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1
Ready
2
3
4
----------------------\Iteracion #0
5
6
7
Los centroides son:
8-
['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', '']
8+
['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']
9-
['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', '']
9+
['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']
10-
['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', '']
10+
['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']
11
12
13
El grupo de grupo01 quedo asi:
14
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 
15
16
El grupo de grupo02 quedo asi:
17
IAS14 IAS28 IAS31 IEC06 IEC07 IEC09 IEC10 IEC16 IEC17 IEC28 IEC52 
18
19
El grupo de grupo03 quedo asi:
20
IAS11 IAS18 IEC19 IEC31 IEC38 
21
22
El grupo de grupo04 quedo asi:
23
Los nuevos centroides son:
24-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '1', 'WOID14']
24+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '1', 'H4ON40']
25-
['1', '1', '1', '1', '3', '1', '1', '1', '1', '1', 'VS8USM']
25+
['1', '1', '1', '1', '3', '1', '1', '1', '1', '1', 'RSECQC']
26-
['1', '1', '2', '1', '3', '1', '1', '1', '1', '1', 'OAEI89']
26+
['1', '1', '2', '1', '3', '1', '1', '1', '1', '1', '2ION50']
27
Las distancias entre los puntos son: 
28-
('ITS01', '', 0.8685990362153793)
28+
('ITS01', 'LSRVGR', 0.8685990362153793)
29-
('ITS02', '', 0.944911182523068)
29+
('ITS02', 'LSRVGR', 0.944911182523068)
30-
('ITS03', '', 0.8894991799933214)
30+
('ITS03', 'LSRVGR', 0.8894991799933214)
31-
('ITS04', '', 0.9092412093166349)
31+
('ITS04', 'LSRVGR', 0.9092412093166349)
32-
('ITS05', '', 0.8728715609439694)
32+
('ITS05', 'LSRVGR', 0.8728715609439694)
33-
('ITS06', '', 0.9258200997725514)
33+
('ITS06', 'LSRVGR', 0.9258200997725514)
34-
('ITS07', '', 0.9258200997725514)
34+
('ITS07', 'LSRVGR', 0.9258200997725514)
35-
('ITS08', '', 0.9266964086291873)
35+
('ITS08', 'LSRVGR', 0.9266964086291873)
36-
('ITS09', '', 0.8247860988423226)
36+
('ITS09', 'LSRVGR', 0.8247860988423226)
37-
('ITS10', '', 1.0)
37+
('ITS10', 'LSRVGR', 1.0)
38-
('ITS11', '', 0.9315885051121783)
38+
('ITS11', 'LSRVGR', 0.9315885051121783)
39-
('ITS12', '', 0.9092412093166349)
39+
('ITS12', 'LSRVGR', 0.9092412093166349)
40-
('ITS13', '', 0.8625819491779428)
40+
('ITS13', 'LSRVGR', 0.8625819491779428)
41-
('ITS14', '', 0.8872442622820285)
41+
('ITS14', 'LSRVGR', 0.8872442622820285)
42-
('ITS15', '', 0.9092412093166349)
42+
('ITS15', 'LSRVGR', 0.9092412093166349)
43-
('ITS16', '', 0.8685990362153793)
43+
('ITS16', 'LSRVGR', 0.8685990362153793)
44-
('ITS17', '', 0.86991767240168)
44+
('ITS17', 'LSRVGR', 0.86991767240168)
45-
('ITS18', '', 0.8748177652797064)
45+
('ITS18', 'LSRVGR', 0.8748177652797064)
46-
('ITS19', '', 0.9583148474999098)
46+
('ITS19', 'LSRVGR', 0.9583148474999098)
47-
('ITS20', '', 0.9739642045665762)
47+
('ITS20', 'LSRVGR', 0.9739642045665762)
48-
('ITS21', '', 0.8964214570007952)
48+
('ITS21', 'LSRVGR', 0.8964214570007952)
49-
('ITS22', '', 0.8486684247915055)
49+
('ITS22', 'LSRVGR', 0.8486684247915055)
50-
('ITS23', '', 0.8944271909999159)
50+
('ITS23', 'LSRVGR', 0.8944271909999159)
51-
('ITS24', '', 0.8964214570007952)
51+
('ITS24', 'LSRVGR', 0.8964214570007952)
52-
('ITS25', '', 0.9578414886923188)
52+
('ITS25', 'LSRVGR', 0.9578414886923188)
53-
('ITS26', '', 0.9510441892119877)
53+
('ITS26', 'LSRVGR', 0.9510441892119877)
54-
('ITS27', '', 0.9354143466934853)
54+
('ITS27', 'LSRVGR', 0.9354143466934853)
55-
('ITS28', '', 0.8854220041514329)
55+
('ITS28', 'LSRVGR', 0.8854220041514329)
56-
('ITS29', '', 0.9660917830792959)
56+
('ITS29', 'LSRVGR', 0.9660917830792959)
57-
('ITS30', '', 0.9869275424396534)
57+
('ITS30', 'LSRVGR', 0.9869275424396534)
58-
('ITS31', '', 0.8964214570007952)
58+
('ITS31', 'LSRVGR', 0.8964214570007952)
59-
('ITS32', '', 0.873326063219467)
59+
('ITS32', 'LSRVGR', 0.873326063219467)
60-
('ITS33', '', 0.86991767240168)
60+
('ITS33', 'LSRVGR', 0.86991767240168)
61-
('ITS34', '', 0.8685990362153793)
61+
('ITS34', 'LSRVGR', 0.8685990362153793)
62-
('ITS35', '', 0.9014978717104176)
62+
('ITS35', 'LSRVGR', 0.9014978717104176)
63-
('ITS36', '', 0.9014978717104176)
63+
('ITS36', 'LSRVGR', 0.9014978717104176)
64-
('ITS37', '', 0.8665407417674353)
64+
('ITS37', 'LSRVGR', 0.8665407417674353)
65-
('ITS38', '', 0.8890520422532004)
65+
('ITS38', 'LSRVGR', 0.8890520422532004)
66-
('ITS39', '', 0.9642857142857143)
66+
('ITS39', 'LSRVGR', 0.9642857142857143)
67-
('ITS40', '', 0.944911182523068)
67+
('ITS40', 'LSRVGR', 0.944911182523068)
68-
('ITS41', '', 0.86991767240168)
68+
('ITS41', 'LSRVGR', 0.86991767240168)
69-
('ITS42', '', 0.9660917830792959)
69+
('ITS42', 'LSRVGR', 0.9660917830792959)
70-
('ITS43', '', 0.9739642045665762)
70+
('ITS43', 'LSRVGR', 0.9739642045665762)
71-
('ITS44', '', 0.944911182523068)
71+
('ITS44', 'LSRVGR', 0.944911182523068)
72-
('ITS45', '', 0.9092412093166349)
72+
('ITS45', 'LSRVGR', 0.9092412093166349)
73-
('ITS46', '', 0.9315885051121783)
73+
('ITS46', 'LSRVGR', 0.9315885051121783)
74-
('ITS47', '', 0.9285714285714286)
74+
('ITS47', 'LSRVGR', 0.9285714285714286)
75-
('ITS48', '', 0.9503819266229829)
75+
('ITS48', 'LSRVGR', 0.9503819266229829)
76-
('ITS49', '', 0.944911182523068)
76+
('ITS49', 'LSRVGR', 0.944911182523068)
77-
('ITS50', '', 0.9473729613780998)
77+
('ITS50', 'LSRVGR', 0.9473729613780998)
78-
('IAS01', '', 0.9266964086291873)
78+
('IAS01', 'LSRVGR', 0.9266964086291873)
79-
('IAS02', '', 0.8964214570007952)
79+
('IAS02', 'LSRVGR', 0.8964214570007952)
80-
('IAS03', '', 0.944911182523068)
80+
('IAS03', 'LSRVGR', 0.944911182523068)
81-
('IAS04', '', 0.8247860988423226)
81+
('IAS04', 'LSRVGR', 0.8247860988423226)
82-
('IAS05', '', 0.9642857142857143)
82+
('IAS05', 'LSRVGR', 0.9642857142857143)
83-
('IAS06', '', 0.8625819491779428)
83+
('IAS06', 'LSRVGR', 0.8625819491779428)
84-
('IAS07', '', 0.8944271909999159)
84+
('IAS07', 'LSRVGR', 0.8944271909999159)
85-
('IAS08', '', 0.8017837257372732)
85+
('IAS08', 'LSRVGR', 0.8017837257372732)
86-
('IAS09', '', 0.9071147352221454)
86+
('IAS09', 'LSRVGR', 0.9071147352221454)
87-
('IAS10', '', 0.8665407417674353)
87+
('IAS10', 'LSRVGR', 0.8665407417674353)
88-
('IAS11', '', 0.9095880536541954)
88+
('IAS11', 'TMZQDM', 0.9095880536541954)
89-
('IAS12', '', 0.9354143466934853)
89+
('IAS12', 'LSRVGR', 0.9354143466934853)
90-
('IAS13', '', 0.8944271909999159)
90+
('IAS13', 'LSRVGR', 0.8944271909999159)
91-
('IAS14', '', 0.9519716382329885)
91+
('IAS14', 'AUDSR5', 0.9519716382329885)
92-
('IAS15', '', 0.7835467939002064)
92+
('IAS15', 'LSRVGR', 0.7835467939002064)
93-
('IAS16', '', 0.8773280079294956)
93+
('IAS16', 'LSRVGR', 0.8773280079294956)
94-
('IAS17', '', 0.922224668326776)
94+
('IAS17', 'LSRVGR', 0.922224668326776)
95-
('IAS18', '', 0.9434563530497265)
95+
('IAS18', 'TMZQDM', 0.9434563530497265)
96-
('IAS19', '', 0.9124211282466754)
96+
('IAS19', 'LSRVGR', 0.9124211282466754)
97-
('IAS20', '', 0.9669875568304563)
97+
('IAS20', 'LSRVGR', 0.9669875568304563)
98-
('IAS21', '', 0.8247860988423226)
98+
('IAS21', 'LSRVGR', 0.8247860988423226)
99-
('IAS22', '', 0.9072647087265548)
99+
('IAS22', 'LSRVGR', 0.9072647087265548)
100-
('IAS23', '', 0.8976656233969146)
100+
('IAS23', 'LSRVGR', 0.8976656233969146)
101-
('IAS24', '', 0.9473729613780998)
101+
('IAS24', 'LSRVGR', 0.9473729613780998)
102-
('IAS25', '', 0.8365019125713041)
102+
('IAS25', 'LSRVGR', 0.8365019125713041)
103-
('IAS26', '', 0.9315885051121783)
103+
('IAS26', 'LSRVGR', 0.9315885051121783)
104-
('IAS27', '', 0.9315885051121783)
104+
('IAS27', 'LSRVGR', 0.9315885051121783)
105-
('IAS28', '', 0.9525793444156804)
105+
('IAS28', 'AUDSR5', 0.9525793444156804)
106-
('IAS29', '', 0.9669875568304563)
106+
('IAS29', 'LSRVGR', 0.9669875568304563)
107-
('IAS30', '', 0.7985957062499248)
107+
('IAS30', 'LSRVGR', 0.7985957062499248)
108-
('IAS31', '', 1.0)
108+
('IAS31', 'AUDSR5', 1.0)
109-
('IAS32', '', 0.9197090092274488)
109+
('IAS32', 'LSRVGR', 0.9197090092274488)
110-
('IAS33', '', 0.9263710192499128)
110+
('IAS33', 'LSRVGR', 0.9263710192499128)
111-
('IAS34', '', 0.8553372034476997)
111+
('IAS34', 'LSRVGR', 0.8553372034476997)
112-
('IAS35', '', 0.83884918410162)
112+
