJ3J', 0.9096109718308409)
('ITS44', '2JQLJD', 0.9389710680668849)
('ITS45', '2JQLJD', 0.9035253315161441)
('ITS46', '2JQLJD', 0.9316949906249123)
('ITS47', '2JQLJD', 0.9258200997725514)
('ITS48', '2JQLJD', 0.9165444688834581)
('ITS49', '2JQLJD', 0.9525793444156804)
('ITS50', '2JQLJD', 0.9630868246861536)
('IAS01', '2JQLJD', 0.9574271077563381)
('IAS02', '2JQLJD', 0.9036961141150639)
('IAS03', '2JQLJD', 0.9695896898516747)
('IAS04', 'ATOQH9', 0.8571428571428571)
('IAS05', 'NREJ3J', 0.9434563530497265)
('IAS06', '2JQLJD', 0.8571593913749194)
('IAS07', '2JQLJD', 0.8970852271450606)
('IAS08', 'NREJ3J', 0.8498365855987974)
('IAS09', '2JQLJD', 0.8981462390204986)
('IAS10', '2JQLJD', 0.9036961141150639)
('IAS11', 'NREJ3J', 0.9095880536541954)
('IAS12', '2JQLJD', 0.9021097956087903)
('IAS13', '2JQLJD', 0.8970852271450606)
('IAS14', 'NREJ3J', 0.8240419241993676)
('IAS15', 'NREJ3J', 0.8473185457363235)
('IAS16', '2JQLJD', 0.9476225544736292)
('IAS17', '2JQLJD', 0.902730569228801)
('IAS18', 'NREJ3J', 0.9434563530497265)
('IAS19', '2JQLJD', 0.9476225544736292)
('IAS20', 'ATOQH9', 0.9304842103984708)
('IAS21', '2JQLJD', 0.8017837257372732)
('IAS22', '2JQLJD', 0.9354143466934853)
('IAS23', 'NREJ3J', 0.9707253433941511)
('IAS24', '2JQLJD', 0.902893898143269)
('IAS25', '2JQLJD', 0.8249579113843054)
('IAS26', 'ATOQH9', 0.8765009801785554)
('IAS27', 'ATOQH9', 0.8765009801785554)
('IAS28', 'NREJ3J', 0.8540168202937981)
('IAS29', 'ATOQH9', 0.9304842103984708)
('IAS30', 'NREJ3J', 0.9376144618769908)
('IAS31', 'ATOQH9', 0.9258200997725514)
('IAS32', 'NREJ3J', 0.9448346683982798)
('IAS33', 'ATOQH9', 0.885253336275981)
('IAS34', '2JQLJD', 0.8528028654224418)
('IAS35', '2JQLJD', 0.9060606745389328)
('IAS36', 'NREJ3J', 0.9621023987294833)
('IAS37', '2JQLJD', 0.9271726499455306)
('IAS38', '2JQLJD', 0.8716019289105665)
('IAS39', '2JQLJD', 0.9525793444156804)
('IAS40', '2JQLJD', 0.9689627902499088)
('IAS41', 'NREJ3J', 0.9805806756909201)
('IAS42', '2JQLJD', 0.816496580927726)
('IAS43', '2JQLJD', 0.936585811581694)
('IAS44', 'ATOQH9', 0.9258200997725514)
('IAS45', 'ATOQH9', 0.9221388919541469)
('IAS46', '2JQLJD', 0.8845379626717031)
('IAS47', 'NREJ3J', 0.9683640522700839)
('IAS48', '2JQLJD', 0.9428090415820634)
('IAS49', 'NREJ3J', 0.9058216273156765)
('IAS50', 'ATOQH9', 0.8985037396136244)
('IEC01', 'ATOQH9', 0.901127113779166)
('IEC02', '2JQLJD', 0.8970852271450606)
('IEC03', 'ATOQH9', 0.8908708063747479)
('IEC04', 'ATOQH9', 0.8819171036881969)
