Experimental Results for (Classical) Support Vector Machine (SVM) on IRIS Dataset

Preface

In this page...

Experimental Results

The experimental results...

No.	Kernel	C^§	Degree^†	Gamma^‡	Accuracy^¶
0	linear	0.00001	N/A	N/A	0.28889
1	linear	0.00005	N/A	N/A	0.28889
2	linear	0.00027	N/A	N/A	0.28889
3	linear	0.00139	N/A	N/A	0.28889
4	linear	0.00720	N/A	N/A	0.68889
5	linear	0.03728	N/A	N/A	0.93333
6	linear	0.19307	N/A	N/A	0.95556
7	linear	1.0	N/A	N/A	0.97778
8	linear	5.17947	N/A	N/A	0.95556
9	linear	26.82696	N/A	N/A	0.93333
10	linear	138.94955	N/A	N/A	0.93333
11	linear	719.68567	N/A	N/A	0.93333
12	linear	3727.59372	N/A	N/A	0.93333
13	linear	19306.97729	N/A	N/A	0.93333
14	linear	100000.0	N/A	N/A	0.93333
15	poly	0.00001	1	0.00001	0.28889
16	poly	0.00001	1	0.00005	0.28889
17	poly	0.00001	1	0.00027	0.28889
18	poly	0.00001	1	0.00139	0.28889
19	poly	0.00001	1	0.00720	0.28889
20	poly	0.00001	1	0.03728	0.28889
21	poly	0.00001	1	0.19307	0.28889
22	poly	0.00001	1	1.0	0.28889
23	poly	0.00001	1	5.17947	0.28889
24	poly	0.00001	1	26.82696	0.28889
25	poly	0.00001	1	138.94955	0.28889
26	poly	0.00001	1	719.68567	0.68889
27	poly	0.00001	1	3727.59372	0.93333
28	poly	0.00001	1	19306.97729	0.95556
29	poly	0.00001	1	100000.0	0.97778
30	poly	0.00001	2	0.00001	0.28889
31	poly	0.00001	2	0.00005	0.28889
32	poly	0.00001	2	0.00027	0.28889
33	poly	0.00001	2	0.00139	0.28889
34	poly	0.00001	2	0.00720	0.28889
35	poly	0.00001	2	0.03728	0.28889
36	poly	0.00001	2	0.19307	0.28889
37	poly	0.00001	2	1.0	0.28889
38	poly	0.00001	2	5.17947	0.86667
39	poly	0.00001	2	26.82696	0.95556
40	poly	0.00001	2	138.94955	0.95556
41	poly	0.00001	2	719.68567	0.93333
42	poly	0.00001	2	3727.59372	0.93333
43	poly	0.00001	2	19306.97729	0.93333
44	poly	0.00001	2	100000.0	0.93333
45	poly	0.00001	3	0.00001	0.28889
46	poly	0.00001	3	0.00005	0.28889
47	poly	0.00001	3	0.00027	0.28889
48	poly	0.00001	3	0.00139	0.28889
49	poly	0.00001	3	0.00720	0.28889
50	poly	0.00001	3	0.03728	0.28889
51	poly	0.00001	3	0.19307	0.28889
52	poly	0.00001	3	1.0	0.93333
53	poly	0.00001	3	5.17947	0.95556
54	poly	0.00001	3	26.82696	0.93333
55	poly	0.00001	3	138.94955	0.93333
56	poly	0.00001	3	719.68567	0.93333
57	poly	0.00001	3	3727.59372	0.93333
58	poly	0.00001	3	19306.97729	0.93333
59	poly	0.00001	3	100000.0	0.93333
60	poly	0.00001	4	0.00001	0.28889
61	poly	0.00001	4	0.00005	0.28889
62	poly	0.00001	4	0.00027	0.28889
63	poly	0.00001	4	0.00139	0.28889
64	poly	0.00001	4	0.00720	0.28889
65	poly	0.00001	4	0.03728	0.28889
66	poly	0.00001	4	0.19307	0.84444
67	poly	0.00001	4	1.0	0.93333
68	poly	0.00001	4	5.17947	0.95556
69	poly	0.00001	4	26.82696	0.95556
70	poly	0.00001	4	138.94955	0.95556
71	poly	0.00001	4	719.68567	0.95556
72	poly	0.00001	4	3727.59372	0.95556
73	poly	0.00001	4	19306.97729	0.95556
74	poly	0.00001	4	100000.0	0.95556
75	poly	0.00001	5	0.00001	0.28889
76	poly	0.00001	5	0.00005	0.28889
77	poly	0.00001	5	0.00027	0.28889
78	poly	0.00001	5	0.00139	0.28889
79	poly	0.00001	5	0.00720	0.28889
80	poly	0.00001	5	0.03728	0.28889
81	poly	0.00001	5	0.19307	0.93333
82	poly	0.00001	5	1.0	0.95556
83	poly	0.00001	5	5.17947	0.95556
84	poly	0.00001	5	26.82696	0.95556
85	poly	0.00001	5	138.94955	0.95556
86	poly	0.00001	5	719.68567	0.95556
87	poly	0.00001	5	3727.59372	0.95556
88	poly	0.00001	5	19306.97729	0.95556
89	poly	0.00001	5	100000.0	0.95556
90	poly	0.00005	1	0.00001	0.28889
91	poly	0.00005	1	0.00005	0.28889
92	poly	0.00005	1	0.00027	0.28889
93	poly	0.00005	1	0.00139	0.28889
94	poly	0.00005	1	0.00720	0.28889
95	poly	0.00005	1	0.03728	0.28889
96	poly	0.00005	1	0.19307	0.28889
97	poly	0.00005	1	1.0	0.28889
98	poly	0.00005	1	5.17947	0.28889
99	poly	0.00005	1	26.82696	0.28889
100	poly	0.00005	1	138.94955	0.68889
101	poly	0.00005	1	719.68567	0.93333
102	poly	0.00005	1	3727.59372	0.95556
103	poly	0.00005	1	19306.97729	0.97778
104	poly	0.00005	1	100000.0	0.95556
105	poly	0.00005	2	0.00001	0.28889
106	poly	0.00005	2	0.00005	0.28889
107	poly	0.00005	2	0.00027	0.28889
108	poly	0.00005	2	0.00139	0.28889
109	poly	0.00005	2	0.00720	0.28889
110	poly	0.00005	2	0.03728	0.28889
111	poly	0.00005	2	0.19307	0.28889
112	poly	0.00005	2	1.0	0.82222
113	poly	0.00005	2	5.17947	0.93333
114	poly	0.00005	2	26.82696	0.95556
115	poly	0.00005	2	138.94955	0.93333
116	poly	0.00005	2	719.68567	0.93333
117	poly	0.00005	2	3727.59372	0.93333