('IAS35', 'LSRVGR', 0.83884918410162)
113-
('IAS36', '', 0.8280786712108251)
113+
('IAS36', 'LSRVGR', 0.8280786712108251)
114-
('IAS37', '', 0.8890520422532004)
114+
('IAS37', 'LSRVGR', 0.8890520422532004)
115-
('IAS38', '', 0.8357661056711407)
115+
('IAS38', 'LSRVGR', 0.8357661056711407)
116-
('IAS39', '', 0.944911182523068)
116+
('IAS39', 'LSRVGR', 0.944911182523068)
117-
('IAS40', '', 0.9315885051121783)
117+
('IAS40', 'LSRVGR', 0.9315885051121783)
118-
('IAS41', '', 0.8017837257372732)
118+
('IAS41', 'LSRVGR', 0.8017837257372732)
119-
('IAS42', '', 0.8693182879212227)
119+
('IAS42', 'LSRVGR', 0.8693182879212227)
120-
('IAS43', '', 0.9538209664765319)
120+
('IAS43', 'LSRVGR', 0.9538209664765319)
121-
('IAS44', '', 0.9020066914544324)
121+
('IAS44', 'LSRVGR', 0.9020066914544324)
122-
('IAS45', '', 0.8944271909999159)
122+
('IAS45', 'LSRVGR', 0.8944271909999159)
123-
('IAS46', '', 0.8819171036881969)
123+
('IAS46', 'LSRVGR', 0.8819171036881969)
124-
('IAS47', '', 0.8247860988423226)
124+
('IAS47', 'LSRVGR', 0.8247860988423226)
125-
('IAS48', '', 0.9092412093166349)
125+
('IAS48', 'LSRVGR', 0.9092412093166349)
126-
('IAS49', '', 0.7715167498104595)
126+
('IAS49', 'LSRVGR', 0.7715167498104595)
127-
('IAS50', '', 0.9510441892119877)
127+
('IAS50', 'LSRVGR', 0.9510441892119877)
128-
('IEC01', '', 0.9104654680003259)
128+
('IEC01', 'LSRVGR', 0.9104654680003259)
129-
('IEC02', '', 0.8944271909999159)
129+
('IEC02', 'LSRVGR', 0.8944271909999159)
130-
('IEC03', '', 0.8486684247915055)
130+
('IEC03', 'LSRVGR', 0.8486684247915055)
131-
('IEC04', '', 0.8728715609439694)
131+
('IEC04', 'LSRVGR', 0.8728715609439694)
132-
('IEC05', '', 0.9072647087265548)
132+
('IEC05', 'LSRVGR', 0.9072647087265548)
133-
('IEC06', '', 0.9021097956087903)
133+
('IEC06', 'AUDSR5', 0.9021097956087903)
134-
('IEC07', '', 0.8320502943378437)
134+
('IEC07', 'AUDSR5', 0.8320502943378437)
135-
('IEC08', '', 0.8872442622820285)
135+
('IEC08', 'LSRVGR', 0.8872442622820285)
136-
('IEC09', '', 0.9013878188659974)
136+
('IEC09', 'AUDSR5', 0.9013878188659974)
137-
('IEC10', '', 0.9013878188659974)
137+
('IEC10', 'AUDSR5', 0.9013878188659974)
138-
('IEC11', '', 0.9515373247662334)
138+
('IEC11', 'LSRVGR', 0.9515373247662334)
139-
('IEC12', '', 0.86991767240168)
139+
('IEC12', 'LSRVGR', 0.86991767240168)
140-
('IEC13', '', 0.9014978717104176)
140+
('IEC13', 'LSRVGR', 0.9014978717104176)
141-
('IEC14', '', 0.8944271909999159)
141+
('IEC14', 'LSRVGR', 0.8944271909999159)
142-
('IEC15', '', 0.86991767240168)
142+
('IEC15', 'LSRVGR', 0.86991767240168)
143-
('IEC16', '', 0.8488746876271654)
143+
('IEC16', 'AUDSR5', 0.8488746876271654)
144-
('IEC17', '', 0.8320502943378437)
144+
('IEC17', 'AUDSR5', 0.8320502943378437)
145-
('IEC18', '', 0.8728715609439694)
145+
('IEC18', 'LSRVGR', 0.8728715609439694)
146-
('IEC19', '', 0.8663254299163511)
146+
('IEC19', 'TMZQDM', 0.8663254299163511)
147-
('IEC20', '', 0.8486684247915055)
147+
('IEC20', 'LSRVGR', 0.8486684247915055)
148-
('IEC21', '', 0.8910421112136306)
148+
('IEC21', 'LSRVGR', 0.8910421112136306)
149-
('IEC22', '', 0.8486684247915055)
149+
('IEC22', 'LSRVGR', 0.8486684247915055)
150-
('IEC23', '', 0.8908708063747479)
150+
('IEC23', 'LSRVGR', 0.8908708063747479)
151-
('IEC24', '', 0.8872442622820285)
151+
('IEC24', 'LSRVGR', 0.8872442622820285)
152-
('IEC25', '', 0.8486684247915055)
152+
('IEC25', 'LSRVGR', 0.8486684247915055)
153-
('IEC26', '', 0.944911182523068)
153+
('IEC26', 'LSRVGR', 0.944911182523068)
154-
('IEC27', '', 0.8486684247915055)
154+
('IEC27', 'LSRVGR', 0.8486684247915055)
155-
('IEC28', '', 0.9166666666666666)
155+
('IEC28', 'AUDSR5', 0.9166666666666666)
156-
('IEC29', '', 0.9258200997725514)
156+
('IEC29', 'LSRVGR', 0.9258200997725514)
157-
('IEC30', '', 0.9072647087265548)
157+
('IEC30', 'LSRVGR', 0.9072647087265548)
158-
('IEC31', '', 0.924678098474716)
158+
('IEC31', 'TMZQDM', 0.924678098474716)
159-
('IEC32', '', 0.8422348876123157)
159+
('IEC32', 'LSRVGR', 0.8422348876123157)
160-
('IEC33', '', 0.8486684247915055)
160+
('IEC33', 'LSRVGR', 0.8486684247915055)
161-
('IEC34', '', 0.8100925873009825)
161+
('IEC34', 'LSRVGR', 0.8100925873009825)
162-
('IEC35', '', 0.8486684247915055)
162+
('IEC35', 'LSRVGR', 0.8486684247915055)
163-
('IEC36', '', 0.8660254037844387)
163+
('IEC36', 'LSRVGR', 0.8660254037844387)
164-
('IEC37', '', 0.8422348876123157)
164+
('IEC37', 'LSRVGR', 0.8422348876123157)
165-
('IEC38', '', 0.9078412990032038)
165+
('IEC38', 'TMZQDM', 0.9078412990032038)
166-
('IEC39', '', 0.8660254037844387)
166+
('IEC39', 'LSRVGR', 0.8660254037844387)
167-
('IEC40', '', 0.9678678369916546)
167+
('IEC40', 'LSRVGR', 0.9678678369916546)
168-
('IEC41', '', 0.8660254037844387)
168+
('IEC41', 'LSRVGR', 0.8660254037844387)
169-
('IEC42', '', 0.9604721435546553)
169+
('IEC42', 'LSRVGR', 0.9604721435546553)
170-
('IEC43', '', 0.7412493166611012)
170+
('IEC43', 'LSRVGR', 0.7412493166611012)
171-
('IEC44', '', 0.7412493166611012)
171+
('IEC44', 'LSRVGR', 0.7412493166611012)
172-
('IEC45', '', 0.8552359741197579)
172+
('IEC45', 'LSRVGR', 0.8552359741197579)
173-
('IEC46', '', 0.9212884029599914)
173+
('IEC46', 'LSRVGR', 0.9212884029599914)
174-
('IEC47', '', 0.9354143466934853)
174+
('IEC47', 'LSRVGR', 0.9354143466934853)
175-
('IEC48', '', 0.9072647087265548)
175+
('IEC48', 'LSRVGR', 0.9072647087265548)
176-
('IEC49', '', 0.74564371920144)
176+
('IEC49', 'LSRVGR', 0.74564371920144)
177-
('IEC50', '', 0.8916451401205645)
177+
('IEC50', 'LSRVGR', 0.8916451401205645)
178-
('IEC51', '', 0.9274260335029677)
178+
('IEC51', 'LSRVGR', 0.9274260335029677)
179-
('IEC52', '', 0.9359709753334591)
179+
('IEC52', 'AUDSR5', 0.9359709753334591)
180-
('IEC53', '', 0.9762210399274298)
180+
('IEC53', 'LSRVGR', 0.9762210399274298)
181-
('IEC54', '', 0.9596449173246002)
181+
('IEC54', 'LSRVGR', 0.9596449173246002)
182
183
184
----------------------\Iteracion #1
185
186
187
Los centroides son:
188-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '1', 'WOID14']
188+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '1', 'H4ON40']
189-
['1', '1', '1', '1', '3', '1', '1', '1', '1', '1', 'VS8USM']
189+
['1', '1', '1', '1', '3', '1', '1', '1', '1', '1', 'RSECQC']
190-
['1', '1', '2', '1', '3', '1', '1', '1', '1', '1', 'OAEI89']
190+
['1', '1', '2', '1', '3', '1', '1', '1', '1', '1', '2ION50']
191
192
193
El grupo de grupo01 quedo asi:
194
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 
195
196
El grupo de grupo02 quedo asi:
197
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 
198
199
El grupo de grupo03 quedo asi:
200
IAS11 IAS18 IAS21 IAS23 IAS25 IAS30 IAS32 IAS36 IAS41 IAS42 IAS45 IAS47 IAS49 IEC19 IEC20 IEC21 IEC24 IEC31 IEC33 IEC36 IEC38 IEC39 IEC49 
201
202
El grupo de grupo04 quedo asi:
203
Los nuevos centroides son:
204-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '2', 'TUTN2E']
204+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '2', '2JQLJD']
205-
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'TNRY8A']
205+
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'ATOQH9']
206-
['1', '1', '2', '1', '1', '1', '1', '1', '1', '1', 'ZAEO5V']
206+
['1', '1', '2', '1', '1', '1', '1', '1', '1', '1', 'NREJ3J']
207
Las distancias entre los puntos son: 
208-
('ITS01', 'VS8USM', 0.9166666666666666)
208+
('ITS01', 'RSECQC', 0.9166666666666666)
209-
('ITS02', 'WOID14', 0.9165151389911681)
209+
('ITS02', 'H4ON40', 0.9165151389911681)
210-
('ITS03', 'WOID14', 0.898717034272917)
210+
('ITS03', 'H4ON40', 0.898717034272917)
211-
('ITS04', 'WOID14', 0.9659092088013584)
211+
('ITS04', 'H4ON40', 0.9659092088013584)
212-
('ITS05', 'WOID14', 0.8819171036881969)
212+
('ITS05', 'H4ON40', 0.8819171036881969)
213-
('ITS06', 'VS8USM', 0.8660254037844386)
213+
('ITS06', 'RSECQC', 0.8660254037844386)
214-
('ITS07', 'WOID14', 0.9799578870122228)
214+
('ITS07', 'H4ON40', 0.9799578870122228)
215-
('ITS08', 'WOID14', 0.8839599998785473)
215+
('ITS08', 'H4ON40', 0.8839599998785473)
216-
('ITS09', 'WOID14', 0.8571428571428571)
216+
('ITS09', 'H4ON40', 0.8571428571428571)
217-
('ITS10', 'WOID14', 0.9072647087265548)
217+
('ITS10', 'H4ON40', 0.9072647087265548)
218-
('ITS11', 'WOID14', 0.956182887467515)
218+
