Dynamic artificial bee colony algorithm for multi-parameters optimization of support vector machine-based soft-margin classifier

Yan, Yiming; Zhang, Ye; Gao, Fengjiao

doi:10.1186/1687-6180-2012-160

EURASIP Journal on Advances in Signal Processing

Table 9 The initial colony of dataset 4

From: Dynamic artificial bee colony algorithm for multi-parameters optimization of support vector machine-based soft-margin classifier

EB1	EB2	EB3	EB4	EB5	EB6	EB7	EB8	EB9	EB10
17.42152	39.15469	83.15484	80.3561	6.141071	39.98585	52.7349	41.73827	65.7203	62.83454
291.9912	431.6569	15.49697	984.0639	167.1767	106.2253	372.416	198.1264	489.6927	339.5
0.95163	0.920332	0.052677	0.737858	0.269119	0.422836	0.547871	0.942737	0.417744	0.983052
0.301455	0.701099	0.666339	0.539126	0.698106	0.666528	0.178132	0.128014	0.99908	0.171121
0.032601	0.5612	0.881867	0.669175	0.190433	0.368917	0.460726	0.981638	0.156405	0.855523
0.644765	0.376272	0.190924	0.428253	0.482022	0.120612	0.589507	0.226188	0.384619	0.582986
0.251806	0.290441	0.617091	0.265281	0.824376	0.982663	0.730249	0.343877	0.584069	0.107769
0.906308	0.879654	0.817761	0.260728	0.594356	0.022513	0.425259	0.312719	0.161485	0.178766
0.422886	0.094229	0.598524	0.470924	0.695949	0.699888	0.638531	0.033604	0.068806	0.3196
0.530864	0.654446	0.407619	0.819981	0.718359	0.968649	0.531334	0.325146	0.105629	0.610959
0.778802	0.423453	0.090823	0.266471	0.153657	0.281005	0.440085	0.527143	0.457424	0.875372
0.518052	0.943623	0.637709	0.957694	0.240707	0.676122	0.289065	0.671808	0.69514	0.067993
0.25479	0.22404	0.667833	0.844392	0.344462	0.78052	0.675332	0.006715	0.60217	0.386771
0.915991	0.001151	0.462449	0.424349	0.460916	0.77016	0.322472	0.784739	0.471357	0.035763
0.175874	0.721758	0.473486	0.152721	0.341125	0.607389	0.191745	0.738427	0.24285	0.917424
0.269062	0.7655	0.188662	0.287498	0.091113	0.576209	0.683363	0.546593	0.425729	0.644443
0.647618	0.679017	0.635787	0.945174	0.208935	0.709282	0.236231	0.119396	0.607304	0.450138
0.458725	0.661945	0.770286	0.350218	0.66201	0.416159	0.841929	0.832917	0.256441	0.613461
0.582249	0.540739	0.869941	0.264779	0.318074	0.119215	0.939829	0.645552	0.479463	0.639317
0.544716	0.647311	0.543886	0.721047	0.522495	0.993705	0.218677	0.105798	0.109697	0.063591
0.40458	0.448373	0.365816	0.763505	0.627896	0.77198	0.932854	0.972741	0.192028	0.138874
0.696266	0.09382	0.525404	0.530344	0.86114	0.484853	0.393456	0.671431	0.741258	0.520052
0.347713	0.149997	0.586092	0.262145	0.044454	0.754933	0.242785	0.442402	0.687796	0.359228
0.73634	0.394707	0.683416	0.704047	0.442305	0.019578	0.330858	0.424309	0.27027	0.197054
0.821721	0.429921	0.887771	0.391183	0.769114	0.396792	0.808514	0.755077	0.377396	0.216019
0.790407	0.949304	0.327565	0.671264	0.438645	0.833501	0.768854	0.167254	0.86198	0.989872
0.514423	0.884281	0.588026	0.154752	0.199863	0.406955	0.748706	0.825584	0.789963	0.318524
0.534064	0.089951	0.111706	0.136293	0.678652	0.495177	0.18971	0.495006	0.147608	0.054974
0.850713	0.56056	0.929609	0.696667	0.582791	0.815397	0.879014	0.988912	0.000522	0.865439
0.612566	0.98995	0.52768	0.479523	0.801348	0.227843	0.498094	0.900852	0.574661	0.845178
0.73864	0.585987	0.246735	0.666416	0.083483	0.62596	0.660945	0.729752	0.890752	0.982303
0.769029	0.581446	0.928313	0.58009	0.016983	0.12086	0.862711	0.484297	0.844856	0.209405
0.552291	0.629883	0.031991	0.614713	0.362411	0.049533	0.48957	0.19251	0.123084	0.205494
0.146515	0.189072	0.042652	0.635198	0.281867	0.538597	0.695163	0.499116	0.535801	0.445183
0.123932	0.490357	0.852998	0.873927	0.270294	0.208461	0.56498	0.640312	0.417029	0.205976
0.947933	0.082071	0.105709	0.142041	0.16646	0.620959	0.57371	0.052078	0.931201	0.728662
0.737842	0.063405	0.860441	0.934405	0.984398	0.858939	0.785559	0.513377	0.177602	0.398589
0.133931	0.03089	0.939142	0.301306	0.295534	0.332936	0.467068	0.648198	0.025228	0.842207
0.559033	0.8541	0.347879	0.446027	0.054239	0.177108	0.662808	0.330829	0.898486	0.118155
0.988418	0.539982	0.706917	0.999492	0.287849	0.414523	0.46484	0.763957	0.818204	0.100222
0.178117	0.359635	0.056705	0.521886	0.335849	0.175669	0.208947	0.905154	0.675391	0.468468
0.912132	0.104012	0.745546	0.736267	0.561861	0.184194	0.597211	0.299937	0.134123	0.212602
0.894942	0.071453	0.242487	0.053754	0.441722	0.013283	0.897191	0.196658	0.093371	0.307367
0.456058	0.101669	0.99539	0.332093	0.297347	0.062045	0.298244	0.046351	0.505428	0.761426
0.63107	0.089892	0.080862	0.777241	0.905135	0.533772	0.109154	0.825809	0.338098	0.293973
0.746313	0.010337	0.048447	0.667916	0.603468	0.526102	0.729709	0.707253	0.781377	0.287977
0.692532	0.55667	0.396521	0.061591	0.780176	0.337584	0.607866	0.741254	0.104813	0.127888
0.54954	0.485229	0.890476	0.79896	0.734341	0.051332	0.072885	0.088527	0.798351	0.943008
0.683716	0.132083	0.722725	0.110353	0.117493	0.640718	0.328814	0.653812	0.749131	0.583186
0.740032	0.234827	0.734958	0.970599	0.86693	0.086235	0.366437	0.369199	0.685028	0.597942
0.789364	0.367653	0.206028	0.086667	0.771934	0.205675	0.388272	0.551779	0.228953	0.641941
0.48448	0.151846	0.781932	0.100606	0.294066	0.237373	0.530872	0.091499	0.405315	0.104846

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