118	poly	0.00005	2	19306.97729	0.93333
119	poly	0.00005	2	100000.0	0.93333
120	poly	0.00005	3	0.00001	0.28889
121	poly	0.00005	3	0.00005	0.28889
122	poly	0.00005	3	0.00027	0.28889
123	poly	0.00005	3	0.00139	0.28889
124	poly	0.00005	3	0.00720	0.28889
125	poly	0.00005	3	0.03728	0.28889
126	poly	0.00005	3	0.19307	0.80000
127	poly	0.00005	3	1.0	0.97778
128	poly	0.00005	3	5.17947	0.93333
129	poly	0.00005	3	26.82696	0.93333
130	poly	0.00005	3	138.94955	0.93333
131	poly	0.00005	3	719.68567	0.93333
132	poly	0.00005	3	3727.59372	0.93333
133	poly	0.00005	3	19306.97729	0.93333
134	poly	0.00005	3	100000.0	0.93333
135	poly	0.00005	4	0.00001	0.28889
136	poly	0.00005	4	0.00005	0.28889
137	poly	0.00005	4	0.00027	0.28889
138	poly	0.00005	4	0.00139	0.28889
139	poly	0.00005	4	0.00720	0.28889
140	poly	0.00005	4	0.03728	0.28889
141	poly	0.00005	4	0.19307	0.93333
142	poly	0.00005	4	1.0	0.95556
143	poly	0.00005	4	5.17947	0.95556
144	poly	0.00005	4	26.82696	0.95556
145	poly	0.00005	4	138.94955	0.95556
146	poly	0.00005	4	719.68567	0.95556
147	poly	0.00005	4	3727.59372	0.95556
148	poly	0.00005	4	19306.97729	0.95556
149	poly	0.00005	4	100000.0	0.95556
150	poly	0.00005	5	0.00001	0.28889
151	poly	0.00005	5	0.00005	0.28889
152	poly	0.00005	5	0.00027	0.28889
153	poly	0.00005	5	0.00139	0.28889
154	poly	0.00005	5	0.00720	0.28889
155	poly	0.00005	5	0.03728	0.28889
156	poly	0.00005	5	0.19307	0.95556
157	poly	0.00005	5	1.0	0.95556
158	poly	0.00005	5	5.17947	0.95556
159	poly	0.00005	5	26.82696	0.95556
160	poly	0.00005	5	138.94955	0.95556
161	poly	0.00005	5	719.68567	0.95556
162	poly	0.00005	5	3727.59372	0.95556
163	poly	0.00005	5	19306.97729	0.95556
164	poly	0.00005	5	100000.0	0.95556
165	poly	0.00027	1	0.00001	0.28889
166	poly	0.00027	1	0.00005	0.28889
167	poly	0.00027	1	0.00027	0.28889
168	poly	0.00027	1	0.00139	0.28889
169	poly	0.00027	1	0.00720	0.28889
170	poly	0.00027	1	0.03728	0.28889
171	poly	0.00027	1	0.19307	0.28889
172	poly	0.00027	1	1.0	0.28889
173	poly	0.00027	1	5.17947	0.28889
174	poly	0.00027	1	26.82696	0.68889
175	poly	0.00027	1	138.94955	0.93333
176	poly	0.00027	1	719.68567	0.95556
177	poly	0.00027	1	3727.59372	0.97778
178	poly	0.00027	1	19306.97729	0.95556
179	poly	0.00027	1	100000.0	0.93333
180	poly	0.00027	2	0.00001	0.28889
181	poly	0.00027	2	0.00005	0.28889
182	poly	0.00027	2	0.00027	0.28889
183	poly	0.00027	2	0.00139	0.28889
184	poly	0.00027	2	0.00720	0.28889
185	poly	0.00027	2	0.03728	0.28889
186	poly	0.00027	2	0.19307	0.28889
187	poly	0.00027	2	1.0	0.86667
188	poly	0.00027	2	5.17947	0.95556
189	poly	0.00027	2	26.82696	0.95556
190	poly	0.00027	2	138.94955	0.93333
191	poly	0.00027	2	719.68567	0.93333
192	poly	0.00027	2	3727.59372	0.93333
193	poly	0.00027	2	19306.97729	0.93333
194	poly	0.00027	2	100000.0	0.93333
195	poly	0.00027	3	0.00001	0.28889
196	poly	0.00027	3	0.00005	0.28889
197	poly	0.00027	3	0.00027	0.28889
198	poly	0.00027	3	0.00139	0.28889
199	poly	0.00027	3	0.00720	0.28889
200	poly	0.00027	3	0.03728	0.28889
201	poly	0.00027	3	0.19307	0.86667
202	poly	0.00027	3	1.0	0.93333
203	poly	0.00027	3	5.17947	0.93333
204	poly	0.00027	3	26.82696	0.93333
205	poly	0.00027	3	138.94955	0.93333
206	poly	0.00027	3	719.68567	0.93333
207	poly	0.00027	3	3727.59372	0.93333
208	poly	0.00027	3	19306.97729	0.93333
209	poly	0.00027	3	100000.0	0.93333
210	poly	0.00027	4	0.00001	0.28889
211	poly	0.00027	4	0.00005	0.28889
212	poly	0.00027	4	0.00027	0.28889
213	poly	0.00027	4	0.00139	0.28889
214	poly	0.00027	4	0.00720	0.28889
215	poly	0.00027	4	0.03728	0.28889
216	poly	0.00027	4	0.19307	0.95556
217	poly	0.00027	4	1.0	0.95556
218	poly	0.00027	4	5.17947	0.95556
219	poly	0.00027	4	26.82696	0.95556
220	poly	0.00027	4	138.94955	0.95556
221	poly	0.00027	4	719.68567	0.95556
222	poly	0.00027	4	3727.59372	0.95556
223	poly	0.00027	4	19306.97729	0.95556
224	poly	0.00027	4	100000.0	0.95556
225	poly	0.00027	5	0.00001	0.28889
226	poly	0.00027	5	0.00005	0.28889
227	poly	0.00027	5	0.00027	0.28889
228	poly	0.00027	5	0.00139	0.28889
229	poly	0.00027	5	0.00720	0.28889
230	poly	0.00027	5	0.03728	0.64444
231	poly	0.00027	5	0.19307	0.93333
232	poly	0.00027	5	1.0	0.95556
233	poly	0.00027	5	5.17947	0.95556
234	poly	0.00027	5	26.82696	0.95556
235	poly	0.00027	5	138.94955	0.95556
236	poly	0.00027	5	719.68567	0.95556
237	poly	0.00027	5	3727.59372	0.95556
