Advances in Fuzzy Systems

Research Article

Understanding Open Source Software Evolution Using Fuzzy Data Mining Algorithm for Time Series Data

Table 9

Transformation of data elements into fuzzy set.


Count	47.595	60.227	8.178	47.275	60.547	8.178	46.802	61.02	8.178	47.262	60.56	8.178	47.775	60.047	8.178
Sp	A_1.Low	A_1.Middle	A_1.High	A_2.Low	A_2.Middle	A_2.High	A_3.Low	A_3.Middle	A_3.High	A_4.Low	A_4.Middle	A_4.High	A_5.Low	A_5.Middle	A_5.High

1	1	0	0	1	0	0	0	1	0	0.067	0.933	0	0	0.593	0.407
2	1	0	0	0	1	0	0.067	0.933	0	0	0.593	0.407	0	1	0
3	0	1	0	0.067	0.933	0	0	0.593	0.407	0	1	0	0.88	0.12	0
4	0.067	0.933	0	0	0.593	0.407	0	1	0	0.88	0.12	0	0	1	0
5	0	0.593	0.407	0	1	0	0.88	0.12	0	0	1	0	0.207	0.793	0
6	0	1	0	0.88	0.12	0	0	1	0	0.207	0.793	0	0.38	0.62	0
7	0.88	0.12	0	0	1	0	0.207	0.793	0	0.38	0.62	0	0	0.607	0.393
8	0	1	0	0.207	0.793	0	0.38	0.62	0	0	0.607	0.393	1	0	0
9	0.207	0.793	0	0.38	0.62	0	0	0.607	0.393	1	0	0	0.66	0.34	0
10	0.38	0.62	0	0	0.607	0.393	1	0	0	0.66	0.34	0	0.727	0.273	0
11	0	0.607	0.393	1	0	0	0.66	0.34	0	0.727	0.273	0	0.347	0.653	0
12	1	0	0	0.66	0.34	0	0.727	0.273	0	0.347	0.653	0	0	1	0
13	0.66	0.34	0	0.727	0.273	0	0.347	0.653	0	0	1	0	0.447	0.553	0
14	0.727	0.273	0	0.347	0.653	0	0	1	0	0.447	0.553	0	0.6	0.4	0
15	0.347	0.653	0	0	1	0	0.447	0.553	0	0.6	0.4	0	0.887	0.113	0
16	0	1	0	0.447	0.553	0	0.6	0.4	0	0.887	0.113	0	0.74	0.26	0
17	0.447	0.553	0	0.6	0.4	0	0.887	0.113	0	0.74	0.26	0	0.473	0.527	0
18	0.6	0.4	0	0.887	0.113	0	0.74	0.26	0	0.473	0.527	0	0	1	0
19	0.887	0.113	0	0.74	0.26	0	0.473	0.527	0	0	1	0	0	0.66	0.34
20	0.74	0.26	0	0.473	0.527	0	0	1	0	0	0.66	0.34	0	0.867	0.133
21	0.473	0.527	0	0	1	0	0	0.66	0.34	0	0.867	0.133	0	0.067	0.933
22	0	1	0	0	0.66	0.34	0	0.867	0.133	0	0.067	0.933	0.207	0.793	0
23	0	0.66	0.34	0	0.867	0.133	0	0.067	0.933	0.207	0.793	0	0	1	0
24	0	0.867	0.133	0	0.067	0.933	0.207	0.793	0	0	1	0	0	1	0
25	0	0.067	0.933	0.207	0.793	0	0	1	0	0	1	0	0.153	0.847	0
26	0.207	0.793	0	0	1	0	0	1	0	0.153	0.847	0	0	0.58	0.42
27	0	1	0	0	1	0	0.153	0.847	0	0	0.58	0.42	0.433	0.567	0
28	0	1	0	0.153	0.847	0	0	0.58	0.42	0.433	0.567	0	0.333	0.667	0
29	0.153	0.847	0	0	0.58	0.42	0.433	0.567	0	0.333	0.667	0	0	1	0
30	0	0.58	0.42	0.433	0.567	0	0.333	0.667	0	0	1	0	0.5	0.5	0
31	0.433	0.567	0	0.333	0.667	0	0	1	0	0.5	0.5	0	0	1	0
32	0.333	0.667	0	0	1	0	0.5	0.5	0	0	1	0	0.193	0.807	0
33	0	1	0	0.5	0.5	0	0	1	0	0.193	0.807	0	0	1	0
34	0.5	0.5	0	0	1	0	0.193	0.807	0	0	1	0	0	1	0
35	0	1	0	0.193	0.807	0	0	1	0	0	1	0	1	0	0
36	0.193	0.807	0	0	1	0	0	1	0	1	0	0	1	0	0