('IEC05', 'ATOQH9', 0.9523809523809523)
('IEC06', 'ATOQH9', 0.9799578870122228)
('IEC07', 'ATOQH9', 0.898717034272917)
('IEC08', 'ATOQH9', 0.9354143466934853)
('IEC09', 'ATOQH9', 0.9843091327750997)
('IEC10', 'ATOQH9', 0.9843091327750997)
('IEC11', '2JQLJD', 0.8888888888888888)
('IEC12', 'ATOQH9', 0.9327448043344279)
('IEC13', 'ATOQH9', 0.9108400680852976)
('IEC14', 'ATOQH9', 0.9221388919541469)
('IEC15', 'ATOQH9', 0.9327448043344279)
('IEC16', 'ATOQH9', 0.9356014857063997)
('IEC17', 'ATOQH9', 0.898717034272917)
('IEC18', 'ATOQH9', 0.8819171036881969)
('IEC19', 'ATOQH9', 0.9327448043344279)
('IEC20', 'NREJ3J', 0.9624354790229063)
('IEC21', '2JQLJD', 0.8492077756084467)
('IEC22', '2JQLJD', 0.8333333333333334)
('IEC23', '2JQLJD', 0.9622504486493763)
('IEC24', 'ATOQH9', 0.9354143466934853)
('IEC25', '2JQLJD', 0.875)
('IEC26', 'ATOQH9', 0.9819805060619657)
('IEC27', '2JQLJD', 0.8333333333333334)
('IEC28', 'ATOQH9', 0.9772545497599154)
('IEC29', '2JQLJD', 0.9166666666666666)
('IEC30', '2JQLJD', 0.9354143466934853)
('IEC31', 'NREJ3J', 0.924678098474716)
('IEC32', 'NREJ3J', 0.9270471647242885)
('IEC33', 'NREJ3J', 0.9624354790229063)
('IEC34', '2JQLJD', 0.8333333333333334)
('IEC35', 'ATOQH9', 0.8908708063747479)
('IEC36', 'NREJ3J', 0.9078412990032038)
('IEC37', 'NREJ3J', 0.9270471647242885)
('IEC38', 'ATOQH9', 0.9523809523809523)
('IEC39', 'NREJ3J', 0.9078412990032038)
('IEC40', '2JQLJD', 0.9147396536063042)
('IEC41', '2JQLJD', 0.9354143466934853)
('IEC42', '2JQLJD', 0.9252740542518731)
('IEC43', 'NREJ3J', 0.8158924398306318)
('IEC44', 'NREJ3J', 0.8158924398306318)
('IEC45', '2JQLJD', 0.808290376865476)
('IEC46', '2JQLJD', 0.867527617235709)
('IEC47', '2JQLJD', 0.9381941874331419)
('IEC48', '2JQLJD', 0.9354143466934853)
('IEC49', 'NREJ3J', 0.9119215051751064)
('IEC50', '2JQLJD', 0.8727974348718267)
('IEC51', 'NREJ3J', 0.920736884379251)
('IEC52', 'ATOQH9', 0.956182887467515)
('IEC53', 'ATOQH9', 0.924917300825728)
('IEC54', '2JQLJD', 0.8728715609439696)


----------------------\Iteracion #3


Los centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', '3XBQ5F']
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'LGLYSS']
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', '8TDC4T']


El grupo de grupo01 quedo asi:
ITS02 ITS03 ITS04 ITS05 ITS07 ITS08 ITS09 ITS10 ITS11 ITS12 ITS13 ITS14 ITS15 ITS16 ITS17 ITS18 ITS19 ITS20 ITS21 ITS22 ITS23 ITS24 ITS26 ITS28 ITS30 ITS31 ITS32 ITS33 ITS34 ITS35 ITS36 ITS37 ITS38 ITS39 ITS40 ITS41 ITS44 ITS45 ITS46 ITS47 ITS49 ITS50 IAS01 IAS02 IAS03 IAS10 IAS12 IAS16 IAS19 IAS21 IAS22 IAS24 IAS25 IAS26 IAS27 IAS34 IAS35 IAS37 IAS38 IAS39 IAS40 IAS42 IAS46 IAS48 IEC02 IEC23 IEC27 IEC29 IEC30 IEC34 IEC40 IEC41 IEC42 IEC46 IEC47 IEC48 IEC50