238	poly	0.00027	5	19306.97729	0.95556
239	poly	0.00027	5	100000.0	0.95556
240	poly	0.00139	1	0.00001	0.28889
241	poly	0.00139	1	0.00005	0.28889
242	poly	0.00139	1	0.00027	0.28889
243	poly	0.00139	1	0.00139	0.28889
244	poly	0.00139	1	0.00720	0.28889
245	poly	0.00139	1	0.03728	0.28889
246	poly	0.00139	1	0.19307	0.28889
247	poly	0.00139	1	1.0	0.28889
248	poly	0.00139	1	5.17947	0.68889
249	poly	0.00139	1	26.82696	0.93333
250	poly	0.00139	1	138.94955	0.95556
251	poly	0.00139	1	719.68567	0.97778
252	poly	0.00139	1	3727.59372	0.95556
253	poly	0.00139	1	19306.97729	0.93333
254	poly	0.00139	1	100000.0	0.93333
255	poly	0.00139	2	0.00001	0.28889
256	poly	0.00139	2	0.00005	0.28889
257	poly	0.00139	2	0.00027	0.28889
258	poly	0.00139	2	0.00139	0.28889
259	poly	0.00139	2	0.00720	0.28889
260	poly	0.00139	2	0.03728	0.28889
261	poly	0.00139	2	0.19307	0.82222
262	poly	0.00139	2	1.0	0.93333
263	poly	0.00139	2	5.17947	0.95556
264	poly	0.00139	2	26.82696	0.93333
265	poly	0.00139	2	138.94955	0.93333
266	poly	0.00139	2	719.68567	0.93333
267	poly	0.00139	2	3727.59372	0.93333
268	poly	0.00139	2	19306.97729	0.93333
269	poly	0.00139	2	100000.0	0.93333
270	poly	0.00139	3	0.00001	0.28889
271	poly	0.00139	3	0.00005	0.28889
272	poly	0.00139	3	0.00027	0.28889
273	poly	0.00139	3	0.00139	0.28889
274	poly	0.00139	3	0.00720	0.28889
275	poly	0.00139	3	0.03728	0.28889
276	poly	0.00139	3	0.19307	0.93333
277	poly	0.00139	3	1.0	0.95556
278	poly	0.00139	3	5.17947	0.93333
279	poly	0.00139	3	26.82696	0.93333
280	poly	0.00139	3	138.94955	0.93333
281	poly	0.00139	3	719.68567	0.93333
282	poly	0.00139	3	3727.59372	0.93333
283	poly	0.00139	3	19306.97729	0.93333
284	poly	0.00139	3	100000.0	0.93333
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286	poly	0.00139	4	0.00005	0.28889
287	poly	0.00139	4	0.00027	0.28889
288	poly	0.00139	4	0.00139	0.28889
289	poly	0.00139	4	0.00720	0.28889
290	poly	0.00139	4	0.03728	0.77778
291	poly	0.00139	4	0.19307	0.95556
292	poly	0.00139	4	1.0	0.95556
293	poly	0.00139	4	5.17947	0.95556
294	poly	0.00139	4	26.82696	0.95556
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296	poly	0.00139	4	719.68567	0.95556
297	poly	0.00139	4	3727.59372	0.95556
298	poly	0.00139	4	19306.97729	0.95556
299	poly	0.00139	4	100000.0	0.95556
300	poly	0.00139	5	0.00001	0.28889
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307	poly	0.00139	5	1.0	0.95556
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337	poly	0.00720	2	1.0	0.95556
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343	poly	0.00720	2	19306.97729	0.93333
344	poly	0.00720	2	100000.0	0.93333
345	poly	0.00720	3	0.00001	0.28889
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347	poly	0.00720	3	0.00027	0.28889
348	poly	0.00720	3	0.00139	0.28889
349	poly	0.00720	3	0.00720	0.28889
350	poly	0.00720	3	0.03728	0.80000
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352	poly	0.00720	3	1.0	0.93333
353	poly	0.00720	3	5.17947	0.93333
354	poly	0.00720	3	26.82696	0.93333
355	poly	0.00720	3	138.94955	0.93333
356	poly	0.00720	3	719.68567	0.93333
357	poly	0.00720	3	3727.59372	0.93333
358	poly	0.00720	3	19306.97729	0.93333
359	poly	0.00720	3	100000.0	0.93333
360	poly	0.00720	4	0.00001	0.28889
361	poly	0.00720	4	0.00005	0.28889
362	poly	0.00720	4	0.00027	0.28889
363	poly	0.00720	4	0.00139	0.28889
364	poly	0.00720	4	0.00720	0.28889
365	poly	0.00720	4	0.03728	0.84444
366	poly	0.00720	4	0.19307	0.93333
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1081	poly	100000.0	2	0.00005	0.86667
1082	poly	100000.0	2	0.00027	0.95556
1083	poly	100000.0	2	0.00139	0.95556
1084	poly	100000.0	2	0.00720	0.93333
1085	poly	100000.0	2	0.03728	0.93333
1086	poly	100000.0	2	0.19307	0.93333
1087	poly	100000.0	2	1.0	0.93333
1088	poly	100000.0	2	5.17947	0.93333
1089	poly	100000.0	2	26.82696	0.93333
1090	poly	100000.0	2	138.94955	0.93333
1091	poly	100000.0	2	719.68567	0.93333
1092	poly	100000.0	2	3727.59372	0.93333
1093	poly	100000.0	2	19306.97729	0.93333
1094	poly	100000.0	2	100000.0	0.93333
1095	poly	100000.0	3	0.00001	0.28889
1096	poly	100000.0	3	0.00005	0.28889
1097	poly	100000.0	3	0.00027	0.86667
1098	poly	100000.0	3	0.00139	0.93333
1099	poly	100000.0	3	0.00720	0.93333
1100	poly	100000.0	3	0.03728	0.93333
1101	poly	100000.0	3	0.19307	0.93333
1102	poly	100000.0	3	1.0	0.93333