('ITS11', 'H4ON40', 0.956182887467515)
219-
('ITS12', 'WOID14', 0.9659092088013584)
219+
('ITS12', 'H4ON40', 0.9659092088013584)
220-
('ITS13', 'WOID14', 0.9163419338230352)
220+
('ITS13', 'H4ON40', 0.9163419338230352)
221-
('ITS14', 'WOID14', 0.8463272660560105)
221+
('ITS14', 'H4ON40', 0.8463272660560105)
222-
('ITS15', 'WOID14', 0.8819171036881969)
222+
('ITS15', 'H4ON40', 0.8819171036881969)
223-
('ITS16', 'WOID14', 0.8486684247915055)
223+
('ITS16', 'H4ON40', 0.8486684247915055)
224-
('ITS17', 'WOID14', 0.8968700041677191)
224+
('ITS17', 'H4ON40', 0.8968700041677191)
225-
('ITS18', 'WOID14', 0.9091372900969897)
225+
('ITS18', 'H4ON40', 0.9091372900969897)
226-
('ITS19', 'WOID14', 0.9590244476323128)
226+
('ITS19', 'H4ON40', 0.9590244476323128)
227-
('ITS20', 'WOID14', 0.9201575383978459)
227+
('ITS20', 'H4ON40', 0.9201575383978459)
228-
('ITS21', 'WOID14', 0.9315885051121783)
228+
('ITS21', 'H4ON40', 0.9315885051121783)
229-
('ITS22', 'WOID14', 0.8463272660560105)
229+
('ITS22', 'H4ON40', 0.8463272660560105)
230-
('ITS23', 'WOID14', 0.885253336275981)
230+
('ITS23', 'H4ON40', 0.885253336275981)
231-
('ITS24', 'WOID14', 0.8970852271450606)
231+
('ITS24', 'H4ON40', 0.8970852271450606)
232-
('ITS25', 'WOID14', 0.9108400680852976)
232+
('ITS25', 'H4ON40', 0.9108400680852976)
233-
('ITS26', 'WOID14', 0.8985037396136244)
233+
('ITS26', 'H4ON40', 0.8985037396136244)
234-
('ITS27', 'VS8USM', 0.9166666666666666)
234+
('ITS27', 'RSECQC', 0.9166666666666666)
235-
('ITS28', 'WOID14', 0.9201575383978459)
235+
('ITS28', 'H4ON40', 0.9201575383978459)
236-
('ITS29', 'VS8USM', 0.9467292624062575)
236+
('ITS29', 'RSECQC', 0.9467292624062575)
237-
('ITS30', 'WOID14', 0.9496714704969829)
237+
('ITS30', 'H4ON40', 0.9496714704969829)
238-
('ITS31', 'WOID14', 0.9315885051121783)
238+
('ITS31', 'H4ON40', 0.9315885051121783)
239-
('ITS32', 'WOID14', 0.9108400680852976)
239+
('ITS32', 'H4ON40', 0.9108400680852976)
240-
('ITS33', 'WOID14', 0.8968700041677191)
240+
('ITS33', 'H4ON40', 0.8968700041677191)
241-
('ITS34', 'WOID14', 0.8486684247915055)
241+
('ITS34', 'H4ON40', 0.8486684247915055)
242-
('ITS35', 'WOID14', 0.9108400680852976)
242+
('ITS35', 'H4ON40', 0.9108400680852976)
243-
('ITS36', 'WOID14', 0.9108400680852976)
243+
('ITS36', 'H4ON40', 0.9108400680852976)
244-
('ITS37', 'WOID14', 0.8970852271450606)
244+
('ITS37', 'H4ON40', 0.8970852271450606)
245-
('ITS38', 'WOID14', 0.9203900230262253)
245+
('ITS38', 'H4ON40', 0.9203900230262253)
246-
('ITS39', 'WOID14', 0.9072647087265548)
246+
('ITS39', 'H4ON40', 0.9072647087265548)
247-
('ITS40', 'WOID14', 0.9165151389911681)
247+
('ITS40', 'H4ON40', 0.9165151389911681)
248-
('ITS41', 'VS8USM', 0.8912318970359479)
248+
('ITS41', 'RSECQC', 0.8912318970359479)
249-
('ITS42', 'WOID14', 0.8765009801785554)
249+
('ITS42', 'H4ON40', 0.8765009801785554)
250-
('ITS43', 'WOID14', 0.8519977207387462)
250+
('ITS43', 'H4ON40', 0.8519977207387462)
251-
('ITS44', 'WOID14', 0.9165151389911681)
251+
('ITS44', 'H4ON40', 0.9165151389911681)
252-
('ITS45', 'WOID14', 0.8399210511316161)
252+
('ITS45', 'H4ON40', 0.8399210511316161)
253-
('ITS46', 'WOID14', 0.8765009801785554)
253+
('ITS46', 'H4ON40', 0.8765009801785554)
254-
('ITS47', 'WOID14', 0.9072647087265548)
254+
('ITS47', 'H4ON40', 0.9072647087265548)
255-
('ITS48', 'WOID14', 0.9014410719200636)
255+
('ITS48', 'H4ON40', 0.9014410719200636)
256-
('ITS49', 'WOID14', 0.9456108576893003)
256+
('ITS49', 'H4ON40', 0.9456108576893003)
257-
('ITS50', 'WOID14', 0.9330597055272909)
257+
('ITS50', 'H4ON40', 0.9330597055272909)
258-
('IAS01', 'WOID14', 0.9304842103984708)
258+
('IAS01', 'H4ON40', 0.9304842103984708)
259-
('IAS02', 'VS8USM', 0.8944271909999159)
259+
('IAS02', 'RSECQC', 0.8944271909999159)
260-
('IAS03', 'WOID14', 0.9819805060619657)
260+
('IAS03', 'H4ON40', 0.9819805060619657)
261-
('IAS04', 'VS8USM', 0.8743856497851875)
261+
('IAS04', 'RSECQC', 0.8743856497851875)
262-
('IAS05', 'WOID14', 0.9072647087265548)
262+
('IAS05', 'H4ON40', 0.9072647087265548)
263-
('IAS06', 'WOID14', 0.8765009801785554)
263+
('IAS06', 'H4ON40', 0.8765009801785554)
264-
('IAS07', 'WOID14', 0.9221388919541469)
264+
('IAS07', 'H4ON40', 0.9221388919541469)
265-
('IAS08', 'VS8USM', 0.7777777777777778)
265+
('IAS08', 'RSECQC', 0.7777777777777778)
266-
('IAS09', 'WOID14', 0.9165151389911681)
266+
('IAS09', 'H4ON40', 0.9165151389911681)
267-
('IAS10', 'WOID14', 0.8625819491779428)
267+
('IAS10', 'H4ON40', 0.8625819491779428)
268-
('IAS11', 'OAEI89', 0.8457800632220621)
268+
('IAS11', '2ION50', 0.8457800632220621)
269-
('IAS12', 'WOID14', 0.8872442622820285)
269+
('IAS12', 'H4ON40', 0.8872442622820285)
270-
('IAS13', 'WOID14', 0.9221388919541469)
270+
('IAS13', 'H4ON40', 0.9221388919541469)
271-
('IAS14', 'VS8USM', 0.8316074081115762)
271+
('IAS14', 'RSECQC', 0.8316074081115762)
272-
('IAS15', 'VS8USM', 0.7715167498104595)
272+
('IAS15', 'RSECQC', 0.7715167498104595)
273-
('IAS16', 'WOID14', 0.8914849883204186)
273+
('IAS16', 'H4ON40', 0.8914849883204186)
274-
('IAS17', 'WOID14', 0.9317816558956105)
274+
('IAS17', 'H4ON40', 0.9317816558956105)
275-
('IAS18', 'OAEI89', 0.9072647087265548)
275+
('IAS18', '2ION50', 0.9072647087265548)
276-
('IAS19', 'WOID14', 0.8914849883204186)
276+
('IAS19', 'H4ON40', 0.8914849883204186)
277-
('IAS20', 'VS8USM', 0.9045340337332909)
277+
('IAS20', 'RSECQC', 0.9045340337332909)
278-
('IAS21', 'OAEI89', 0.8571428571428571)
278+
('IAS21', '2ION50', 0.8571428571428571)
279-
('IAS22', 'WOID14', 0.8571428571428571)
279+
('IAS22', 'H4ON40', 0.8571428571428571)
280-
('IAS23', 'OAEI89', 0.8728715609439696)
280+
('IAS23', '2ION50', 0.8728715609439696)
281-
('IAS24', 'WOID14', 0.9008852329229016)
281+
('IAS24', 'H4ON40', 0.9008852329229016)
282-
('IAS25', 'OAEI89', 0.7979249985750353)
282+
('IAS25', '2ION50', 0.7979249985750353)
283-
('IAS26', 'VS8USM', 0.8606629658238705)
283+
('IAS26', 'RSECQC', 0.8606629658238705)
284-
('IAS27', 'VS8USM', 0.8606629658238705)
284+
('IAS27', 'RSECQC', 0.8606629658238705)
285-
('IAS28', 'VS8USM', 0.8618575020903775)
285+
('IAS28', 'RSECQC', 0.8618575020903775)
286-
('IAS29', 'VS8USM', 0.9045340337332909)
286+
('IAS29', 'RSECQC', 0.9045340337332909)
287-
('IAS30', 'OAEI89', 0.8114822249196493)
287+
('IAS30', '2ION50', 0.8114822249196493)
288-
('IAS31', 'VS8USM', 0.9166666666666666)
288+
('IAS31', 'RSECQC', 0.9166666666666666)
289-
('IAS32', 'OAEI89', 0.8849904067559858)
289+
('IAS32', '2ION50', 0.8849904067559858)
290-
('IAS33', 'VS8USM', 0.8366600265340756)
290+
('IAS33', 'RSECQC', 0.8366600265340756)
291-
('IAS34', 'WOID14', 0.835710894037345)
291+
('IAS34', 'H4ON40', 0.835710894037345)
292-
('IAS35', 'WOID14', 0.8609952040010103)
292+
('IAS35', 'H4ON40', 0.8609952040010103)
293-
('IAS36', 'OAEI89', 0.9163419338230352)
293+
('IAS36', '2ION50', 0.9163419338230352)
294-
('IAS37', 'WOID14', 0.8849904067559858)
294+
('IAS37', 'H4ON40', 0.8849904067559858)
295-
('IAS38', 'WOID14', 0.8652258233316383)
295+
('IAS38', 'H4ON40', 0.8652258233316383)
296-
('IAS39', 'WOID14', 0.9456108576893003)
296+
('IAS39', 'H4ON40', 0.9456108576893003)
297-
('IAS40', 'WOID14', 0.956182887467515)
297+
('IAS40', 'H4ON40', 0.956182887467515)
298-
('IAS41', 'OAEI89', 0.8743856497851875)
298+
('IAS41', '2ION50', 0.8743856497851875)
299-
('IAS42', 'OAEI89', 0.8292279828967711)
299+
('IAS42', '2ION50', 0.8292279828967711)
300-
('IAS43', 'WOID14', 0.9511897312113419)
300+
('IAS43', 'H4ON40', 0.9511897312113419)
301-
('IAS44', 'VS8USM', 0.9166666666666666)
301+
('IAS44', 'RSECQC', 0.9166666666666666)
302-
('IAS45', 'OAEI89', 0.9221388919541469)
302+
('IAS45', '2ION50', 0.9221388919541469)
303-
('IAS46', 'WOID14', 0.8728715609439694)
303+
('IAS46', 'H4ON40', 0.8728715609439694)
304-
('IAS47', 'OAEI89', 0.8571428571428571)
304+
('IAS47', '2ION50', 0.8571428571428571)
305-
('IAS48', 'WOID14', 0.9239131562447777)
305+
('IAS48', 'H4ON40', 0.9239131562447777)
306-
('IAS49', 'OAEI89', 0.8017837257372732)
306+
('IAS49', '2ION50', 0.8017837257372732)
307-
('IAS50', 'VS8USM', 0.8986064433619868)
307+
('IAS50', 'RSECQC', 0.8986064433619868)
308-
('IEC01', 'VS8USM', 0.9192547197409877)
308+
('IEC01', 'RSECQC', 0.9192547197409877)
309-
('IEC02', 'WOID14', 0.8483677805978151)
309+