37	0	1	0	0	1	0	1	0	0	1	0	0	1	0	0
38	0	1	0	1	0	0	1	0	0	1	0	0	1	0	0
39	1	0	0	1	0	0	1	0	0	1	0	0	1	0	0
40	1	0	0	1	0	0	1	0	0	1	0	0	1	0	0
41	1	0	0	1	0	0	1	0	0	1	0	0	1	0	0
42	1	0	0	1	0	0	1	0	0	1	0	0	1	0	0
43	1	0	0	1	0	0	1	0	0	1	0	0	0.667	0.333	0
44	1	0	0	1	0	0	1	0	0	0.667	0.333	0	0.867	0.133	0
45	1	0	0	1	0	0	0.667	0.333	0	0.867	0.133	0	1	0	0
46	1	0	0	0.667	0.333	0	0.867	0.133	0	1	0	0	0.787	0.213	0
47	0.667	0.333	0	0.867	0.133	0	1	0	0	0.787	0.213	0	0.82	0.18	0
48	0.867	0.133	0	1	0	0	0.787	0.213	0	0.82	0.18	0	0.66	0.34	0
49	1	0	0	0.787	0.213	0	0.82	0.18	0	0.66	0.34	0	0.94	0.06	0
50	0.787	0.213	0	0.82	0.18	0	0.66	0.34	0	0.94	0.06	0	0.727	0.273	0
51	0.82	0.18	0	0.66	0.34	0	0.94	0.06	0	0.727	0.273	0	0.727	0.273	0
52	0.66	0.34	0	0.94	0.06	0	0.727	0.273	0	0.727	0.273	0	0.767	0.233	0
53	0.94	0.06	0	0.727	0.273	0	0.727	0.273	0	0.767	0.233	0	0.053	0.947	0
54	0.727	0.273	0	0.727	0.273	0	0.767	0.233	0	0.053	0.947	0	0	0.867	0.133
55	0.727	0.273	0	0.767	0.233	0	0.053	0.947	0	0	0.867	0.133	0	0.467	0.533
56	0.767	0.233	0	0.053	0.947	0	0	0.867	0.133	0	0.467	0.533	0	0.08	0.92
57	0.053	0.947	0	0	0.867	0.133	0	0.467	0.533	0	0.08	0.92	0	0.633	0.367
58	0	0.867	0.133	0	0.467	0.533	0	0.08	0.92	0	0.633	0.367	0.727	0.273	0
59	0	0.467	0.533	0	0.08	0.92	0	0.633	0.367	0.727	0.273	0	0.953	0.047	0
60	0	0.08	0.92	0	0.633	0.367	0.727	0.273	0	0.953	0.047	0	0.907	0.093	0
61	0	0.633	0.367	0.727	0.273	0	0.953	0.047	0	0.907	0.093	0	0.647	0.353	0
62	0.727	0.273	0	0.953	0.047	0	0.907	0.093	0	0.647	0.353	0	0.253	0.747	0
63	0.953	0.047	0	0.907	0.093	0	0.647	0.353	0	0.253	0.747	0	0.78	0.22	0
64	0.907	0.093	0	0.647	0.353	0	0.253	0.747	0	0.78	0.22	0	0.253	0.747	0
65	0.647	0.353	0	0.253	0.747	0	0.78	0.22	0	0.253	0.747	0	0	1	0
66	0.253	0.747	0	0.78	0.22	0	0.253	0.747	0	0	1	0	0	0.827	0.173
67	0.78	0.22	0	0.253	0.747	0	0	1	0	0	0.827	0.173	0	0	1
68	0.253	0.747	0	0	1	0	0	0.827	0.173	0	0	1	0	0.48	0.52
69	0	1	0	0	0.827	0.173	0	0	1	0	0.48	0.52	0.427	0.573	0
70	0	0.827	0.173	0	0	1	0	0.48	0.52	0.427	0.573	0	0	0.887	0.113
71	0	0	1	0	0.48	0.52	0.427	0.573	0	0	0.887	0.113	0.74	0.26	0
72	0	0.48	0.52	0.427	0.573	0	0	0.887	0.113	0.74	0.26	0	0.633	0.367	0
73	0.427	0.573	0	0	0.887	0.113	0.74	0.26	0	0.633	0.367	0	0	1	0
74	0	0.887	0.113	0.74	0.26	0	0.633	0.367	0	0	1	0	0.28	0.72	0
75	0.74	0.26	0	0.633	0.367	0	0	1	0	0.28	0.72	0	0.587	0.413	0
76	0.633	0.367	0	0	1	0	0.28	0.72	0	0.587	0.413	0	0.14	0.86	0
77	0	1	0	0.28	0.72	0	0.587	0.413	0	0.14	0.86	0	0.3	0.7	0
78	0.28	0.72	0	0.587	0.413	0	0.14	0.86	0	0.3	0.7	0	0.313	0.687	0