1103	poly	100000.0	3	5.17947	0.93333
1104	poly	100000.0	3	26.82696	0.93333
1105	poly	100000.0	3	138.94955	0.93333
1106	poly	100000.0	3	719.68567	0.93333
1107	poly	100000.0	3	3727.59372	0.93333
1108	poly	100000.0	3	19306.97729	0.93333
1109	poly	100000.0	3	100000.0	0.93333
1110	poly	100000.0	4	0.00001	0.28889
1111	poly	100000.0	4	0.00005	0.28889
1112	poly	100000.0	4	0.00027	0.28889
1113	poly	100000.0	4	0.00139	0.95556
1114	poly	100000.0	4	0.00720	0.95556
1115	poly	100000.0	4	0.03728	0.95556
1116	poly	100000.0	4	0.19307	0.95556
1117	poly	100000.0	4	1.0	0.95556
1118	poly	100000.0	4	5.17947	0.95556
1119	poly	100000.0	4	26.82696	0.95556
1120	poly	100000.0	4	138.94955	0.95556
1121	poly	100000.0	4	719.68567	0.95556
1122	poly	100000.0	4	3727.59372	0.95556
1123	poly	100000.0	4	19306.97729	0.95556
1124	poly	100000.0	4	100000.0	0.95556
1125	poly	100000.0	5	0.00001	0.28889
1126	poly	100000.0	5	0.00005	0.28889
1127	poly	100000.0	5	0.00027	0.28889
1128	poly	100000.0	5	0.00139	0.84444
1129	poly	100000.0	5	0.00720	0.95556
1130	poly	100000.0	5	0.03728	0.95556
1131	poly	100000.0	5	0.19307	0.95556
1132	poly	100000.0	5	1.0	0.95556
1133	poly	100000.0	5	5.17947	0.95556
1134	poly	100000.0	5	26.82696	0.95556
1135	poly	100000.0	5	138.94955	0.95556
1136	poly	100000.0	5	719.68567	0.95556
1137	poly	100000.0	5	3727.59372	0.95556
1138	poly	100000.0	5	19306.97729	0.95556
1139	poly	100000.0	5	100000.0	0.95556
1140	rbf^¥	0.00001	N/A	0.00001	0.28889
1141	rbf^¥	0.00001	N/A	0.00005	0.28889
1142	rbf^¥	0.00001	N/A	0.00027	0.28889
1143	rbf^¥	0.00001	N/A	0.00139	0.28889
1144	rbf^¥	0.00001	N/A	0.00720	0.28889
1145	rbf^¥	0.00001	N/A	0.03728	0.28889
1146	rbf^¥	0.00001	N/A	0.19307	0.28889
1147	rbf^¥	0.00001	N/A	1.0	0.28889
1148	rbf^¥	0.00001	N/A	5.17947	0.28889
1149	rbf^¥	0.00001	N/A	26.82696	0.28889
1150	rbf^¥	0.00001	N/A	138.94955	0.28889
1151	rbf^¥	0.00001	N/A	719.68567	0.28889
1152	rbf^¥	0.00001	N/A	3727.59372	0.28889
1153	rbf^¥	0.00001	N/A	19306.97729	0.28889
1154	rbf^¥	0.00001	N/A	100000.0	0.28889
1155	rbf^¥	0.00005	N/A	0.00001	0.28889
1156	rbf^¥	0.00005	N/A	0.00005	0.28889
1157	rbf^¥	0.00005	N/A	0.00027	0.28889
1158	rbf^¥	0.00005	N/A	0.00139	0.28889
1159	rbf^¥	0.00005	N/A	0.00720	0.28889
1160	rbf^¥	0.00005	N/A	0.03728	0.28889
1161	rbf^¥	0.00005	N/A	0.19307	0.28889
1162	rbf^¥	0.00005	N/A	1.0	0.28889
1163	rbf^¥	0.00005	N/A	5.17947	0.28889
1164	rbf^¥	0.00005	N/A	26.82696	0.28889
1165	rbf^¥	0.00005	N/A	138.94955	0.28889
1166	rbf^¥	0.00005	N/A	719.68567	0.28889
1167	rbf^¥	0.00005	N/A	3727.59372	0.28889
1168	rbf^¥	0.00005	N/A	19306.97729	0.28889
1169	rbf^¥	0.00005	N/A	100000.0	0.28889
1170	rbf^¥	0.00027	N/A	0.00001	0.28889
1171	rbf^¥	0.00027	N/A	0.00005	0.28889
1172	rbf^¥	0.00027	N/A	0.00027	0.28889
1173	rbf^¥	0.00027	N/A	0.00139	0.28889
1174	rbf^¥	0.00027	N/A	0.00720	0.28889
1175	rbf^¥	0.00027	N/A	0.03728	0.28889
1176	rbf^¥	0.00027	N/A	0.19307	0.28889
1177	rbf^¥	0.00027	N/A	1.0	0.28889
1178	rbf^¥	0.00027	N/A	5.17947	0.28889
1179	rbf^¥	0.00027	N/A	26.82696	0.28889
1180	rbf^¥	0.00027	N/A	138.94955	0.28889
1181	rbf^¥	0.00027	N/A	719.68567	0.28889
1182	rbf^¥	0.00027	N/A	3727.59372	0.28889
1183	rbf^¥	0.00027	N/A	19306.97729	0.28889
1184	rbf^¥	0.00027	N/A	100000.0	0.28889
1185	rbf^¥	0.00139	N/A	0.00001	0.28889
1186	rbf^¥	0.00139	N/A	0.00005	0.28889
1187	rbf^¥	0.00139	N/A	0.00027	0.28889
1188	rbf^¥	0.00139	N/A	0.00139	0.28889
1189	rbf^¥	0.00139	N/A	0.00720	0.28889
1190	rbf^¥	0.00139	N/A	0.03728	0.28889
1191	rbf^¥	0.00139	N/A	0.19307	0.28889
1192	rbf^¥	0.00139	N/A	1.0	0.28889
1193	rbf^¥	0.00139	N/A	5.17947	0.28889
1194	rbf^¥	0.00139	N/A	26.82696	0.28889
1195	rbf^¥	0.00139	N/A	138.94955	0.28889
1196	rbf^¥	0.00139	N/A	719.68567	0.28889
1197	rbf^¥	0.00139	N/A	3727.59372	0.28889
1198	rbf^¥	0.00139	N/A	19306.97729	0.28889
1199	rbf^¥	0.00139	N/A	100000.0	0.28889
1200	rbf^¥	0.00720	N/A	0.00001	0.28889
1201	rbf^¥	0.00720	N/A	0.00005	0.28889
1202	rbf^¥	0.00720	N/A	0.00027	0.28889
1203	rbf^¥	0.00720	N/A	0.00139	0.28889
1204	rbf^¥	0.00720	N/A	0.00720	0.28889
1205	rbf^¥	0.00720	N/A	0.03728	0.28889
1206	rbf^¥	0.00720	N/A	0.19307	0.28889
1207	rbf^¥	0.00720	N/A	1.0	0.28889
1208	rbf^¥	0.00720	N/A	5.17947	0.28889
1209	rbf^¥	0.00720	N/A	26.82696	0.28889
1210	rbf^¥	0.00720	N/A	138.94955	0.28889
1211	rbf^¥	0.00720	N/A	719.68567	0.28889
1212	rbf^¥	0.00720	N/A	3727.59372	0.28889