El grupo de grupo02 quedo asi:
ITS01 ITS06 ITS25 ITS27 ITS29 ITS42 ITS43 ITS48 IAS04 IAS05 IAS14 IAS17 IAS20 IAS28 IAS29 IAS31 IAS33 IAS43 IAS44 IAS45 IAS50 IEC01 IEC03 IEC04 IEC05 IEC06 IEC07 IEC08 IEC09 IEC10 IEC11 IEC12 IEC13 IEC14 IEC15 IEC16 IEC17 IEC18 IEC19 IEC24 IEC26 IEC28 IEC35 IEC38 IEC45 IEC51 IEC52 IEC53

El grupo de grupo03 quedo asi:
IAS06 IAS07 IAS08 IAS09 IAS11 IAS13 IAS15 IAS18 IAS23 IAS30 IAS32 IAS36 IAS41 IAS47 IAS49 IEC20 IEC21 IEC22 IEC25 IEC31 IEC32 IEC33 IEC36 IEC37 IEC39 IEC43 IEC44 IEC49 IEC54

El grupo de grupo04 quedo asi:
Los nuevos centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'RWLA6S']
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', 'B0IJ5C']
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'GPZAG3']
Las distancias entre los puntos son:
('ITS01', 'LGLYSS', 0.8872442622820285)
('ITS02', '3XBQ5F', 0.9284766908852593)
('ITS03', '3XBQ5F', 0.9832820049844601)
('ITS04', '3XBQ5F', 0.8934271123648291)
('ITS05', '3XBQ5F', 0.8934271123648291)
('ITS06', 'LGLYSS', 0.9354143466934853)
('ITS07', '3XBQ5F', 0.9855274566525744)
('ITS08', '3XBQ5F', 0.8313979615881406)
('ITS09', '3XBQ5F', 0.8104408984731077)
('ITS10', '3XBQ5F', 0.9124211282466754)
('ITS11', '3XBQ5F', 0.9492889050691345)
('ITS12', '3XBQ5F', 0.9649012813540154)
('ITS13', '3XBQ5F', 0.847579379526013)
('ITS14', '3XBQ5F', 0.9476225544736292)
('ITS15', '3XBQ5F', 0.9649012813540154)
('ITS16', '3XBQ5F', 0.9191450300180578)
('ITS17', '3XBQ5F', 0.9463718918526286)
('ITS18', '3XBQ5F', 0.9455626208510671)
('ITS19', '3XBQ5F', 0.9416472308615167)
('ITS20', '3XBQ5F', 0.9570244044334736)
('ITS21', '3XBQ5F', 0.9101913402477904)
('ITS22', '3XBQ5F', 0.7960029457578486)
('ITS23', '3XBQ5F', 0.9416472308615167)
('ITS24', '3XBQ5F', 0.9395523512235255)
('ITS25', 'LGLYSS', 0.8783100656536799)
('ITS26', '3XBQ5F', 0.9345030284511884)
('ITS27', 'LGLYSS', 0.9643959372630744)
('ITS28', '3XBQ5F', 0.8410214463203253)
('ITS29', 'LGLYSS', 0.956182887467515)
('ITS30', '3XBQ5F', 0.9374368665610922)
('ITS31', '3XBQ5F', 0.9689133621992607)
('ITS32', '3XBQ5F', 0.9411821050090531)
('ITS33', '3XBQ5F', 0.9463718918526286)
('ITS34', '3XBQ5F', 0.9191450300180578)
('ITS35', '3XBQ5F', 0.9411821050090531)
('ITS36', '3XBQ5F', 0.9411821050090531)