79	0.587	0.413	0	0.14	0.86	0	0.3	0.7	0	0.313	0.687	0	0.107	0.893	0
80	0.14	0.86	0	0.3	0.7	0	0.313	0.687	0	0.107	0.893	0	0.24	0.76	0
81	0.3	0.7	0	0.313	0.687	0	0.107	0.893	0	0.24	0.76	0	0.707	0.293	0
82	0.313	0.687	0	0.107	0.893	0	0.24	0.76	0	0.707	0.293	0	0.433	0.567	0
83	0.107	0.893	0	0.24	0.76	0	0.707	0.293	0	0.433	0.567	0	0.647	0.353	0
84	0.24	0.76	0	0.707	0.293	0	0.433	0.567	0	0.647	0.353	0	0.293	0.707	0
85	0.707	0.293	0	0.433	0.567	0	0.647	0.353	0	0.293	0.707	0	0	0.9	0.1
86	0.433	0.567	0	0.647	0.353	0	0.293	0.707	0	0	0.9	0.1	0.307	0.693	0
87	0.647	0.353	0	0.293	0.707	0	0	0.9	0.1	0.307	0.693	0	0.98	0.02	0
88	0.293	0.707	0	0	0.9	0.1	0.307	0.693	0	0.98	0.02	0	0	0.76	0.24
89	0	0.9	0.1	0.307	0.693	0	0.98	0.02	0	0	0.76	0.24	0	1	0
90	0.307	0.693	0	0.98	0.02	0	0	0.76	0.24	0	1	0	0	0.807	0.193
91	0.98	0.02	0	0	0.76	0.24	0	1	0	0	0.807	0.193	0	0.533	0.467
92	0	0.76	0.24	0	1	0	0	0.807	0.193	0	0.533	0.467	0	0.207	0.793
93	0	1	0	0	0.807	0.193	0	0.533	0.467	0	0.207	0.793	0.133	0.867	0
94	0	0.807	0.193	0	0.533	0.467	0	0.207	0.793	0.133	0.867	0	0.173	0.827	0
95	0	0.533	0.467	0	0.207	0.793	0.133	0.867	0	0.173	0.827	0	0.22	0.78	0
96	0	0.207	0.793	0.133	0.867	0	0.173	0.827	0	0.22	0.78	0	0.413	0.587	0
97	0.133	0.867	0	0.173	0.827	0	0.22	0.78	0	0.413	0.587	0	0.493	0.507	0
98	0.173	0.827	0	0.22	0.78	0	0.413	0.587	0	0.493	0.507	0	0.807	0.193	0
99	0.22	0.78	0	0.413	0.587	0	0.493	0.507	0	0.807	0.193	0	1	0	0
100	0.413	0.587	0	0.493	0.507	0	0.807	0.193	0	1	0	0	0.413	0.587	0
101	0.493	0.507	0	0.807	0.193	0	1	0	0	0.413	0.587	0	0.54	0.46	0
102	0.807	0.193	0	1	0	0	0.413	0.587	0	0.54	0.46	0	0	1	0
103	1	0	0	0.413	0.587	0	0.54	0.46	0	0	1	0	0.033	0.967	0
104	0.413	0.587	0	0.54	0.46	0	0	1	0	0.033	0.967	0	0.087	0.913	0
105	0.54	0.46	0	0	1	0	0.033	0.967	0	0.087	0.913	0	1	0	0
106	0	1	0	0.033	0.967	0	0.087	0.913	0	1	0	0	0.147	0.853	0
107	0.033	0.967	0	0.087	0.913	0	1	0	0	0.147	0.853	0	0.473	0.527	0
108	0.087	0.913	0	1	0	0	0.147	0.853	0	0.473	0.527	0	0.253	0.747	0
109	1	0	0	0.147	0.853	0	0.473	0.527	0	0.253	0.747	0	0.813	0.187	0
110	0.147	0.853	0	0.473	0.527	0	0.253	0.747	0	0.813	0.187	0	0.64	0.36	0
111	0.473	0.527	0	0.253	0.747	0	0.813	0.187	0	0.64	0.36	0	0.667	0.333	0
112	0.253	0.747	0	0.813	0.187	0	0.64	0.36	0	0.667	0.333	0	0.387	0.613	0
113	0.813	0.187	0	0.64	0.36	0	0.667	0.333	0	0.387	0.613	0	0.68	0.32	0
114	0.64	0.36	0	0.667	0.333	0	0.387	0.613	0	0.68	0.32	0	0.527	0.473	0
115	0.667	0.333	0	0.387	0.613	0	0.68	0.32	0	0.527	0.473	0	0.46	0.54	0
116	0.387	0.613	0	0.68	0.32	0	0.527	0.473	0	0.46	0.54	0	0.58	0.42	0