1213	rbf^¥	0.00720	N/A	19306.97729	0.28889
1214	rbf^¥	0.00720	N/A	100000.0	0.28889
1215	rbf^¥	0.03728	N/A	0.00001	0.28889
1216	rbf^¥	0.03728	N/A	0.00005	0.28889
1217	rbf^¥	0.03728	N/A	0.00027	0.28889
1218	rbf^¥	0.03728	N/A	0.00139	0.28889
1219	rbf^¥	0.03728	N/A	0.00720	0.28889
1220	rbf^¥	0.03728	N/A	0.03728	0.28889
1221	rbf^¥	0.03728	N/A	0.19307	0.60000
1222	rbf^¥	0.03728	N/A	1.0	0.68889
1223	rbf^¥	0.03728	N/A	5.17947	0.28889
1224	rbf^¥	0.03728	N/A	26.82696	0.28889
1225	rbf^¥	0.03728	N/A	138.94955	0.28889
1226	rbf^¥	0.03728	N/A	719.68567	0.28889
1227	rbf^¥	0.03728	N/A	3727.59372	0.28889
1228	rbf^¥	0.03728	N/A	19306.97729	0.28889
1229	rbf^¥	0.03728	N/A	100000.0	0.28889
1230	rbf^¥	0.19307	N/A	0.00001	0.28889
1231	rbf^¥	0.19307	N/A	0.00005	0.28889
1232	rbf^¥	0.19307	N/A	0.00027	0.28889
1233	rbf^¥	0.19307	N/A	0.00139	0.28889
1234	rbf^¥	0.19307	N/A	0.00720	0.60000
1235	rbf^¥	0.19307	N/A	0.03728	0.86667
1236	rbf^¥	0.19307	N/A	0.19307	0.93333
1237	rbf^¥	0.19307	N/A	1.0	0.95556
1238	rbf^¥	0.19307	N/A	5.17947	0.91111
1239	rbf^¥	0.19307	N/A	26.82696	0.28889
1240	rbf^¥	0.19307	N/A	138.94955	0.28889
1241	rbf^¥	0.19307	N/A	719.68567	0.28889
1242	rbf^¥	0.19307	N/A	3727.59372	0.28889
1243	rbf^¥	0.19307	N/A	19306.97729	0.28889
1244	rbf^¥	0.19307	N/A	100000.0	0.28889
1245	rbf^¥	1.0	N/A	0.00001	0.28889
1246	rbf^¥	1.0	N/A	0.00005	0.28889
1247	rbf^¥	1.0	N/A	0.00027	0.28889
1248	rbf^¥	1.0	N/A	0.00139	0.60000
1249	rbf^¥	1.0	N/A	0.00720	0.86667
1250	rbf^¥	1.0	N/A	0.03728	0.95556
1251	rbf^¥	1.0	N/A	0.19307	0.97778
1252	rbf^¥	1.0	N/A	1.0	0.95556
1253	rbf^¥	1.0	N/A	5.17947	0.93333
1254	rbf^¥	1.0	N/A	26.82696	0.84444
1255	rbf^¥	1.0	N/A	138.94955	0.44444
1256	rbf^¥	1.0	N/A	719.68567	0.28889
1257	rbf^¥	1.0	N/A	3727.59372	0.28889
1258	rbf^¥	1.0	N/A	19306.97729	0.28889
1259	rbf^¥	1.0	N/A	100000.0	0.28889
1260	rbf^¥	5.17947	N/A	0.00001	0.28889
1261	rbf^¥	5.17947	N/A	0.00005	0.28889
1262	rbf^¥	5.17947	N/A	0.00027	0.60000
1263	rbf^¥	5.17947	N/A	0.00139	0.86667
1264	rbf^¥	5.17947	N/A	0.00720	0.95556
1265	rbf^¥	5.17947	N/A	0.03728	0.97778
1266	rbf^¥	5.17947	N/A	0.19307	0.97778
1267	rbf^¥	5.17947	N/A	1.0	0.93333
1268	rbf^¥	5.17947	N/A	5.17947	0.93333
1269	rbf^¥	5.17947	N/A	26.82696	0.84444
1270	rbf^¥	5.17947	N/A	138.94955	0.44444
1271	rbf^¥	5.17947	N/A	719.68567	0.28889
1272	rbf^¥	5.17947	N/A	3727.59372	0.28889
1273	rbf^¥	5.17947	N/A	19306.97729	0.28889
1274	rbf^¥	5.17947	N/A	100000.0	0.28889
1275	rbf^¥	26.82696	N/A	0.00001	0.28889
1276	rbf^¥	26.82696	N/A	0.00005	0.60000
1277	rbf^¥	26.82696	N/A	0.00027	0.86667
1278	rbf^¥	26.82696	N/A	0.00139	0.95556
1279	rbf^¥	26.82696	N/A	0.00720	0.97778
1280	rbf^¥	26.82696	N/A	0.03728	0.97778
1281	rbf^¥	26.82696	N/A	0.19307	0.93333
1282	rbf^¥	26.82696	N/A	1.0	0.93333
1283	rbf^¥	26.82696	N/A	5.17947	0.93333
1284	rbf^¥	26.82696	N/A	26.82696	0.84444
1285	rbf^¥	26.82696	N/A	138.94955	0.44444
1286	rbf^¥	26.82696	N/A	719.68567	0.28889
1287	rbf^¥	26.82696	N/A	3727.59372	0.28889
1288	rbf^¥	26.82696	N/A	19306.97729	0.28889
1289	rbf^¥	26.82696	N/A	100000.0	0.28889
1290	rbf^¥	138.94955	N/A	0.00001	0.60000
1291	rbf^¥	138.94955	N/A	0.00005	0.86667
1292	rbf^¥	138.94955	N/A	0.00027	0.95556
1293	rbf^¥	138.94955	N/A	0.00139	0.97778
1294	rbf^¥	138.94955	N/A	0.00720	0.97778
1295	rbf^¥	138.94955	N/A	0.03728	0.93333
1296	rbf^¥	138.94955	N/A	0.19307	0.93333
1297	rbf^¥	138.94955	N/A	1.0	0.93333
1298	rbf^¥	138.94955	N/A	5.17947	0.93333
1299	rbf^¥	138.94955	N/A	26.82696	0.84444
1300	rbf^¥	138.94955	N/A	138.94955	0.44444
1301	rbf^¥	138.94955	N/A	719.68567	0.28889
1302	rbf^¥	138.94955	N/A	3727.59372	0.28889
1303	rbf^¥	138.94955	N/A	19306.97729	0.28889
1304	rbf^¥	138.94955	N/A	100000.0	0.28889
1305	rbf^¥	719.68567	N/A	0.00001	0.86667
1306	rbf^¥	719.68567	N/A	0.00005	0.95556
1307	rbf^¥	719.68567	N/A	0.00027	0.97778
1308	rbf^¥	719.68567	N/A	0.00139	0.97778
1309	rbf^¥	719.68567	N/A	0.00720	0.93333
1310	rbf^¥	719.68567	N/A	0.03728	0.93333
1311	rbf^¥	719.68567	N/A	0.19307	0.93333
1312	rbf^¥	719.68567	N/A	1.0	0.93333
1313	rbf^¥	719.68567	N/A	5.17947	0.93333
1314	rbf^¥	719.68567	N/A	26.82696	0.84444
1315	rbf^¥	719.68567	N/A	138.94955	0.44444
1316	rbf^¥	719.68567	N/A	719.68567	0.28889
1317	rbf^¥	719.68567	N/A	3727.59372	0.28889
1318	rbf^¥	719.68567	N/A	19306.97729	0.28889
1319	rbf^¥	719.68567	N/A	100000.0	0.28889