('ITS37', '3XBQ5F', 0.9395523512235255)
('ITS38', '3XBQ5F', 0.903712849693167)
('ITS39', '3XBQ5F', 0.9124211282466754)
('ITS40', '3XBQ5F', 0.9284766908852593)
('ITS41', '3XBQ5F', 0.9158437663089954)
('ITS42', 'LGLYSS', 0.9163419338230352)
('ITS43', 'LGLYSS', 0.886077629568296)
('ITS44', '3XBQ5F', 0.9284766908852593)
('ITS45', '3XBQ5F', 0.9291641968594222)
('ITS46', '3XBQ5F', 0.9492889050691345)
('ITS47', '3XBQ5F', 0.9124211282466754)
('ITS48', 'LGLYSS', 0.9014410719200636)
('ITS49', '3XBQ5F', 0.9284766908852594)
('ITS50', '3XBQ5F', 0.9582749368384387)
('IAS01', '3XBQ5F', 0.9501690989578749)
('IAS02', '3XBQ5F', 0.9101913402477904)
('IAS03', '3XBQ5F', 0.9284766908852594)
('IAS04', 'LGLYSS', 0.8571428571428571)
('IAS05', 'LGLYSS', 0.9072647087265548)
('IAS06', '8TDC4T', 0.8606629658238705)
('IAS07', '8TDC4T', 0.9163419338230352)
('IAS08', '8TDC4T', 0.7777777777777778)
('IAS09', '8TDC4T', 0.8956685895029601)
('IAS10', '3XBQ5F', 0.9101913402477904)
('IAS11', '8TDC4T', 0.8784104611578831)
('IAS12', '3XBQ5F', 0.8863184218031273)
('IAS13', '8TDC4T', 0.9163419338230352)
('IAS14', 'LGLYSS', 0.8104408984731077)
('IAS15', '8TDC4T', 0.7715167498104595)
('IAS16', '3XBQ5F', 0.9655172413793104)
('IAS17', 'LGLYSS', 0.8652258233316383)
('IAS18', '8TDC4T', 0.8908708063747479)
('IAS19', '3XBQ5F', 0.9655172413793104)
('IAS20', 'LGLYSS', 0.9304842103984708)
('IAS21', '3XBQ5F', 0.8104408984731077)
('IAS22', '3XBQ5F', 0.9725290781677293)
('IAS23', '8TDC4T', 0.9428090415820635)
('IAS24', '3XBQ5F', 0.8761370851094297)
('IAS25', '3XBQ5F', 0.857690027870236)
('IAS26', '3XBQ5F', 0.8814825547070535)
('IAS27', '3XBQ5F', 0.8814825547070535)
('IAS28', 'LGLYSS', 0.8399210511316161)
('IAS29', 'LGLYSS', 0.9304842103984708)
('IAS30', '8TDC4T', 0.9163419338230352)
('IAS31', 'LGLYSS', 0.9258200997725514)
('IAS32', '8TDC4T', 0.9176629354822471)
('IAS33', 'LGLYSS', 0.885253336275981)
('IAS34', '3XBQ5F', 0.8404606389858067)
('IAS35', '3XBQ5F', 0.9158437663089954)
('IAS36', '8TDC4T', 0.9467292624062575)
('IAS37', '3XBQ5F', 0.9338366113496058)
('IAS38', '3XBQ5F', 0.8495482076828985)
('IAS39', '3XBQ5F', 0.9284766908852594)
('IAS40', '3XBQ5F', 0.9492889050691345)
('IAS41', '8TDC4T', 1.0)
('IAS42', '3XBQ5F', 0.8170594879790282)
('IAS43', 'LGLYSS', 0.901127113779166)
('IAS44', 'LGLYSS', 0.9258200997725514)
('IAS45', 'LGLYSS', 0.9221388919541469)
('IAS46', '3XBQ5F', 0.8665782448262421)
('IAS47', '8TDC4T', 0.9772545497599154)
('IAS48', '3XBQ5F', 0.9291641968594222)
('IAS49', '8TDC4T', 0.8660254037844386)