('IEC02', 'H4ON40', 0.8483677805978151)
310-
('IEC03', 'VS8USM', 0.8660254037844386)
310+
('IEC03', 'RSECQC', 0.8660254037844386)
311-
('IEC04', 'VS8USM', 0.8618575020903775)
311+
('IEC04', 'RSECQC', 0.8618575020903775)
312-
('IEC05', 'VS8USM', 0.8743856497851875)
312+
('IEC05', 'RSECQC', 0.8743856497851875)
313-
('IEC06', 'VS8USM', 0.9622504486493763)
313+
('IEC06', 'RSECQC', 0.9622504486493763)
314-
('IEC07', 'VS8USM', 0.9245003270420484)
314+
('IEC07', 'RSECQC', 0.9245003270420484)
315-
('IEC08', 'VS8USM', 0.8660254037844386)
315+
('IEC08', 'RSECQC', 0.8660254037844386)
316-
('IEC09', 'VS8USM', 0.9245003270420484)
316+
('IEC09', 'RSECQC', 0.9245003270420484)
317-
('IEC10', 'VS8USM', 0.9245003270420484)
317+
('IEC10', 'RSECQC', 0.9245003270420484)
318-
('IEC11', 'WOID14', 0.890870806374748)
318+
('IEC11', 'H4ON40', 0.890870806374748)
319-
('IEC12', 'VS8USM', 0.8912318970359479)
319+
('IEC12', 'RSECQC', 0.8912318970359479)
320-
('IEC13', 'WOID14', 0.9108400680852976)
320+
('IEC13', 'H4ON40', 0.9108400680852976)
321-
('IEC14', 'VS8USM', 0.9163419338230352)
321+
('IEC14', 'RSECQC', 0.9163419338230352)
322-
('IEC15', 'VS8USM', 0.8912318970359479)
322+
('IEC15', 'RSECQC', 0.8912318970359479)
323-
('IEC16', 'VS8USM', 0.8892972917998876)
323+
('IEC16', 'RSECQC', 0.8892972917998876)
324-
('IEC17', 'VS8USM', 0.9245003270420484)
324+
('IEC17', 'RSECQC', 0.9245003270420484)
325-
('IEC18', 'WOID14', 0.8819171036881969)
325+
('IEC18', 'H4ON40', 0.8819171036881969)
326-
('IEC19', 'OAEI89', 0.8968700041677191)
326+
('IEC19', '2ION50', 0.8968700041677191)
327-
('IEC20', 'OAEI89', 0.8463272660560105)
327+
('IEC20', '2ION50', 0.8463272660560105)
328-
('IEC21', 'OAEI89', 0.9078412990032038)
328+
('IEC21', '2ION50', 0.9078412990032038)
329-
('IEC22', 'WOID14', 0.8463272660560105)
329+
('IEC22', 'H4ON40', 0.8463272660560105)
330-
('IEC23', 'WOID14', 0.9772545497599154)
330+
('IEC23', 'H4ON40', 0.9772545497599154)
331-
('IEC24', 'OAEI89', 0.8908708063747479)
331+
('IEC24', '2ION50', 0.8908708063747479)
332-
('IEC25', 'WOID14', 0.8908708063747479)
332+
('IEC25', 'H4ON40', 0.8908708063747479)
333-
('IEC26', 'VS8USM', 0.9428090415820635)
333+
('IEC26', 'RSECQC', 0.9428090415820635)
334-
('IEC27', 'WOID14', 0.8463272660560105)
334+
('IEC27', 'H4ON40', 0.8463272660560105)
335-
('IEC28', 'VS8USM', 1.0)
335+
('IEC28', 'RSECQC', 1.0)
336-
('IEC29', 'WOID14', 0.9354143466934853)
336+
('IEC29', 'H4ON40', 0.9354143466934853)
337-
('IEC30', 'WOID14', 0.9523809523809523)
337+
('IEC30', 'H4ON40', 0.9523809523809523)
338-
('IEC31', 'OAEI89', 0.9843091327750997)
338+
('IEC31', '2ION50', 0.9843091327750997)
339-
('IEC32', 'WOID14', 0.8104408984731077)
339+
('IEC32', 'H4ON40', 0.8104408984731077)
340-
('IEC33', 'OAEI89', 0.8463272660560105)
340+
('IEC33', '2ION50', 0.8463272660560105)
341-
('IEC34', 'WOID14', 0.8463272660560105)
341+
('IEC34', 'H4ON40', 0.8463272660560105)
342-
('IEC35', 'VS8USM', 0.8660254037844386)
342+
('IEC35', 'RSECQC', 0.8660254037844386)
343-
('IEC36', 'OAEI89', 0.8095238095238095)
343+
('IEC36', '2ION50', 0.8095238095238095)
344-
('IEC37', 'WOID14', 0.8104408984731077)
344+
('IEC37', 'H4ON40', 0.8104408984731077)
345-
('IEC38', 'OAEI89', 1.0)
345+
('IEC38', '2ION50', 1.0)
346-
('IEC39', 'OAEI89', 0.8095238095238095)
346+
('IEC39', '2ION50', 0.8095238095238095)
347-
('IEC40', 'WOID14', 0.8940780099633802)
347+
('IEC40', 'H4ON40', 0.8940780099633802)
348-
('IEC41', 'WOID14', 0.9523809523809523)
348+
('IEC41', 'H4ON40', 0.9523809523809523)
349-
('IEC42', 'WOID14', 0.899235973995271)
349+
('IEC42', 'H4ON40', 0.899235973995271)
350-
('IEC43', 'VS8USM', 0.7396002616336388)
350+
('IEC43', 'RSECQC', 0.7396002616336388)
351-
('IEC44', 'VS8USM', 0.7396002616336388)
351+
('IEC44', 'RSECQC', 0.7396002616336388)
352-
('IEC45', 'WOID14', 0.8332380897952963)
352+
('IEC45', 'H4ON40', 0.8332380897952963)
353-
('IEC46', 'WOID14', 0.8455943246644705)
353+
('IEC46', 'H4ON40', 0.8455943246644705)
354-
('IEC47', 'WOID14', 0.8872442622820285)
354+
('IEC47', 'H4ON40', 0.8872442622820285)
355-
('IEC48', 'WOID14', 0.9523809523809523)
355+
('IEC48', 'H4ON40', 0.9523809523809523)
356-
('IEC49', 'OAEI89', 0.7892456036675928)
356+
('IEC49', '2ION50', 0.7892456036675928)
357-
('IEC50', 'WOID14', 0.8687107603185122)
357+
('IEC50', 'H4ON40', 0.8687107603185122)
358-
('IEC51', 'WOID14', 0.9134141431056324)
358+
('IEC51', 'H4ON40', 0.9134141431056324)
359-
('IEC52', 'VS8USM', 0.9467292624062575)
359+
('IEC52', 'RSECQC', 0.9467292624062575)
360-
('IEC53', 'WOID14', 0.924917300825728)
360+
('IEC53', 'H4ON40', 0.924917300825728)
361-
('IEC54', 'WOID14', 0.8748177652797064)
361+
('IEC54', 'H4ON40', 0.8748177652797064)
362
363
364
----------------------\Iteracion #2
365
366
367
Los centroides son:
368-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '2', 'TUTN2E']
368+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '2', '2JQLJD']
369-
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'TNRY8A']
369+
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'ATOQH9']
370-
['1', '1', '2', '1', '1', '1', '1', '1', '1', '1', 'ZAEO5V']
370+
['1', '1', '2', '1', '1', '1', '1', '1', '1', '1', 'NREJ3J']
371
372
373
El grupo de grupo01 quedo asi:
374
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 
375
376
El grupo de grupo02 quedo asi:
377
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 
378
379
El grupo de grupo03 quedo asi:
380
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 
381
382
El grupo de grupo04 quedo asi:
383
Los nuevos centroides son:
384-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', '8PMZP4']
384+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', '3XBQ5F']
385-
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'MNOIG1']
385+
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'LGLYSS']
386-
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', '38YXMN']
386+
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', '8TDC4T']
387
Las distancias entre los puntos son: 
388-
('ITS01', 'TUTN2E', 0.9021097956087903)
388+
('ITS01', '2JQLJD', 0.9021097956087903)
389-
('ITS02', 'TUTN2E', 0.9389710680668849)
389+
('ITS02', '2JQLJD', 0.9389710680668849)
390-
('ITS03', 'TUTN2E', 0.9607689228305227)
390+
('ITS03', '2JQLJD', 0.9607689228305227)
391-
('ITS04', 'TUTN2E', 0.9428090415820634)
391+
('ITS04', '2JQLJD', 0.9428090415820634)
392-
('ITS05', 'TUTN2E', 0.9035253315161441)
392+
('ITS05', '2JQLJD', 0.9035253315161441)
393-
('ITS06', 'TNRY8A', 0.9354143466934853)
393+
('ITS06', 'ATOQH9', 0.9354143466934853)
394-
('ITS07', 'TUTN2E', 1.0)
394+
('ITS07', '2JQLJD', 1.0)
395-
('ITS08', 'TUTN2E', 0.8703882797784892)
395+
('ITS08', '2JQLJD', 0.8703882797784892)
396-
('ITS09', 'TUTN2E', 0.8463272660560105)
396+
('ITS09', '2JQLJD', 0.8463272660560105)
397-
('ITS10', 'TUTN2E', 0.9258200997725514)
397+
('ITS10', '2JQLJD', 0.9258200997725514)
398-
('ITS11', 'TUTN2E', 0.9689627902499088)
398+
('ITS11', '2JQLJD', 0.9689627902499088)
399-
('ITS12', 'TUTN2E', 0.9820927516479827)
399+
('ITS12', '2JQLJD', 0.9820927516479827)
400-
('ITS13', 'TUTN2E', 0.8944271909999159)
400+
('ITS13', '2JQLJD', 0.8944271909999159)
401-
('ITS14', 'TUTN2E', 0.9166666666666666)
401+
('ITS14', '2JQLJD', 0.9166666666666666)
402-
('ITS15', 'TUTN2E', 0.9428090415820634)
402+
('ITS15', '2JQLJD', 0.9428090415820634)
403-
('ITS16', 'TUTN2E', 0.9021097956087903)
403+
('ITS16', '2JQLJD', 0.9021097956087903)
404-
('ITS17', 'TUTN2E', 0.9396184772996341)
404+
('ITS17', '2JQLJD', 0.9396184772996341)
405-
('ITS18', 'TUTN2E', 0.944911182523068)
405+
('ITS18', '2JQLJD', 0.944911182523068)
406-
('ITS19', 'TUTN2E', 0.9660917830792959)
406+
('ITS19', '2JQLJD', 0.9660917830792959)
407-
('ITS20', 'TUTN2E', 0.9563650695950074)
407+
('ITS20', '2JQLJD', 0.9563650695950074)
408-
('ITS21', 'TUTN2E', 0.9359709753334591)
408+
('ITS21', '2JQLJD', 0.9359709753334591)
409-
('ITS22', 'TUTN2E', 0.8333333333333334)
409+
('ITS22', '2JQLJD', 0.8333333333333334)
410-
('ITS23', 'TUTN2E', 0.9315885051121783)
410+
('ITS23', '2JQLJD', 0.9315885051121783)
411-
('ITS24', 'TUTN2E', 0.9359709753334591)
411+
('ITS24', '2JQLJD', 0.9359709753334591)
412-
('ITS25', 'TUTN2E', 0.8824418982027676)
412+