1320	rbf^¥	3727.59372	N/A	0.00001	0.95556
1321	rbf^¥	3727.59372	N/A	0.00005	0.97778
1322	rbf^¥	3727.59372	N/A	0.00027	0.97778
1323	rbf^¥	3727.59372	N/A	0.00139	0.93333
1324	rbf^¥	3727.59372	N/A	0.00720	0.93333
1325	rbf^¥	3727.59372	N/A	0.03728	0.93333
1326	rbf^¥	3727.59372	N/A	0.19307	0.93333
1327	rbf^¥	3727.59372	N/A	1.0	0.93333
1328	rbf^¥	3727.59372	N/A	5.17947	0.93333
1329	rbf^¥	3727.59372	N/A	26.82696	0.84444
1330	rbf^¥	3727.59372	N/A	138.94955	0.44444
1331	rbf^¥	3727.59372	N/A	719.68567	0.28889
1332	rbf^¥	3727.59372	N/A	3727.59372	0.28889
1333	rbf^¥	3727.59372	N/A	19306.97729	0.28889
1334	rbf^¥	3727.59372	N/A	100000.0	0.28889
1335	rbf^¥	19306.97729	N/A	0.00001	0.97778
1336	rbf^¥	19306.97729	N/A	0.00005	0.97778
1337	rbf^¥	19306.97729	N/A	0.00027	0.93333
1338	rbf^¥	19306.97729	N/A	0.00139	0.93333
1339	rbf^¥	19306.97729	N/A	0.00720	0.93333
1340	rbf^¥	19306.97729	N/A	0.03728	0.93333
1341	rbf^¥	19306.97729	N/A	0.19307	0.93333
1342	rbf^¥	19306.97729	N/A	1.0	0.93333
1343	rbf^¥	19306.97729	N/A	5.17947	0.93333
1344	rbf^¥	19306.97729	N/A	26.82696	0.84444
1345	rbf^¥	19306.97729	N/A	138.94955	0.44444
1346	rbf^¥	19306.97729	N/A	719.68567	0.28889
1347	rbf^¥	19306.97729	N/A	3727.59372	0.28889
1348	rbf^¥	19306.97729	N/A	19306.97729	0.28889
1349	rbf^¥	19306.97729	N/A	100000.0	0.28889
1350	rbf^¥	100000.0	N/A	0.00001	0.97778
1351	rbf^¥	100000.0	N/A	0.00005	0.93333
1352	rbf^¥	100000.0	N/A	0.00027	0.93333
1353	rbf^¥	100000.0	N/A	0.00139	0.93333
1354	rbf^¥	100000.0	N/A	0.00720	0.93333
1355	rbf^¥	100000.0	N/A	0.03728	0.93333
1356	rbf^¥	100000.0	N/A	0.19307	0.93333
1357	rbf^¥	100000.0	N/A	1.0	0.93333
1358	rbf^¥	100000.0	N/A	5.17947	0.93333
1359	rbf^¥	100000.0	N/A	26.82696	0.84444
1360	rbf^¥	100000.0	N/A	138.94955	0.44444
1361	rbf^¥	100000.0	N/A	719.68567	0.28889
1362	rbf^¥	100000.0	N/A	3727.59372	0.28889
1363	rbf^¥	100000.0	N/A	19306.97729	0.28889
1364	rbf^¥	100000.0	N/A	100000.0	0.28889
1365	sigmoid	0.00001	N/A	0.00001	0.28889
1366	sigmoid	0.00001	N/A	0.00005	0.28889
1367	sigmoid	0.00001	N/A	0.00027	0.28889
1368	sigmoid	0.00001	N/A	0.00139	0.28889
1369	sigmoid	0.00001	N/A	0.00720	0.28889
1370	sigmoid	0.00001	N/A	0.03728	0.28889
1371	sigmoid	0.00001	N/A	0.19307	0.28889
1372	sigmoid	0.00001	N/A	1.0	0.28889
1373	sigmoid	0.00001	N/A	5.17947	0.28889
1374	sigmoid	0.00001	N/A	26.82696	0.28889
1375	sigmoid	0.00001	N/A	138.94955	0.28889
1376	sigmoid	0.00001	N/A	719.68567	0.28889
1377	sigmoid	0.00001	N/A	3727.59372	0.28889
1378	sigmoid	0.00001	N/A	19306.97729	0.28889
1379	sigmoid	0.00001	N/A	100000.0	0.28889
1380	sigmoid	0.00005	N/A	0.00001	0.28889
1381	sigmoid	0.00005	N/A	0.00005	0.28889
1382	sigmoid	0.00005	N/A	0.00027	0.28889
1383	sigmoid	0.00005	N/A	0.00139	0.28889
1384	sigmoid	0.00005	N/A	0.00720	0.28889
1385	sigmoid	0.00005	N/A	0.03728	0.28889
1386	sigmoid	0.00005	N/A	0.19307	0.28889
1387	sigmoid	0.00005	N/A	1.0	0.28889
1388	sigmoid	0.00005	N/A	5.17947	0.28889
1389	sigmoid	0.00005	N/A	26.82696	0.28889
1390	sigmoid	0.00005	N/A	138.94955	0.28889
1391	sigmoid	0.00005	N/A	719.68567	0.28889
1392	sigmoid	0.00005	N/A	3727.59372	0.28889
1393	sigmoid	0.00005	N/A	19306.97729	0.28889
1394	sigmoid	0.00005	N/A	100000.0	0.28889
1395	sigmoid	0.00027	N/A	0.00001	0.28889
1396	sigmoid	0.00027	N/A	0.00005	0.28889
1397	sigmoid	0.00027	N/A	0.00027	0.28889
1398	sigmoid	0.00027	N/A	0.00139	0.28889
1399	sigmoid	0.00027	N/A	0.00720	0.28889
1400	sigmoid	0.00027	N/A	0.03728	0.28889
1401	sigmoid	0.00027	N/A	0.19307	0.28889
1402	sigmoid	0.00027	N/A	1.0	0.28889
1403	sigmoid	0.00027	N/A	5.17947	0.28889
1404	sigmoid	0.00027	N/A	26.82696	0.28889
1405	sigmoid	0.00027	N/A	138.94955	0.28889
1406	sigmoid	0.00027	N/A	719.68567	0.28889
1407	sigmoid	0.00027	N/A	3727.59372	0.28889
1408	sigmoid	0.00027	N/A	19306.97729	0.28889
1409	sigmoid	0.00027	N/A	100000.0	0.28889
1410	sigmoid	0.00139	N/A	0.00001	0.28889
1411	sigmoid	0.00139	N/A	0.00005	0.28889
1412	sigmoid	0.00139	N/A	0.00027	0.28889
1413	sigmoid	0.00139	N/A	0.00139	0.28889
1414	sigmoid	0.00139	N/A	0.00720	0.28889
1415	sigmoid	0.00139	N/A	0.03728	0.28889
1416	sigmoid	0.00139	N/A	0.19307	0.28889
1417	sigmoid	0.00139	N/A	1.0	0.28889
1418	sigmoid	0.00139	N/A	5.17947	0.28889
1419	sigmoid	0.00139	N/A	26.82696	0.28889
1420	sigmoid	0.00139	N/A	138.94955	0.28889
1421	sigmoid	0.00139	N/A	719.68567	0.28889
1422	sigmoid	0.00139	N/A	3727.59372	0.28889