('IAS50', 'LGLYSS', 0.8985037396136244)
('IEC01', 'LGLYSS', 0.901127113779166)
('IEC02', '3XBQ5F', 0.9102589898327995)
('IEC03', 'LGLYSS', 0.8908708063747479)
('IEC04', 'LGLYSS', 0.8819171036881969)
('IEC05', 'LGLYSS', 0.9523809523809523)
('IEC06', 'LGLYSS', 0.9799578870122228)
('IEC07', 'LGLYSS', 0.898717034272917)
('IEC08', 'LGLYSS', 0.9354143466934853)
('IEC09', 'LGLYSS', 0.9843091327750997)
('IEC10', 'LGLYSS', 0.9843091327750997)
('IEC11', 'LGLYSS', 0.861175112828923)
('IEC12', 'LGLYSS', 0.9327448043344279)
('IEC13', 'LGLYSS', 0.9108400680852976)
('IEC14', 'LGLYSS', 0.9221388919541469)
('IEC15', 'LGLYSS', 0.9327448043344279)
('IEC16', 'LGLYSS', 0.9356014857063997)
('IEC17', 'LGLYSS', 0.898717034272917)
('IEC18', 'LGLYSS', 0.8819171036881969)
('IEC19', 'LGLYSS', 0.9327448043344279)
('IEC20', '8TDC4T', 0.9622504486493763)
('IEC21', '8TDC4T', 0.9805806756909201)
('IEC22', '8TDC4T', 0.9622504486493763)
('IEC23', '3XBQ5F', 0.9191450300180578)
('IEC24', 'LGLYSS', 0.9354143466934853)
('IEC25', '8TDC4T', 0.9622504486493763)
('IEC26', 'LGLYSS', 0.9819805060619657)
('IEC27', '3XBQ5F', 0.7960029457578486)
('IEC28', 'LGLYSS', 0.9772545497599154)
('IEC29', '3XBQ5F', 0.8718127501157389)
('IEC30', '3XBQ5F', 0.8914849883204186)
('IEC31', '8TDC4T', 0.9245003270420484)
('IEC32', '8TDC4T', 0.9191450300180578)
('IEC33', '8TDC4T', 0.9622504486493763)
('IEC34', '3XBQ5F', 0.7960029457578486)
('IEC35', 'LGLYSS', 0.8908708063747479)
('IEC36', '8TDC4T', 0.8743856497851875)
('IEC37', '8TDC4T', 0.9191450300180578)
('IEC38', 'LGLYSS', 0.9523809523809523)
('IEC39', '8TDC4T', 0.8743856497851875)
('IEC40', '3XBQ5F', 0.9034823652944007)
('IEC41', '3XBQ5F', 0.8914849883204186)
('IEC42', '3XBQ5F', 0.9182597894871252)
('IEC43', '8TDC4T', 0.7396002616336388)
('IEC44', '8TDC4T', 0.7396002616336388)
('IEC45', 'LGLYSS', 0.7715167498104596)
('IEC46', '3XBQ5F', 0.8588409390688649)
('IEC47', '3XBQ5F', 0.9519716382329885)
('IEC48', '3XBQ5F', 0.8914849883204186)
('IEC49', '8TDC4T', 0.8912318970359479)
('IEC50', '3XBQ5F', 0.84875780119976)
('IEC51', 'LGLYSS', 0.9134141431056324)
('IEC52', 'LGLYSS', 0.956182887467515)
('IEC53', 'LGLYSS', 0.924917300825728)
('IEC54', '8TDC4T', 0.8819171036881969)


----------------------\Iteracion #4


Los centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'RWLA6S']
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', 'B0IJ5C']
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'GPZAG3']


El grupo de grupo01 quedo asi:
ITS01 ITS02 ITS03 ITS04 ITS05 ITS07 ITS08 ITS09 ITS10 ITS11 ITS12 ITS13 ITS14 ITS15 ITS16 ITS17 ITS18 ITS19 ITS20 ITS21 ITS22 ITS23 ITS24 ITS26 ITS28 ITS30 ITS31 ITS32 ITS33 ITS34 ITS35 ITS36 ITS37 ITS38 ITS39 ITS40 ITS41 ITS44 ITS45 ITS46 ITS47 ITS48 ITS49 ITS50 IAS01 IAS02 IAS03 IAS06 IAS07 IAS08 IAS09 IAS10 IAS12 IAS13 IAS15 IAS16 IAS17 IAS19 IAS21 IAS22 IAS24 IAS25 IAS26 IAS27 IAS34 IAS35 IAS36 IAS37 IAS38 IAS39 IAS40 IAS41 IAS42 IAS43 IAS46 IAS47 IAS48 IEC01 IEC02 IEC11 IEC21 IEC23 IEC25 IEC27 IEC29 IEC30 IEC34 IEC40 IEC41 IEC42 IEC46 IEC47 IEC48 IEC50 IEC54

El grupo de grupo02 quedo asi:
ITS06 ITS25 ITS27 ITS29 ITS42 ITS43 IAS04 IAS14 IAS20 IAS28 IAS29 IAS31 IAS33 IAS44 IAS45 IAS50 IEC03 IEC04 IEC05 IEC06 IEC07 IEC08 IEC09 IEC10 IEC12 IEC13 IEC14 IEC15 IEC16 IEC17 IEC18 IEC19 IEC24 IEC26 IEC28 IEC35 IEC36 IEC38 IEC39 IEC45 IEC51 IEC52 IEC53

El grupo de grupo03 quedo asi:
IAS05 IAS11 IAS18 IAS23 IAS30 IAS32 IAS49 IEC20 IEC22 IEC31 IEC32 IEC33 IEC37 IEC43 IEC44 IEC49

El grupo de grupo04 quedo asi:
Los nuevos centroides son:
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'NCY9Q7']
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', '478MZD']
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'L5N03C']
Las distancias entre los puntos son:
('ITS01', 'RWLA6S', 0.8863184218031273)
('ITS02', 'RWLA6S', 0.9284766908852593)
('ITS03', 'RWLA6S', 0.9832820049844601)
('ITS04', 'RWLA6S', 0.8934271123648291)
('ITS05', 'RWLA6S', 0.8934271123648291)
('ITS06', 'B0IJ5C', 0.9607689228305227)
('ITS07', 'RWLA6S', 0.9855274566525744)
('ITS08', 'RWLA6S', 0.8313979615881406)
('ITS09', 'RWLA6S', 0.8104408984731077)
('ITS10', 'RWLA6S', 0.9124211282466754)
('ITS11', 'RWLA6S', 0.9492889050691345)
('ITS12', 'RWLA6S', 0.9649012813540154)
('ITS13', 'RWLA6S', 0.847579379526013)
('ITS14', 'RWLA6S', 0.9476225544736292)
('ITS15', 'RWLA6S', 0.9649012813540154)
('ITS16', 'RWLA6S', 0.9191450300180578)
('ITS17', 'RWLA6S', 0.9463718918526286)
('ITS18', 'RWLA6S', 0.9455626208510671)
('ITS19', 'RWLA6S', 0.9416472308615167)
('ITS20', 'RWLA6S', 0.9570244044334736)
('ITS21', 'RWLA6S', 0.9101913402477904)
('ITS22', 'RWLA6S', 0.7960029457578486)
('ITS23', 'RWLA6S', 0.9416472308615167)
('ITS24', 'RWLA6S', 0.9395523512235255)
('ITS25', 'B0IJ5C', 0.8478227519967948)
('ITS26', 'RWLA6S', 0.9345030284511884)
('ITS27', 'B0IJ5C', 0.9707253433941511)
('ITS28', 'RWLA6S', 0.8410214463203253)
('ITS29', 'B0IJ5C', 0.9309493362512627)
('ITS30', 'RWLA6S', 0.9374368665610922)