('ITS25', '2JQLJD', 0.8824418982027676)
413-
('ITS26', 'TUTN2E', 0.9338592095470355)
413+
('ITS26', '2JQLJD', 0.9338592095470355)
414-
('ITS27', 'TNRY8A', 0.9643959372630744)
414+
('ITS27', 'ATOQH9', 0.9643959372630744)
415-
('ITS28', 'TUTN2E', 0.8926073982886735)
415+
('ITS28', '2JQLJD', 0.8926073982886735)
416-
('ITS29', 'TNRY8A', 0.956182887467515)
416+
('ITS29', 'ATOQH9', 0.956182887467515)
417-
('ITS30', 'TUTN2E', 0.959403223600247)
417+
('ITS30', '2JQLJD', 0.959403223600247)
418-
('ITS31', 'TUTN2E', 0.9682458365518541)
418+
('ITS31', '2JQLJD', 0.9682458365518541)
419-
('ITS32', 'TUTN2E', 0.9432999601477862)
419+
('ITS32', '2JQLJD', 0.9432999601477862)
420-
('ITS33', 'TUTN2E', 0.9396184772996341)
420+
('ITS33', '2JQLJD', 0.9396184772996341)
421-
('ITS34', 'TUTN2E', 0.9021097956087903)
421+
('ITS34', '2JQLJD', 0.9021097956087903)
422-
('ITS35', 'TUTN2E', 0.9432999601477862)
422+
('ITS35', '2JQLJD', 0.9432999601477862)
423-
('ITS36', 'TUTN2E', 0.9432999601477862)
423+
('ITS36', '2JQLJD', 0.9432999601477862)
424-
('ITS37', 'TUTN2E', 0.9359709753334591)
424+
('ITS37', '2JQLJD', 0.9359709753334591)
425-
('ITS38', 'TUTN2E', 0.9271726499455306)
425+
('ITS38', '2JQLJD', 0.9271726499455306)
426-
('ITS39', 'TUTN2E', 0.9258200997725514)
426+
('ITS39', '2JQLJD', 0.9258200997725514)
427-
('ITS40', 'TUTN2E', 0.9389710680668849)
427+
('ITS40', '2JQLJD', 0.9389710680668849)
428-
('ITS41', 'TUTN2E', 0.9060606745389328)
428+
('ITS41', '2JQLJD', 0.9060606745389328)
429-
('ITS42', 'TNRY8A', 0.9163419338230352)
429+
('ITS42', 'ATOQH9', 0.9163419338230352)
430-
('ITS43', 'ZAEO5V', 0.9096109718308409)
430+
('ITS43', 'NREJ3J', 0.9096109718308409)
431-
('ITS44', 'TUTN2E', 0.9389710680668849)
431+
('ITS44', '2JQLJD', 0.9389710680668849)
432-
('ITS45', 'TUTN2E', 0.9035253315161441)
432+
('ITS45', '2JQLJD', 0.9035253315161441)
433-
('ITS46', 'TUTN2E', 0.9316949906249123)
433+
('ITS46', '2JQLJD', 0.9316949906249123)
434-
('ITS47', 'TUTN2E', 0.9258200997725514)
434+
('ITS47', '2JQLJD', 0.9258200997725514)
435-
('ITS48', 'TUTN2E', 0.9165444688834581)
435+
('ITS48', '2JQLJD', 0.9165444688834581)
436-
('ITS49', 'TUTN2E', 0.9525793444156804)
436+
('ITS49', '2JQLJD', 0.9525793444156804)
437-
('ITS50', 'TUTN2E', 0.9630868246861536)
437+
('ITS50', '2JQLJD', 0.9630868246861536)
438-
('IAS01', 'TUTN2E', 0.9574271077563381)
438+
('IAS01', '2JQLJD', 0.9574271077563381)
439-
('IAS02', 'TUTN2E', 0.9036961141150639)
439+
('IAS02', '2JQLJD', 0.9036961141150639)
440-
('IAS03', 'TUTN2E', 0.9695896898516747)
440+
('IAS03', '2JQLJD', 0.9695896898516747)
441-
('IAS04', 'TNRY8A', 0.8571428571428571)
441+
('IAS04', 'ATOQH9', 0.8571428571428571)
442-
('IAS05', 'ZAEO5V', 0.9434563530497265)
442+
('IAS05', 'NREJ3J', 0.9434563530497265)
443-
('IAS06', 'TUTN2E', 0.8571593913749194)
443+
('IAS06', '2JQLJD', 0.8571593913749194)
444-
('IAS07', 'TUTN2E', 0.8970852271450606)
444+
('IAS07', '2JQLJD', 0.8970852271450606)
445-
('IAS08', 'ZAEO5V', 0.8498365855987974)
445+
('IAS08', 'NREJ3J', 0.8498365855987974)
446-
('IAS09', 'TUTN2E', 0.8981462390204986)
446+
('IAS09', '2JQLJD', 0.8981462390204986)
447-
('IAS10', 'TUTN2E', 0.9036961141150639)
447+
('IAS10', '2JQLJD', 0.9036961141150639)
448-
('IAS11', 'ZAEO5V', 0.9095880536541954)
448+
('IAS11', 'NREJ3J', 0.9095880536541954)
449-
('IAS12', 'TUTN2E', 0.9021097956087903)
449+
('IAS12', '2JQLJD', 0.9021097956087903)
450-
('IAS13', 'TUTN2E', 0.8970852271450606)
450+
('IAS13', '2JQLJD', 0.8970852271450606)
451-
('IAS14', 'ZAEO5V', 0.8240419241993676)
451+
('IAS14', 'NREJ3J', 0.8240419241993676)
452-
('IAS15', 'ZAEO5V', 0.8473185457363235)
452+
('IAS15', 'NREJ3J', 0.8473185457363235)
453-
('IAS16', 'TUTN2E', 0.9476225544736292)
453+
('IAS16', '2JQLJD', 0.9476225544736292)
454-
('IAS17', 'TUTN2E', 0.902730569228801)
454+
('IAS17', '2JQLJD', 0.902730569228801)
455-
('IAS18', 'ZAEO5V', 0.9434563530497265)
455+
('IAS18', 'NREJ3J', 0.9434563530497265)
456-
('IAS19', 'TUTN2E', 0.9476225544736292)
456+
('IAS19', '2JQLJD', 0.9476225544736292)
457-
('IAS20', 'TNRY8A', 0.9304842103984708)
457+
('IAS20', 'ATOQH9', 0.9304842103984708)
458-
('IAS21', 'TUTN2E', 0.8017837257372732)
458+
('IAS21', '2JQLJD', 0.8017837257372732)
459-
('IAS22', 'TUTN2E', 0.9354143466934853)
459+
('IAS22', '2JQLJD', 0.9354143466934853)
460-
('IAS23', 'ZAEO5V', 0.9707253433941511)
460+
('IAS23', 'NREJ3J', 0.9707253433941511)
461-
('IAS24', 'TUTN2E', 0.902893898143269)
461+
('IAS24', '2JQLJD', 0.902893898143269)
462-
('IAS25', 'TUTN2E', 0.8249579113843054)
462+
('IAS25', '2JQLJD', 0.8249579113843054)
463-
('IAS26', 'TNRY8A', 0.8765009801785554)
463+
('IAS26', 'ATOQH9', 0.8765009801785554)
464-
('IAS27', 'TNRY8A', 0.8765009801785554)
464+
('IAS27', 'ATOQH9', 0.8765009801785554)
465-
('IAS28', 'ZAEO5V', 0.8540168202937981)
465+
('IAS28', 'NREJ3J', 0.8540168202937981)
466-
('IAS29', 'TNRY8A', 0.9304842103984708)
466+
('IAS29', 'ATOQH9', 0.9304842103984708)
467-
('IAS30', 'ZAEO5V', 0.9376144618769908)
467+
('IAS30', 'NREJ3J', 0.9376144618769908)
468-
('IAS31', 'TNRY8A', 0.9258200997725514)
468+
('IAS31', 'ATOQH9', 0.9258200997725514)
469-
('IAS32', 'ZAEO5V', 0.9448346683982798)
469+
('IAS32', 'NREJ3J', 0.9448346683982798)
470-
('IAS33', 'TNRY8A', 0.885253336275981)
470+
('IAS33', 'ATOQH9', 0.885253336275981)
471-
('IAS34', 'TUTN2E', 0.8528028654224418)
471+
('IAS34', '2JQLJD', 0.8528028654224418)
472-
('IAS35', 'TUTN2E', 0.9060606745389328)
472+
('IAS35', '2JQLJD', 0.9060606745389328)
473-
('IAS36', 'ZAEO5V', 0.9621023987294833)
473+
('IAS36', 'NREJ3J', 0.9621023987294833)
474-
('IAS37', 'TUTN2E', 0.9271726499455306)
474+
('IAS37', '2JQLJD', 0.9271726499455306)
475-
('IAS38', 'TUTN2E', 0.8716019289105665)
475+
('IAS38', '2JQLJD', 0.8716019289105665)
476-
('IAS39', 'TUTN2E', 0.9525793444156804)
476+
('IAS39', '2JQLJD', 0.9525793444156804)
477-
('IAS40', 'TUTN2E', 0.9689627902499088)
477+
('IAS40', '2JQLJD', 0.9689627902499088)
478-
('IAS41', 'ZAEO5V', 0.9805806756909201)
478+
('IAS41', 'NREJ3J', 0.9805806756909201)
479-
('IAS42', 'TUTN2E', 0.816496580927726)
479+
('IAS42', '2JQLJD', 0.816496580927726)
480-
('IAS43', 'TUTN2E', 0.936585811581694)
480+
('IAS43', '2JQLJD', 0.936585811581694)
481-
('IAS44', 'TNRY8A', 0.9258200997725514)
481+
('IAS44', 'ATOQH9', 0.9258200997725514)
482-
('IAS45', 'TNRY8A', 0.9221388919541469)
482+
('IAS45', 'ATOQH9', 0.9221388919541469)
483-
('IAS46', 'TUTN2E', 0.8845379626717031)
483+
('IAS46', '2JQLJD', 0.8845379626717031)
484-
('IAS47', 'ZAEO5V', 0.9683640522700839)
484+
('IAS47', 'NREJ3J', 0.9683640522700839)
485-
('IAS48', 'TUTN2E', 0.9428090415820634)
485+
('IAS48', '2JQLJD', 0.9428090415820634)
486-
('IAS49', 'ZAEO5V', 0.9058216273156765)
486+
('IAS49', 'NREJ3J', 0.9058216273156765)
487-
('IAS50', 'TNRY8A', 0.8985037396136244)
487+
('IAS50', 'ATOQH9', 0.8985037396136244)
488-
('IEC01', 'TNRY8A', 0.901127113779166)
488+
('IEC01', 'ATOQH9', 0.901127113779166)
489-
('IEC02', 'TUTN2E', 0.8970852271450606)
489+
('IEC02', '2JQLJD', 0.8970852271450606)
490-
('IEC03', 'TNRY8A', 0.8908708063747479)
490+
('IEC03', 'ATOQH9', 0.8908708063747479)
491-
('IEC04', 'TNRY8A', 0.8819171036881969)
491+
('IEC04', 'ATOQH9', 0.8819171036881969)
492-
('IEC05', 'TNRY8A', 0.9523809523809523)
492+
('IEC05', 'ATOQH9', 0.9523809523809523)
493-
('IEC06', 'TNRY8A', 0.9799578870122228)
493+
('IEC06', 'ATOQH9', 0.9799578870122228)
494-
('IEC07', 'TNRY8A', 0.898717034272917)
494+
('IEC07', 'ATOQH9', 0.898717034272917)
495-
('IEC08', 'TNRY8A', 0.9354143466934853)
495+
('IEC08', 'ATOQH9', 0.9354143466934853)
496-
('IEC09', 'TNRY8A', 0.9843091327750997)
496+
('IEC09', 'ATOQH9', 0.9843091327750997)
497-
('IEC10', 'TNRY8A', 0.9843091327750997)
497+
('IEC10', 'ATOQH9', 0.9843091327750997)
498-
('IEC11', 'TUTN2E', 0.8888888888888888)
498+
('IEC11', '2JQLJD', 0.8888888888888888)
499-
('IEC12', 'TNRY8A', 0.9327448043344279)
499+
('IEC12', 'ATOQH9', 0.9327448043344279)
500-
('IEC13', 'TNRY8A', 0.9108400680852976)
500+
('IEC13', 'ATOQH9', 0.9108400680852976)
501-
('IEC14', 'TNRY8A', 0.9221388919541469)
501+
('IEC14', 'ATOQH9', 0.9221388919541469)
502-
('IEC15', 'TNRY8A', 0.9327448043344279)
502+
('IEC15', 'ATOQH9', 0.9327448043344279)
503-
('IEC16', 'TNRY8A', 0.9356014857063997)
503+