1423	sigmoid	0.00139	N/A	19306.97729	0.28889
1424	sigmoid	0.00139	N/A	100000.0	0.28889
1425	sigmoid	0.00720	N/A	0.00001	0.28889
1426	sigmoid	0.00720	N/A	0.00005	0.28889
1427	sigmoid	0.00720	N/A	0.00027	0.28889
1428	sigmoid	0.00720	N/A	0.00139	0.28889
1429	sigmoid	0.00720	N/A	0.00720	0.28889
1430	sigmoid	0.00720	N/A	0.03728	0.28889
1431	sigmoid	0.00720	N/A	0.19307	0.28889
1432	sigmoid	0.00720	N/A	1.0	0.28889
1433	sigmoid	0.00720	N/A	5.17947	0.28889
1434	sigmoid	0.00720	N/A	26.82696	0.28889
1435	sigmoid	0.00720	N/A	138.94955	0.28889
1436	sigmoid	0.00720	N/A	719.68567	0.28889
1437	sigmoid	0.00720	N/A	3727.59372	0.28889
1438	sigmoid	0.00720	N/A	19306.97729	0.28889
1439	sigmoid	0.00720	N/A	100000.0	0.28889
1440	sigmoid	0.03728	N/A	0.00001	0.28889
1441	sigmoid	0.03728	N/A	0.00005	0.28889
1442	sigmoid	0.03728	N/A	0.00027	0.28889
1443	sigmoid	0.03728	N/A	0.00139	0.28889
1444	sigmoid	0.03728	N/A	0.00720	0.28889
1445	sigmoid	0.03728	N/A	0.03728	0.28889
1446	sigmoid	0.03728	N/A	0.19307	0.28889
1447	sigmoid	0.03728	N/A	1.0	0.28889
1448	sigmoid	0.03728	N/A	5.17947	0.28889
1449	sigmoid	0.03728	N/A	26.82696	0.28889
1450	sigmoid	0.03728	N/A	138.94955	0.28889
1451	sigmoid	0.03728	N/A	719.68567	0.28889
1452	sigmoid	0.03728	N/A	3727.59372	0.28889
1453	sigmoid	0.03728	N/A	19306.97729	0.28889
1454	sigmoid	0.03728	N/A	100000.0	0.28889
1455	sigmoid	0.19307	N/A	0.00001	0.28889
1456	sigmoid	0.19307	N/A	0.00005	0.28889
1457	sigmoid	0.19307	N/A	0.00027	0.28889
1458	sigmoid	0.19307	N/A	0.00139	0.28889
1459	sigmoid	0.19307	N/A	0.00720	0.28889
1460	sigmoid	0.19307	N/A	0.03728	0.28889
1461	sigmoid	0.19307	N/A	0.19307	0.28889
1462	sigmoid	0.19307	N/A	1.0	0.28889
1463	sigmoid	0.19307	N/A	5.17947	0.28889
1464	sigmoid	0.19307	N/A	26.82696	0.28889
1465	sigmoid	0.19307	N/A	138.94955	0.28889
1466	sigmoid	0.19307	N/A	719.68567	0.28889
1467	sigmoid	0.19307	N/A	3727.59372	0.28889
1468	sigmoid	0.19307	N/A	19306.97729	0.28889
1469	sigmoid	0.19307	N/A	100000.0	0.28889
1470	sigmoid	1.0	N/A	0.00001	0.28889
1471	sigmoid	1.0	N/A	0.00005	0.28889
1472	sigmoid	1.0	N/A	0.00027	0.28889
1473	sigmoid	1.0	N/A	0.00139	0.28889
1474	sigmoid	1.0	N/A	0.00720	0.60000
1475	sigmoid	1.0	N/A	0.03728	0.33333
1476	sigmoid	1.0	N/A	0.19307	0.28889
1477	sigmoid	1.0	N/A	1.0	0.28889
1478	sigmoid	1.0	N/A	5.17947	0.28889
1479	sigmoid	1.0	N/A	26.82696	0.28889
1480	sigmoid	1.0	N/A	138.94955	0.28889
1481	sigmoid	1.0	N/A	719.68567	0.28889
1482	sigmoid	1.0	N/A	3727.59372	0.28889
1483	sigmoid	1.0	N/A	19306.97729	0.28889
1484	sigmoid	1.0	N/A	100000.0	0.28889
1485	sigmoid	5.17947	N/A	0.00001	0.28889
1486	sigmoid	5.17947	N/A	0.00005	0.28889
1487	sigmoid	5.17947	N/A	0.00027	0.28889
1488	sigmoid	5.17947	N/A	0.00139	0.66667
1489	sigmoid	5.17947	N/A	0.00720	0.93333
1490	sigmoid	5.17947	N/A	0.03728	0.11111
1491	sigmoid	5.17947	N/A	0.19307	0.28889
1492	sigmoid	5.17947	N/A	1.0	0.28889
1493	sigmoid	5.17947	N/A	5.17947	0.28889
1494	sigmoid	5.17947	N/A	26.82696	0.28889
1495	sigmoid	5.17947	N/A	138.94955	0.28889
1496	sigmoid	5.17947	N/A	719.68567	0.28889
1497	sigmoid	5.17947	N/A	3727.59372	0.28889
1498	sigmoid	5.17947	N/A	19306.97729	0.28889
1499	sigmoid	5.17947	N/A	100000.0	0.28889
1500	sigmoid	26.82696	N/A	0.00001	0.28889
1501	sigmoid	26.82696	N/A	0.00005	0.28889
1502	sigmoid	26.82696	N/A	0.00027	0.68889
1503	sigmoid	26.82696	N/A	0.00139	0.93333
1504	sigmoid	26.82696	N/A	0.00720	0.95556
1505	sigmoid	26.82696	N/A	0.03728	0.06667
1506	sigmoid	26.82696	N/A	0.19307	0.28889
1507	sigmoid	26.82696	N/A	1.0	0.28889
1508	sigmoid	26.82696	N/A	5.17947	0.28889
1509	sigmoid	26.82696	N/A	26.82696	0.28889
1510	sigmoid	26.82696	N/A	138.94955	0.28889
1511	sigmoid	26.82696	N/A	719.68567	0.28889
1512	sigmoid	26.82696	N/A	3727.59372	0.28889
1513	sigmoid	26.82696	N/A	19306.97729	0.28889
1514	sigmoid	26.82696	N/A	100000.0	0.28889
1515	sigmoid	138.94955	N/A	0.00001	0.28889
1516	sigmoid	138.94955	N/A	0.00005	0.68889
1517	sigmoid	138.94955	N/A	0.00027	0.93333
1518	sigmoid	138.94955	N/A	0.00139	0.95556
1519	sigmoid	138.94955	N/A	0.00720	0.95556
1520	sigmoid	138.94955	N/A	0.03728	0.06667
1521	sigmoid	138.94955	N/A	0.19307	0.28889
1522	sigmoid	138.94955	N/A	1.0	0.28889
1523	sigmoid	138.94955	N/A	5.17947	0.28889
1524	sigmoid	138.94955	N/A	26.82696	0.28889
1525	sigmoid	138.94955	N/A	138.94955	0.28889