('ITS31', 'RWLA6S', 0.9689133621992607)
('ITS32', 'RWLA6S', 0.9411821050090531)
('ITS33', 'RWLA6S', 0.9463718918526286)
('ITS34', 'RWLA6S', 0.9191450300180578)
('ITS35', 'RWLA6S', 0.9411821050090531)
('ITS36', 'RWLA6S', 0.9411821050090531)
('ITS37', 'RWLA6S', 0.9395523512235255)
('ITS38', 'RWLA6S', 0.903712849693167)
('ITS39', 'RWLA6S', 0.9124211282466754)
('ITS40', 'RWLA6S', 0.9284766908852593)
('ITS41', 'RWLA6S', 0.9158437663089954)
('ITS42', 'B0IJ5C', 0.9309493362512627)
('ITS43', 'B0IJ5C', 0.8882176431559488)
('ITS44', 'RWLA6S', 0.9284766908852593)
('ITS45', 'RWLA6S', 0.9291641968594222)
('ITS46', 'RWLA6S', 0.9492889050691345)
('ITS47', 'RWLA6S', 0.9124211282466754)
('ITS48', 'RWLA6S', 0.9005004170528446)
('ITS49', 'RWLA6S', 0.9284766908852594)
('ITS50', 'RWLA6S', 0.9582749368384387)
('IAS01', 'RWLA6S', 0.9501690989578749)
('IAS02', 'RWLA6S', 0.9101913402477904)
('IAS03', 'RWLA6S', 0.9284766908852594)
('IAS04', 'B0IJ5C', 0.8131249357707345)
('IAS05', 'GPZAG3', 0.8908708063747479)
('IAS06', 'RWLA6S', 0.8136762043449725)
('IAS07', 'RWLA6S', 0.847482507775365)
('IAS08', 'RWLA6S', 0.7440697862050945)
('IAS09', 'RWLA6S', 0.8541985556144386)
('IAS10', 'RWLA6S', 0.9101913402477904)
('IAS11', 'GPZAG3', 0.8784104611578831)
('IAS12', 'RWLA6S', 0.8863184218031273)
('IAS13', 'RWLA6S', 0.847482507775365)
('IAS14', 'B0IJ5C', 0.7647748927656912)
('IAS15', 'RWLA6S', 0.7293968086257969)
('IAS16', 'RWLA6S', 0.9655172413793104)
('IAS17', 'RWLA6S', 0.8495482076828985)
('IAS18', 'GPZAG3', 0.8908708063747479)
('IAS19', 'RWLA6S', 0.9655172413793104)
('IAS20', 'B0IJ5C', 0.9198662110077999)
('IAS21', 'RWLA6S', 0.8104408984731077)
('IAS22', 'RWLA6S', 0.9725290781677293)
('IAS23', 'GPZAG3', 0.9428090415820635)
('IAS24', 'RWLA6S', 0.8761370851094297)
('IAS25', 'RWLA6S', 0.857690027870236)
('IAS26', 'RWLA6S', 0.8814825547070535)
('IAS27', 'RWLA6S', 0.8814825547070535)
('IAS28', 'B0IJ5C', 0.7925939239012171)
('IAS29', 'B0IJ5C', 0.9198662110077999)
('IAS30', 'GPZAG3', 0.9163419338230352)
('IAS31', 'B0IJ5C', 0.9013878188659974)
('IAS32', 'GPZAG3', 0.9176629354822471)
('IAS33', 'B0IJ5C', 0.8950412845779244)
('IAS34', 'RWLA6S', 0.8404606389858067)
('IAS35', 'RWLA6S', 0.9158437663089954)
('IAS36', 'RWLA6S', 0.8136762043449725)
('IAS37', 'RWLA6S', 0.9338366113496058)
('IAS38', 'RWLA6S', 0.8495482076828985)
('IAS39', 'RWLA6S', 0.9284766908852594)
('IAS40', 'RWLA6S', 0.9492889050691345)
('IAS41', 'RWLA6S', 0.7440697862050945)
('IAS42', 'RWLA6S', 0.8170594879790282)