('IEC16', 'ATOQH9', 0.9356014857063997)
504-
('IEC17', 'TNRY8A', 0.898717034272917)
504+
('IEC17', 'ATOQH9', 0.898717034272917)
505-
('IEC18', 'TNRY8A', 0.8819171036881969)
505+
('IEC18', 'ATOQH9', 0.8819171036881969)
506-
('IEC19', 'TNRY8A', 0.9327448043344279)
506+
('IEC19', 'ATOQH9', 0.9327448043344279)
507-
('IEC20', 'ZAEO5V', 0.9624354790229063)
507+
('IEC20', 'NREJ3J', 0.9624354790229063)
508-
('IEC21', 'TUTN2E', 0.8492077756084467)
508+
('IEC21', '2JQLJD', 0.8492077756084467)
509-
('IEC22', 'TUTN2E', 0.8333333333333334)
509+
('IEC22', '2JQLJD', 0.8333333333333334)
510-
('IEC23', 'TUTN2E', 0.9622504486493763)
510+
('IEC23', '2JQLJD', 0.9622504486493763)
511-
('IEC24', 'TNRY8A', 0.9354143466934853)
511+
('IEC24', 'ATOQH9', 0.9354143466934853)
512-
('IEC25', 'TUTN2E', 0.875)
512+
('IEC25', '2JQLJD', 0.875)
513-
('IEC26', 'TNRY8A', 0.9819805060619657)
513+
('IEC26', 'ATOQH9', 0.9819805060619657)
514-
('IEC27', 'TUTN2E', 0.8333333333333334)
514+
('IEC27', '2JQLJD', 0.8333333333333334)
515-
('IEC28', 'TNRY8A', 0.9772545497599154)
515+
('IEC28', 'ATOQH9', 0.9772545497599154)
516-
('IEC29', 'TUTN2E', 0.9166666666666666)
516+
('IEC29', '2JQLJD', 0.9166666666666666)
517-
('IEC30', 'TUTN2E', 0.9354143466934853)
517+
('IEC30', '2JQLJD', 0.9354143466934853)
518-
('IEC31', 'ZAEO5V', 0.924678098474716)
518+
('IEC31', 'NREJ3J', 0.924678098474716)
519-
('IEC32', 'ZAEO5V', 0.9270471647242885)
519+
('IEC32', 'NREJ3J', 0.9270471647242885)
520-
('IEC33', 'ZAEO5V', 0.9624354790229063)
520+
('IEC33', 'NREJ3J', 0.9624354790229063)
521-
('IEC34', 'TUTN2E', 0.8333333333333334)
521+
('IEC34', '2JQLJD', 0.8333333333333334)
522-
('IEC35', 'TNRY8A', 0.8908708063747479)
522+
('IEC35', 'ATOQH9', 0.8908708063747479)
523-
('IEC36', 'ZAEO5V', 0.9078412990032038)
523+
('IEC36', 'NREJ3J', 0.9078412990032038)
524-
('IEC37', 'ZAEO5V', 0.9270471647242885)
524+
('IEC37', 'NREJ3J', 0.9270471647242885)
525-
('IEC38', 'TNRY8A', 0.9523809523809523)
525+
('IEC38', 'ATOQH9', 0.9523809523809523)
526-
('IEC39', 'ZAEO5V', 0.9078412990032038)
526+
('IEC39', 'NREJ3J', 0.9078412990032038)
527-
('IEC40', 'TUTN2E', 0.9147396536063042)
527+
('IEC40', '2JQLJD', 0.9147396536063042)
528-
('IEC41', 'TUTN2E', 0.9354143466934853)
528+
('IEC41', '2JQLJD', 0.9354143466934853)
529-
('IEC42', 'TUTN2E', 0.9252740542518731)
529+
('IEC42', '2JQLJD', 0.9252740542518731)
530-
('IEC43', 'ZAEO5V', 0.8158924398306318)
530+
('IEC43', 'NREJ3J', 0.8158924398306318)
531-
('IEC44', 'ZAEO5V', 0.8158924398306318)
531+
('IEC44', 'NREJ3J', 0.8158924398306318)
532-
('IEC45', 'TUTN2E', 0.808290376865476)
532+
('IEC45', '2JQLJD', 0.808290376865476)
533-
('IEC46', 'TUTN2E', 0.867527617235709)
533+
('IEC46', '2JQLJD', 0.867527617235709)
534-
('IEC47', 'TUTN2E', 0.9381941874331419)
534+
('IEC47', '2JQLJD', 0.9381941874331419)
535-
('IEC48', 'TUTN2E', 0.9354143466934853)
535+
('IEC48', '2JQLJD', 0.9354143466934853)
536-
('IEC49', 'ZAEO5V', 0.9119215051751064)
536+
('IEC49', 'NREJ3J', 0.9119215051751064)
537-
('IEC50', 'TUTN2E', 0.8727974348718267)
537+
('IEC50', '2JQLJD', 0.8727974348718267)
538-
('IEC51', 'ZAEO5V', 0.920736884379251)
538+
('IEC51', 'NREJ3J', 0.920736884379251)
539-
('IEC52', 'TNRY8A', 0.956182887467515)
539+
('IEC52', 'ATOQH9', 0.956182887467515)
540-
('IEC53', 'TNRY8A', 0.924917300825728)
540+
('IEC53', 'ATOQH9', 0.924917300825728)
541-
('IEC54', 'TUTN2E', 0.8728715609439696)
541+
('IEC54', '2JQLJD', 0.8728715609439696)
542
543
544
----------------------\Iteracion #3
545
546
547
Los centroides son:
548-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', '8PMZP4']
548+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', '3XBQ5F']
549-
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'MNOIG1']
549+
['1', '2', '1', '1', '3', '1', '1', '1', '1', '1', 'LGLYSS']
550-
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', '38YXMN']
550+
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', '8TDC4T']
551
552
553
El grupo de grupo01 quedo asi:
554
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 
555
556
El grupo de grupo02 quedo asi:
557
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 
558
559
El grupo de grupo03 quedo asi:
560
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 
561
562
El grupo de grupo04 quedo asi:
563
Los nuevos centroides son:
564-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'BKEQXN']
564+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'RWLA6S']
565-
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', '43W1BI']
565+
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', 'B0IJ5C']
566-
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'RVRL35']
566+
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'GPZAG3']
567
Las distancias entre los puntos son: 
568-
('ITS01', 'MNOIG1', 0.8872442622820285)
568+
('ITS01', 'LGLYSS', 0.8872442622820285)
569-
('ITS02', '8PMZP4', 0.9284766908852593)
569+
('ITS02', '3XBQ5F', 0.9284766908852593)
570-
('ITS03', '8PMZP4', 0.9832820049844601)
570+
('ITS03', '3XBQ5F', 0.9832820049844601)
571-
('ITS04', '8PMZP4', 0.8934271123648291)
571+
('ITS04', '3XBQ5F', 0.8934271123648291)
572-
('ITS05', '8PMZP4', 0.8934271123648291)
572+
('ITS05', '3XBQ5F', 0.8934271123648291)
573-
('ITS06', 'MNOIG1', 0.9354143466934853)
573+
('ITS06', 'LGLYSS', 0.9354143466934853)
574-
('ITS07', '8PMZP4', 0.9855274566525744)
574+
('ITS07', '3XBQ5F', 0.9855274566525744)
575-
('ITS08', '8PMZP4', 0.8313979615881406)
575+
('ITS08', '3XBQ5F', 0.8313979615881406)
576-
('ITS09', '8PMZP4', 0.8104408984731077)
576+
('ITS09', '3XBQ5F', 0.8104408984731077)
577-
('ITS10', '8PMZP4', 0.9124211282466754)
577+
('ITS10', '3XBQ5F', 0.9124211282466754)
578-
('ITS11', '8PMZP4', 0.9492889050691345)
578+
('ITS11', '3XBQ5F', 0.9492889050691345)
579-
('ITS12', '8PMZP4', 0.9649012813540154)
579+
('ITS12', '3XBQ5F', 0.9649012813540154)
580-
('ITS13', '8PMZP4', 0.847579379526013)
580+
('ITS13', '3XBQ5F', 0.847579379526013)
581-
('ITS14', '8PMZP4', 0.9476225544736292)
581+
('ITS14', '3XBQ5F', 0.9476225544736292)
582-
('ITS15', '8PMZP4', 0.9649012813540154)
582+
('ITS15', '3XBQ5F', 0.9649012813540154)
583-
('ITS16', '8PMZP4', 0.9191450300180578)
583+
('ITS16', '3XBQ5F', 0.9191450300180578)
584-
('ITS17', '8PMZP4', 0.9463718918526286)
584+
('ITS17', '3XBQ5F', 0.9463718918526286)
585-
('ITS18', '8PMZP4', 0.9455626208510671)
585+
('ITS18', '3XBQ5F', 0.9455626208510671)
586-
('ITS19', '8PMZP4', 0.9416472308615167)
586+
('ITS19', '3XBQ5F', 0.9416472308615167)
587-
('ITS20', '8PMZP4', 0.9570244044334736)
587+
('ITS20', '3XBQ5F', 0.9570244044334736)
588-
('ITS21', '8PMZP4', 0.9101913402477904)
588+
('ITS21', '3XBQ5F', 0.9101913402477904)
589-
('ITS22', '8PMZP4', 0.7960029457578486)
589+
('ITS22', '3XBQ5F', 0.7960029457578486)
590-
('ITS23', '8PMZP4', 0.9416472308615167)
590+
('ITS23', '3XBQ5F', 0.9416472308615167)
591-
('ITS24', '8PMZP4', 0.9395523512235255)
591+
('ITS24', '3XBQ5F', 0.9395523512235255)
592-
('ITS25', 'MNOIG1', 0.8783100656536799)
592+
('ITS25', 'LGLYSS', 0.8783100656536799)
593-
('ITS26', '8PMZP4', 0.9345030284511884)
593+
('ITS26', '3XBQ5F', 0.9345030284511884)
594-
('ITS27', 'MNOIG1', 0.9643959372630744)
594+
('ITS27', 'LGLYSS', 0.9643959372630744)
595-
('ITS28', '8PMZP4', 0.8410214463203253)
595+
('ITS28', '3XBQ5F', 0.8410214463203253)
596-
('ITS29', 'MNOIG1', 0.956182887467515)
596+
('ITS29', 'LGLYSS', 0.956182887467515)
597-
('ITS30', '8PMZP4', 0.9374368665610922)
597+
('ITS30', '3XBQ5F', 0.9374368665610922)
598-
('ITS31', '8PMZP4', 0.9689133621992607)
598+
('ITS31', '3XBQ5F', 0.9689133621992607)
599-
('ITS32', '8PMZP4', 0.9411821050090531)
599+
('ITS32', '3XBQ5F', 0.9411821050090531)
600-
('ITS33', '8PMZP4', 0.9463718918526286)
600+
('ITS33', '3XBQ5F', 0.9463718918526286)
601-
('ITS34', '8PMZP4', 0.9191450300180578)
601+
('ITS34', '3XBQ5F', 0.9191450300180578)
602-
('ITS35', '8PMZP4', 0.9411821050090531)
602+
('ITS35', '3XBQ5F', 0.9411821050090531)
603-
('ITS36', '8PMZP4', 0.9411821050090531)
603+
('ITS36', '3XBQ5F', 0.9411821050090531)
604-
('ITS37', '8PMZP4', 0.9395523512235255)
604+
('ITS37', '3XBQ5F', 0.9395523512235255)
605-
('ITS38', '8PMZP4', 0.903712849693167)
605+
('ITS38', '3XBQ5F', 0.903712849693167)
606-