1526	sigmoid	138.94955	N/A	719.68567	0.28889
1527	sigmoid	138.94955	N/A	3727.59372	0.28889
1528	sigmoid	138.94955	N/A	19306.97729	0.28889
1529	sigmoid	138.94955	N/A	100000.0	0.28889
1530	sigmoid	719.68567	N/A	0.00001	0.68889
1531	sigmoid	719.68567	N/A	0.00005	0.93333
1532	sigmoid	719.68567	N/A	0.00027	0.95556
1533	sigmoid	719.68567	N/A	0.00139	0.97778
1534	sigmoid	719.68567	N/A	0.00720	0.95556
1535	sigmoid	719.68567	N/A	0.03728	0.06667
1536	sigmoid	719.68567	N/A	0.19307	0.28889
1537	sigmoid	719.68567	N/A	1.0	0.28889
1538	sigmoid	719.68567	N/A	5.17947	0.28889
1539	sigmoid	719.68567	N/A	26.82696	0.28889
1540	sigmoid	719.68567	N/A	138.94955	0.28889
1541	sigmoid	719.68567	N/A	719.68567	0.28889
1542	sigmoid	719.68567	N/A	3727.59372	0.28889
1543	sigmoid	719.68567	N/A	19306.97729	0.28889
1544	sigmoid	719.68567	N/A	100000.0	0.28889
1545	sigmoid	3727.59372	N/A	0.00001	0.93333
1546	sigmoid	3727.59372	N/A	0.00005	0.95556
1547	sigmoid	3727.59372	N/A	0.00027	0.97778
1548	sigmoid	3727.59372	N/A	0.00139	0.95556
1549	sigmoid	3727.59372	N/A	0.00720	0.93333
1550	sigmoid	3727.59372	N/A	0.03728	0.06667
1551	sigmoid	3727.59372	N/A	0.19307	0.28889
1552	sigmoid	3727.59372	N/A	1.0	0.28889
1553	sigmoid	3727.59372	N/A	5.17947	0.28889
1554	sigmoid	3727.59372	N/A	26.82696	0.28889
1555	sigmoid	3727.59372	N/A	138.94955	0.28889
1556	sigmoid	3727.59372	N/A	719.68567	0.28889
1557	sigmoid	3727.59372	N/A	3727.59372	0.28889
1558	sigmoid	3727.59372	N/A	19306.97729	0.28889
1559	sigmoid	3727.59372	N/A	100000.0	0.28889
1560	sigmoid	19306.97729	N/A	0.00001	0.95556
1561	sigmoid	19306.97729	N/A	0.00005	0.97778
1562	sigmoid	19306.97729	N/A	0.00027	0.95556
1563	sigmoid	19306.97729	N/A	0.00139	0.93333
1564	sigmoid	19306.97729	N/A	0.00720	0.93333
1565	sigmoid	19306.97729	N/A	0.03728	0.06667
1566	sigmoid	19306.97729	N/A	0.19307	0.08889
1567	sigmoid	19306.97729	N/A	1.0	0.28889
1568	sigmoid	19306.97729	N/A	5.17947	0.28889
1569	sigmoid	19306.97729	N/A	26.82696	0.28889
1570	sigmoid	19306.97729	N/A	138.94955	0.28889
1571	sigmoid	19306.97729	N/A	719.68567	0.28889
1572	sigmoid	19306.97729	N/A	3727.59372	0.28889
1573	sigmoid	19306.97729	N/A	19306.97729	0.28889
1574	sigmoid	19306.97729	N/A	100000.0	0.28889
1575	sigmoid	100000.0	N/A	0.00001	0.97778
1576	sigmoid	100000.0	N/A	0.00005	0.95556
1577	sigmoid	100000.0	N/A	0.00027	0.93333
1578	sigmoid	100000.0	N/A	0.00139	0.93333
1579	sigmoid	100000.0	N/A	0.00720	0.93333
1580	sigmoid	100000.0	N/A	0.03728	0.06667
1581	sigmoid	100000.0	N/A	0.19307	0.11111
1582	sigmoid	100000.0	N/A	1.0	0.28889
1583	sigmoid	100000.0	N/A	5.17947	0.28889
1584	sigmoid	100000.0	N/A	26.82696	0.28889
1585	sigmoid	100000.0	N/A	138.94955	0.28889
1586	sigmoid	100000.0	N/A	719.68567	0.28889
1587	sigmoid	100000.0	N/A	3727.59372	0.28889
1588	sigmoid	100000.0	N/A	19306.97729	0.28889
1589	sigmoid	100000.0	N/A	100000.0	0.28889

Note(s):

For these results, it was used the Support Vector Classifier (SVC) from SciKit-Learn library. For more information, see the following link:

https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html

Footnote(s):

¥ - The 'rbf' kernel stands for Radial Basis Function (RBF) kernel.
§ - This hyperparameter represents the Regularization Factor/Parameter.
† - This hyperparameter represents the Polynomial Degree for 'poly' kernel.
‡ - This hyperparameter represents the (non-linear) Kernel Coefficient for 'rbf', 'poly', and 'sigmoid' kernels. This hyperparameter is also denoted by the Greek letter γ.
¶ - The higher Accuracy values are highlighted in green and the lowest Accuracy values are highlighted in red.

License

MIT

Categories:

experimental-results

Tags:

artificial-intelligence, computer-science, classical-support-vector-machine, support-vector-machine, classical-machine-learning, machine-learning, supervised-learning, training, classification, iris-dataset, and intermediate

Experimental Results for (Classical) Support Vector Machine (SVM) on IRIS Dataset

Preface

Experimental Results

License

Categories:

experimental-results

Tags:

artificial-intelligence, computer-science, classical-support-vector-machine, support-vector-machine, classical-machine-learning, machine-learning, supervised-learning, training, classification, iris-dataset, and intermediate

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