('IAS43', 'RWLA6S', 0.8946300779688404)
('IAS44', 'B0IJ5C', 0.9013878188659974)
('IAS45', 'B0IJ5C', 0.8950412845779244)
('IAS46', 'RWLA6S', 0.8665782448262421)
('IAS47', 'RWLA6S', 0.7293968086257969)
('IAS48', 'RWLA6S', 0.9291641968594222)
('IAS49', 'GPZAG3', 0.8660254037844386)
('IAS50', 'B0IJ5C', 0.8673154766041399)
('IEC01', 'RWLA6S', 0.8946300779688404)
('IEC02', 'RWLA6S', 0.9102589898327995)
('IEC03', 'B0IJ5C', 0.8807048459279793)
('IEC04', 'B0IJ5C', 0.8680790595108567)
('IEC05', 'B0IJ5C', 0.9843091327750997)
('IEC06', 'B0IJ5C', 0.9607689228305227)
('IEC07', 'B0IJ5C', 0.8461538461538461)
('IEC08', 'B0IJ5C', 0.9607689228305227)
('IEC09', 'B0IJ5C', 1.0)
('IEC10', 'B0IJ5C', 1.0)
('IEC11', 'RWLA6S', 0.8591777827227572)
('IEC12', 'B0IJ5C', 0.9349975263177834)
('IEC13', 'B0IJ5C', 0.9062932866172634)
('IEC14', 'B0IJ5C', 0.8950412845779244)
('IEC15', 'B0IJ5C', 0.9349975263177834)
('IEC16', 'B0IJ5C', 0.9417419115948374)
('IEC17', 'B0IJ5C', 0.8461538461538461)
('IEC18', 'B0IJ5C', 0.8680790595108567)
('IEC19', 'B0IJ5C', 0.9349975263177834)
('IEC20', 'GPZAG3', 0.9622504486493763)
('IEC21', 'RWLA6S', 0.8240419241993676)
('IEC22', 'GPZAG3', 0.9622504486493763)
('IEC23', 'RWLA6S', 0.9191450300180578)
('IEC24', 'B0IJ5C', 0.9607689228305227)
('IEC25', 'RWLA6S', 0.8339078479367937)
('IEC26', 'B0IJ5C', 0.9805806756909202)
('IEC27', 'RWLA6S', 0.7960029457578486)
('IEC28', 'B0IJ5C', 0.9245003270420484)
('IEC29', 'RWLA6S', 0.8718127501157389)
('IEC30', 'RWLA6S', 0.8914849883204186)
('IEC31', 'GPZAG3', 0.9245003270420484)
('IEC32', 'GPZAG3', 0.9191450300180578)
('IEC33', 'GPZAG3', 0.9622504486493763)
('IEC34', 'RWLA6S', 0.7960029457578486)
('IEC35', 'B0IJ5C', 0.8807048459279793)
('IEC36', 'B0IJ5C', 0.898717034272917)
('IEC37', 'GPZAG3', 0.9191450300180578)
('IEC38', 'B0IJ5C', 0.898717034272917)
('IEC39', 'B0IJ5C', 0.898717034272917)
('IEC40', 'RWLA6S', 0.9034823652944007)
('IEC41', 'RWLA6S', 0.8914849883204186)
('IEC42', 'RWLA6S', 0.9182597894871252)
('IEC43', 'GPZAG3', 0.7396002616336388)
('IEC44', 'GPZAG3', 0.7396002616336388)
('IEC45', 'B0IJ5C', 0.7765802747153208)
('IEC46', 'RWLA6S', 0.8588409390688649)
('IEC47', 'RWLA6S', 0.9519716382329885)
('IEC48', 'RWLA6S', 0.8914849883204186)
('IEC49', 'GPZAG3', 0.8912318970359479)
('IEC50', 'RWLA6S', 0.84875780119976)
('IEC51', 'B0IJ5C', 0.9058216273156765)
('IEC52', 'B0IJ5C', 0.9309493362512627)
('IEC53', 'B0IJ5C', 0.9091675835657295)
('IEC54', 'RWLA6S', 0.8436958338752907)
[Finished in 0.3s]