('ITS39', '8PMZP4', 0.9124211282466754)
606+
('ITS39', '3XBQ5F', 0.9124211282466754)
607-
('ITS40', '8PMZP4', 0.9284766908852593)
607+
('ITS40', '3XBQ5F', 0.9284766908852593)
608-
('ITS41', '8PMZP4', 0.9158437663089954)
608+
('ITS41', '3XBQ5F', 0.9158437663089954)
609-
('ITS42', 'MNOIG1', 0.9163419338230352)
609+
('ITS42', 'LGLYSS', 0.9163419338230352)
610-
('ITS43', 'MNOIG1', 0.886077629568296)
610+
('ITS43', 'LGLYSS', 0.886077629568296)
611-
('ITS44', '8PMZP4', 0.9284766908852593)
611+
('ITS44', '3XBQ5F', 0.9284766908852593)
612-
('ITS45', '8PMZP4', 0.9291641968594222)
612+
('ITS45', '3XBQ5F', 0.9291641968594222)
613-
('ITS46', '8PMZP4', 0.9492889050691345)
613+
('ITS46', '3XBQ5F', 0.9492889050691345)
614-
('ITS47', '8PMZP4', 0.9124211282466754)
614+
('ITS47', '3XBQ5F', 0.9124211282466754)
615-
('ITS48', 'MNOIG1', 0.9014410719200636)
615+
('ITS48', 'LGLYSS', 0.9014410719200636)
616-
('ITS49', '8PMZP4', 0.9284766908852594)
616+
('ITS49', '3XBQ5F', 0.9284766908852594)
617-
('ITS50', '8PMZP4', 0.9582749368384387)
617+
('ITS50', '3XBQ5F', 0.9582749368384387)
618-
('IAS01', '8PMZP4', 0.9501690989578749)
618+
('IAS01', '3XBQ5F', 0.9501690989578749)
619-
('IAS02', '8PMZP4', 0.9101913402477904)
619+
('IAS02', '3XBQ5F', 0.9101913402477904)
620-
('IAS03', '8PMZP4', 0.9284766908852594)
620+
('IAS03', '3XBQ5F', 0.9284766908852594)
621-
('IAS04', 'MNOIG1', 0.8571428571428571)
621+
('IAS04', 'LGLYSS', 0.8571428571428571)
622-
('IAS05', 'MNOIG1', 0.9072647087265548)
622+
('IAS05', 'LGLYSS', 0.9072647087265548)
623-
('IAS06', '38YXMN', 0.8606629658238705)
623+
('IAS06', '8TDC4T', 0.8606629658238705)
624-
('IAS07', '38YXMN', 0.9163419338230352)
624+
('IAS07', '8TDC4T', 0.9163419338230352)
625-
('IAS08', '38YXMN', 0.7777777777777778)
625+
('IAS08', '8TDC4T', 0.7777777777777778)
626-
('IAS09', '38YXMN', 0.8956685895029601)
626+
('IAS09', '8TDC4T', 0.8956685895029601)
627-
('IAS10', '8PMZP4', 0.9101913402477904)
627+
('IAS10', '3XBQ5F', 0.9101913402477904)
628-
('IAS11', '38YXMN', 0.8784104611578831)
628+
('IAS11', '8TDC4T', 0.8784104611578831)
629-
('IAS12', '8PMZP4', 0.8863184218031273)
629+
('IAS12', '3XBQ5F', 0.8863184218031273)
630-
('IAS13', '38YXMN', 0.9163419338230352)
630+
('IAS13', '8TDC4T', 0.9163419338230352)
631-
('IAS14', 'MNOIG1', 0.8104408984731077)
631+
('IAS14', 'LGLYSS', 0.8104408984731077)
632-
('IAS15', '38YXMN', 0.7715167498104595)
632+
('IAS15', '8TDC4T', 0.7715167498104595)
633-
('IAS16', '8PMZP4', 0.9655172413793104)
633+
('IAS16', '3XBQ5F', 0.9655172413793104)
634-
('IAS17', 'MNOIG1', 0.8652258233316383)
634+
('IAS17', 'LGLYSS', 0.8652258233316383)
635-
('IAS18', '38YXMN', 0.8908708063747479)
635+
('IAS18', '8TDC4T', 0.8908708063747479)
636-
('IAS19', '8PMZP4', 0.9655172413793104)
636+
('IAS19', '3XBQ5F', 0.9655172413793104)
637-
('IAS20', 'MNOIG1', 0.9304842103984708)
637+
('IAS20', 'LGLYSS', 0.9304842103984708)
638-
('IAS21', '8PMZP4', 0.8104408984731077)
638+
('IAS21', '3XBQ5F', 0.8104408984731077)
639-
('IAS22', '8PMZP4', 0.9725290781677293)
639+
('IAS22', '3XBQ5F', 0.9725290781677293)
640-
('IAS23', '38YXMN', 0.9428090415820635)
640+
('IAS23', '8TDC4T', 0.9428090415820635)
641-
('IAS24', '8PMZP4', 0.8761370851094297)
641+
('IAS24', '3XBQ5F', 0.8761370851094297)
642-
('IAS25', '8PMZP4', 0.857690027870236)
642+
('IAS25', '3XBQ5F', 0.857690027870236)
643-
('IAS26', '8PMZP4', 0.8814825547070535)
643+
('IAS26', '3XBQ5F', 0.8814825547070535)
644-
('IAS27', '8PMZP4', 0.8814825547070535)
644+
('IAS27', '3XBQ5F', 0.8814825547070535)
645-
('IAS28', 'MNOIG1', 0.8399210511316161)
645+
('IAS28', 'LGLYSS', 0.8399210511316161)
646-
('IAS29', 'MNOIG1', 0.9304842103984708)
646+
('IAS29', 'LGLYSS', 0.9304842103984708)
647-
('IAS30', '38YXMN', 0.9163419338230352)
647+
('IAS30', '8TDC4T', 0.9163419338230352)
648-
('IAS31', 'MNOIG1', 0.9258200997725514)
648+
('IAS31', 'LGLYSS', 0.9258200997725514)
649-
('IAS32', '38YXMN', 0.9176629354822471)
649+
('IAS32', '8TDC4T', 0.9176629354822471)
650-
('IAS33', 'MNOIG1', 0.885253336275981)
650+
('IAS33', 'LGLYSS', 0.885253336275981)
651-
('IAS34', '8PMZP4', 0.8404606389858067)
651+
('IAS34', '3XBQ5F', 0.8404606389858067)
652-
('IAS35', '8PMZP4', 0.9158437663089954)
652+
('IAS35', '3XBQ5F', 0.9158437663089954)
653-
('IAS36', '38YXMN', 0.9467292624062575)
653+
('IAS36', '8TDC4T', 0.9467292624062575)
654-
('IAS37', '8PMZP4', 0.9338366113496058)
654+
('IAS37', '3XBQ5F', 0.9338366113496058)
655-
('IAS38', '8PMZP4', 0.8495482076828985)
655+
('IAS38', '3XBQ5F', 0.8495482076828985)
656-
('IAS39', '8PMZP4', 0.9284766908852594)
656+
('IAS39', '3XBQ5F', 0.9284766908852594)
657-
('IAS40', '8PMZP4', 0.9492889050691345)
657+
('IAS40', '3XBQ5F', 0.9492889050691345)
658-
('IAS41', '38YXMN', 1.0)
658+
('IAS41', '8TDC4T', 1.0)
659-
('IAS42', '8PMZP4', 0.8170594879790282)
659+
('IAS42', '3XBQ5F', 0.8170594879790282)
660-
('IAS43', 'MNOIG1', 0.901127113779166)
660+
('IAS43', 'LGLYSS', 0.901127113779166)
661-
('IAS44', 'MNOIG1', 0.9258200997725514)
661+
('IAS44', 'LGLYSS', 0.9258200997725514)
662-
('IAS45', 'MNOIG1', 0.9221388919541469)
662+
('IAS45', 'LGLYSS', 0.9221388919541469)
663-
('IAS46', '8PMZP4', 0.8665782448262421)
663+
('IAS46', '3XBQ5F', 0.8665782448262421)
664-
('IAS47', '38YXMN', 0.9772545497599154)
664+
('IAS47', '8TDC4T', 0.9772545497599154)
665-
('IAS48', '8PMZP4', 0.9291641968594222)
665+
('IAS48', '3XBQ5F', 0.9291641968594222)
666-
('IAS49', '38YXMN', 0.8660254037844386)
666+
('IAS49', '8TDC4T', 0.8660254037844386)
667-
('IAS50', 'MNOIG1', 0.8985037396136244)
667+
('IAS50', 'LGLYSS', 0.8985037396136244)
668-
('IEC01', 'MNOIG1', 0.901127113779166)
668+
('IEC01', 'LGLYSS', 0.901127113779166)
669-
('IEC02', '8PMZP4', 0.9102589898327995)
669+
('IEC02', '3XBQ5F', 0.9102589898327995)
670-
('IEC03', 'MNOIG1', 0.8908708063747479)
670+
('IEC03', 'LGLYSS', 0.8908708063747479)
671-
('IEC04', 'MNOIG1', 0.8819171036881969)
671+
('IEC04', 'LGLYSS', 0.8819171036881969)
672-
('IEC05', 'MNOIG1', 0.9523809523809523)
672+
('IEC05', 'LGLYSS', 0.9523809523809523)
673-
('IEC06', 'MNOIG1', 0.9799578870122228)
673+
('IEC06', 'LGLYSS', 0.9799578870122228)
674-
('IEC07', 'MNOIG1', 0.898717034272917)
674+
('IEC07', 'LGLYSS', 0.898717034272917)
675-
('IEC08', 'MNOIG1', 0.9354143466934853)
675+
('IEC08', 'LGLYSS', 0.9354143466934853)
676-
('IEC09', 'MNOIG1', 0.9843091327750997)
676+
('IEC09', 'LGLYSS', 0.9843091327750997)
677-
('IEC10', 'MNOIG1', 0.9843091327750997)
677+
('IEC10', 'LGLYSS', 0.9843091327750997)
678-
('IEC11', 'MNOIG1', 0.861175112828923)
678+
('IEC11', 'LGLYSS', 0.861175112828923)
679-
('IEC12', 'MNOIG1', 0.9327448043344279)
679+
('IEC12', 'LGLYSS', 0.9327448043344279)
680-
('IEC13', 'MNOIG1', 0.9108400680852976)
680+
('IEC13', 'LGLYSS', 0.9108400680852976)
681-
('IEC14', 'MNOIG1', 0.9221388919541469)
681+
('IEC14', 'LGLYSS', 0.9221388919541469)
682-
('IEC15', 'MNOIG1', 0.9327448043344279)
682+
('IEC15', 'LGLYSS', 0.9327448043344279)
683-
('IEC16', 'MNOIG1', 0.9356014857063997)
683+
('IEC16', 'LGLYSS', 0.9356014857063997)
684-
('IEC17', 'MNOIG1', 0.898717034272917)
684+
('IEC17', 'LGLYSS', 0.898717034272917)
685-
('IEC18', 'MNOIG1', 0.8819171036881969)
685+
('IEC18', 'LGLYSS', 0.8819171036881969)
686-
('IEC19', 'MNOIG1', 0.9327448043344279)
686+
('IEC19', 'LGLYSS', 0.9327448043344279)
687-
('IEC20', '38YXMN', 0.9622504486493763)
687+
('IEC20', '8TDC4T', 0.9622504486493763)
688-
('IEC21', '38YXMN', 0.9805806756909201)
688+
('IEC21', '8TDC4T', 0.9805806756909201)
689-
('IEC22', '38YXMN', 0.9622504486493763)
689+
('IEC22', '8TDC4T', 0.9622504486493763)
690-
('IEC23', '8PMZP4', 0.9191450300180578)
690+
('IEC23', '3XBQ5F', 0.9191450300180578)
691-
('IEC24', 'MNOIG1', 0.9354143466934853)
691+
('IEC24', 'LGLYSS', 0.9354143466934853)
692-
('IEC25', '38YXMN', 0.9622504486493763)
692+
('IEC25', '8TDC4T', 0.9622504486493763)
693-
('IEC26', 'MNOIG1', 0.9819805060619657)
693+
('IEC26', 'LGLYSS', 0.9819805060619657)
694-
('IEC27', '8PMZP4', 0.7960029457578486)
694+
('IEC27', '3XBQ5F', 0.7960029457578486)
695-
('IEC28', 'MNOIG1', 0.9772545497599154)
695+
('IEC28', 'LGLYSS', 0.9772545497599154)
696-
('IEC29', '8PMZP4', 0.8718127501157389)
696+
('IEC29', '3XBQ5F', 0.8718127501157389)
697-
('IEC30', '8PMZP4', 0.8914849883204186)
697+
('IEC30', '3XBQ5F', 0.8914849883204186)
698-
('IEC31', '38YXMN', 0.9245003270420484)
698+
('IEC31', '8TDC4T', 0.9245003270420484)
699-
('IEC32', '38YXMN', 0.9191450300180578)
699+
('IEC32', '8TDC4T', 0.9191450300180578)
700-
('IEC33', '38YXMN', 0.9622504486493763)
700+
('IEC33', '8TDC4T', 0.9622504486493763)
701-
('IEC34', '8PMZP4', 0.7960029457578486)
701+
('IEC34', '3XBQ5F', 0.7960029457578486)
702-
('IEC35', 'MNOIG1', 0.8908708063747479)
702+
('IEC35', 'LGLYSS', 0.8908708063747479)
703-
('IEC36', '38YXMN', 0.8743856497851875)
703+
('IEC36', '8TDC4T', 0.8743856497851875)
704-
('IEC37', '38YXMN', 0.9191450300180578)
704+
('IEC37', '8TDC4T', 0.9191450300180578)
705-
('IEC38', 'MNOIG1', 0.9523809523809523)
705+
('IEC38', 'LGLYSS', 0.9523809523809523)
706-
('IEC39', '38YXMN', 0.8743856497851875)
706+
('IEC39', '8TDC4T', 0.8743856497851875)
707-
('IEC40', '8PMZP4', 0.9034823652944007)
707+
('IEC40', '3XBQ5F', 0.9034823652944007)
708-
('IEC41', '8PMZP4', 0.8914849883204186)
708+
('IEC41', '3XBQ5F', 0.8914849883204186)
709-
('IEC42', '8PMZP4', 0.9182597894871252)
709+
('IEC42', '3XBQ5F', 0.9182597894871252)
710-
('IEC43', '38YXMN', 0.7396002616336388)
710+
('IEC43', '8TDC4T', 0.7396002616336388)
711-
('IEC44', '38YXMN', 0.7396002616336388)
711+
('IEC44', '8TDC4T', 0.7396002616336388)
712-
('IEC45', 'MNOIG1', 0.7715167498104596)
712+
('IEC45', 'LGLYSS', 0.7715167498104596)
713-
('IEC46', '8PMZP4', 0.8588409390688649)
713+
('IEC46', '3XBQ5F', 0.8588409390688649)
714-
('IEC47', '8PMZP4', 0.9519716382329885)
714+
('IEC47', '3XBQ5F', 0.9519716382329885)
715-
('IEC48', '8PMZP4', 0.8914849883204186)
715+
('IEC48', '3XBQ5F', 0.8914849883204186)
716-
('IEC49', '38YXMN', 0.8912318970359479)
716+
('IEC49', '8TDC4T', 0.8912318970359479)
717-
('IEC50', '8PMZP4', 0.84875780119976)
717+
('IEC50', '3XBQ5F', 0.84875780119976)
718-
('IEC51', 'MNOIG1', 0.9134141431056324)
718+
('IEC51', 'LGLYSS', 0.9134141431056324)
719-
('IEC52', 'MNOIG1', 0.956182887467515)
719+
('IEC52', 'LGLYSS', 0.956182887467515)
720-
('IEC53', 'MNOIG1', 0.924917300825728)
720+
('IEC53', 'LGLYSS', 0.924917300825728)
721-
('IEC54', '38YXMN', 0.8819171036881969)
721+
('IEC54', '8TDC4T', 0.8819171036881969)
722
723
724
----------------------\Iteracion #4
725
726
727
Los centroides son:
728-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'BKEQXN']
728+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'RWLA6S']
729-
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', '43W1BI']
729+
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', 'B0IJ5C']
730-
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'RVRL35']
730+
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'GPZAG3']
731
732
733
El grupo de grupo01 quedo asi:
734
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 
735
736
El grupo de grupo02 quedo asi:
737
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 
738
739
El grupo de grupo03 quedo asi:
740
IAS05 IAS11 IAS18 IAS23 IAS30 IAS32 IAS49 IEC20 IEC22 IEC31 IEC32 IEC33 IEC37 IEC43 IEC44 IEC49 
741
742
El grupo de grupo04 quedo asi:
743
Los nuevos centroides son:
744-
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'NTLWVZ']
744+
['1', '1', '1', '3', '2', '1', '1', '1', '1', '3', 'NCY9Q7']
745-
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', '77GTCV']
745+
['1', '3', '1', '1', '3', '1', '1', '1', '1', '1', '478MZD']
746-
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'D3SSM5']
746+
['1', '1', '3', '1', '1', '1', '1', '1', '1', '1', 'L5N03C']
747
Las distancias entre los puntos son: 
748-
('ITS01', 'BKEQXN', 0.8863184218031273)
748+
('ITS01', 'RWLA6S', 0.8863184218031273)
749-
('ITS02', 'BKEQXN', 0.9284766908852593)
749+
('ITS02', 'RWLA6S', 0.9284766908852593)
750-
('ITS03', 'BKEQXN', 0.9832820049844601)
750+
('ITS03', 'RWLA6S', 0.9832820049844601)
751-
('ITS04', 'BKEQXN', 0.8934271123648291)
751+
('ITS04', 'RWLA6S', 0.8934271123648291)
752-
('ITS05', 'BKEQXN', 0.8934271123648291)
752+
('ITS05', 'RWLA6S', 0.8934271123648291)
753-
('ITS06', '43W1BI', 0.9607689228305227)
753+
('ITS06', 'B0IJ5C', 0.9607689228305227)
754-
('ITS07', 'BKEQXN', 0.9855274566525744)
754+
('ITS07', 'RWLA6S', 0.9855274566525744)
755-
('ITS08', 'BKEQXN', 0.8313979615881406)
755+
('ITS08', 'RWLA6S', 0.8313979615881406)
756-
('ITS09', 'BKEQXN', 0.8104408984731077)
756+
('ITS09', 'RWLA6S', 0.8104408984731077)
757-
('ITS10', 'BKEQXN', 0.9124211282466754)
757+
('ITS10', 'RWLA6S', 0.9124211282466754)
758-
('ITS11', 'BKEQXN', 0.9492889050691345)
758+
('ITS11', 'RWLA6S', 0.9492889050691345)
759-
('ITS12', 'BKEQXN', 0.9649012813540154)
759+
('ITS12', 'RWLA6S', 0.9649012813540154)
760-
('ITS13', 'BKEQXN', 0.847579379526013)
760+
('ITS13', 'RWLA6S', 0.847579379526013)
761-
('ITS14', 'BKEQXN', 0.9476225544736292)
761+
('ITS14', 'RWLA6S', 0.9476225544736292)
762-
('ITS15', 'BKEQXN', 0.9649012813540154)
762+
('ITS15', 'RWLA6S', 0.9649012813540154)
763-
('ITS16', 'BKEQXN', 0.9191450300180578)
763+
('ITS16', 'RWLA6S', 0.9191450300180578)
764-
('ITS17', 'BKEQXN', 0.9463718918526286)
764+
('ITS17', 'RWLA6S', 0.9463718918526286)
765-
('ITS18', 'BKEQXN', 0.9455626208510671)
765+
('ITS18', 'RWLA6S', 0.9455626208510671)
766-
('ITS19', 'BKEQXN', 0.9416472308615167)
766+
('ITS19', 'RWLA6S', 0.9416472308615167)
767-
('ITS20', 'BKEQXN', 0.9570244044334736)
767+
('ITS20', 'RWLA6S', 0.9570244044334736)
768-
('ITS21', 'BKEQXN', 0.9101913402477904)
768+
('ITS21', 'RWLA6S', 0.9101913402477904)
769-
('ITS22', 'BKEQXN', 0.7960029457578486)
769+
('ITS22', 'RWLA6S', 0.7960029457578486)
770-
('ITS23', 'BKEQXN', 0.9416472308615167)
770+
('ITS23', 'RWLA6S', 0.9416472308615167)
771-
('ITS24', 'BKEQXN', 0.9395523512235255)
771+
('ITS24', 'RWLA6S', 0.9395523512235255)
772-
('ITS25', '43W1BI', 0.8478227519967948)
772+
('ITS25', 'B0IJ5C', 0.8478227519967948)
773-
('ITS26', 'BKEQXN', 0.9345030284511884)
773+
('ITS26', 'RWLA6S', 0.9345030284511884)
774-
('ITS27', '43W1BI', 0.9707253433941511)
774+
('ITS27', 'B0IJ5C', 0.9707253433941511)
775-
('ITS28', 'BKEQXN', 0.8410214463203253)
775+
('ITS28', 'RWLA6S', 0.8410214463203253)
776-
('ITS29', '43W1BI', 0.9309493362512627)
776+
('ITS29', 'B0IJ5C', 0.9309493362512627)
777-
('ITS30', 'BKEQXN', 0.9374368665610922)
777+
('ITS30', 'RWLA6S', 0.9374368665610922)
778-
('ITS31', 'BKEQXN', 0.9689133621992607)
778+
('ITS31', 'RWLA6S', 0.9689133621992607)
779-
('ITS32', 'BKEQXN', 0.9411821050090531)
779+
('ITS32', 'RWLA6S', 0.9411821050090531)
780-
('ITS33', 'BKEQXN', 0.9463718918526286)
780+
('ITS33', 'RWLA6S', 0.9463718918526286)
781-
('ITS34', 'BKEQXN', 0.9191450300180578)
781+
('ITS34', 'RWLA6S', 0.9191450300180578)
782-
('ITS35', 'BKEQXN', 0.9411821050090531)
782+
('ITS35', 'RWLA6S', 0.9411821050090531)
783-
('ITS36', 'BKEQXN', 0.9411821050090531)
783+
('ITS36', 'RWLA6S', 0.9411821050090531)
784-
('ITS37', 'BKEQXN', 0.9395523512235255)
784+
('ITS37', 'RWLA6S', 0.9395523512235255)
785-
('ITS38', 'BKEQXN', 0.903712849693167)
785+
('ITS38', 'RWLA6S', 0.903712849693167)
786-
('ITS39', 'BKEQXN', 0.9124211282466754)
786+
('ITS39', 'RWLA6S', 0.9124211282466754)
787-
('ITS40', 'BKEQXN', 0.9284766908852593)
787+
('ITS40', 'RWLA6S', 0.9284766908852593)
788-
('ITS41', 'BKEQXN', 0.9158437663089954)
788+
('ITS41', 'RWLA6S', 0.9158437663089954)
789-
('ITS42', '43W1BI', 0.9309493362512627)
789+
('ITS42', 'B0IJ5C', 0.9309493362512627)
790-
('ITS43', '43W1BI', 0.8882176431559488)
790+
('ITS43', 'B0IJ5C', 0.8882176431559488)
791-
('ITS44', 'BKEQXN', 0.9284766908852593)
791+
('ITS44', 'RWLA6S', 0.9284766908852593)
792-
('ITS45', 'BKEQXN', 0.9291641968594222)
792+
('ITS45', 'RWLA6S', 0.9291641968594222)
793-
('ITS46', 'BKEQXN', 0.9492889050691345)
793+
('ITS46', 'RWLA6S', 0.9492889050691345)
794-
('ITS47', 'BKEQXN', 0.9124211282466754)
794+
('ITS47', 'RWLA6S', 0.9124211282466754)
795-
('ITS48', 'BKEQXN', 0.9005004170528446)
795+
('ITS48', 'RWLA6S', 0.9005004170528446)
796-
('ITS49', 'BKEQXN', 0.9284766908852594)
796+
('ITS49', 'RWLA6S', 0.9284766908852594)
797-
('ITS50', 'BKEQXN', 0.9582749368384387)
797+
('ITS50', 'RWLA6S', 0.9582749368384387)
798-
('IAS01', 'BKEQXN', 0.9501690989578749)
798+
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902
[Finished in 0.3s]