data4_x.dat

This is a support vector machine program developed based on quadprog. Polynomial and RBF kernel are

12.046	7.9343
11.126	7.7588
11.889	8.2736
11.974	8.2321
7.761	12.664
8.1435	11.892
3.4467	7.9787
11.568	7.7867
7.5729	3.2367
3.7279	8.4548
8.4599	12.699
12.178	8.2552
8.4724	3.994
11.308	7.6096
4.0476	7.7666
8.7211	12.08
4.1848	7.8401
8.4051	3.7665
3.3541	7.9881
8.1639	12.67
8.5033	12.446
12.453	8.6925
12.028	8.0351
7.9083	11.977
8.2103	4.6786
8.0553	4.3251
12.695	7.589
8.0455	4.607
3.5875	7.9846
7.8445	4.11
7.9108	12.461
12.293	6.9883
8.0177	3.7671
8.1755	11.234
9.0358	12.119
8.4483	11.74
8.3116	11.645
4.5595	7.7359
4.6372	7.6985
12.265	7.6298
11.687	8.5504
7.7214	12.864
8.1688	11.991
4.3367	8.292
7.8117	11.939
3.8815	8.6424
8.0976	4.6083
11.905	7.6046
11.697	8.5793
11.998	8.1673
7.2041	12.402
8.8702	12.46
11.82	8.1209
8.4193	12.192
7.537	11.971
11.891	8.2038
12.32	7.6852
7.6061	11.549
3.9405	7.9653
11.998	7.7718
8.1142	3.9837
7.9074	4.1492
7.852	4.2476
7.8006	3.503
7.9443	4.0485
3.7783	7.9134
7.2313	11.564
4.406	8.0989
8.185	4.3158
8.5137	12.503
7.9106	4.7448
12.18	7.9475
11.545	8.2984
11.661	8.1465
3.8528	8.3585
8.347	4.1288
3.7528	8.2999
3.9169	8.3478
12.286	8.323
8.4262	12.422
4.0515	8.2144
11.922	8.1873
7.9692	4.2499
7.7933	4.4034
3.5991	8.0311
12.32	7.8463
2.8314	7.4051
8.0238	11.58
8.3152	4.0883
3.8719	8.621
11.607	8.5141
7.8775	12.238
8.1333	3.78
8.5189	12.555
7.9386	11.035
8.1518	4.1285
8.6339	12.196
7.9567	12.014
7.6394	12.043
7.7481	12.159
8.4027	4.2598
11.548	7.8259
8.2604	12.183
3.3442	8.7695
12.316	8.3359
12.001	7.8063
7.877	4.3987
7.5942	12.059
8.012	12.402
11.432	7.691
4.0767	7.3687
11.68	7.7971
11.342	7.5518
4.3648	7.8276
8.5284	11.975
7.4573	5.006
4.1471	8.0757
7.8519	3.7336
3.3528	8.1476
3.4778	7.9283
8.2775	12.344
8.9035	12.63
3.7002	8.7155
7.634	3.8013
8.1638	4.3737
13.118	8.3468
11.987	8.2007
7.4771	12.222
12.205	7.3001
2.928	7.5628
8.3122	3.8038
11.209	7.2576
7.8013	12.017
7.786	11.769
7.9739	11.522
4.5263	7.7405
4.5901	7.4395
11.449	7.7584
7.4701	3.9628
7.8659	4.2415
7.3886	4.4495
12.018	8.1896
7.1527	3.9318
7.8262	4.229
12.142	8.193
3.3247	8.3297
4.0915	8.087
12.059	7.6879
7.6175	12.014
7.6447	4.0224
8.1001	3.3833
7.7361	4.1138
8.0866	4.2004
7.7885	12.11
7.681	3.6507
11.479	8.951
4.7105	7.401
8.0221	4.0929
12.302	7.7334
11.783	7.9948
8.2827	11.141
4.1375	8.4729
12.223	8.7024
7.6932	11.982
12.412	8.2711
7.9563	11.921
11.776	8.4348
3.5775	8.3144
12.211	7.7173
7.932	3.8049
7.5911	12.785
8.187	4.3446
8.2807	12.341
11.481	7.9576
8.426	4.5679
7.626	4.917
3.9789	6.9807
8.2044	12.34
7.9443	11.951
7.4457	4.1123
8.3195	12.253
12.282	8.0256
8.2719	4.5491
11.662	7.7956
4.0656	7.47
7.7602	4.0669
7.8659	3.1847
7.9239	3.3603
8.7641	3.4443
8.1092	11.742
8.3992	4.3605
8.3821	11.566
4.3051	7.6288
12.065	8.365
7.4091	12.4
7.9173	3.5922
8.3062	4.4135
3.869	8.2622
7.8537	4.0283
3.2222	7.4071
8.4332	3.4669
8.3206	11.451
7.9488	12.337
7.5408	3.7791
12.312	8.1897
7.6943	3.7597
4.5523	7.7208
8.3392	3.6573
7.2978	3.548
3.2095	8.3093
9.4731	3.8845
7.8656	4.3972
8.1542	11.751
4.1563	8.0374
11.789	7.969
7.9303	3.4679
8.6299	3.8498
8.2487	3.6651
8.2798	12.305
8.3711	12.138
8.4836	3.6517
7.8387	11.984
11.732	8.1675
7.8697	11.591
3.8105	8.0929
3.9072	7.9485
4.2696	8.0029
7.7512	3.8624
3.5491	7.8516
8.1175	3.3685
8.2468	12.45
8.6856	3.5764
9.1114	4.2832
4.2523	7.1499
11.721	7.6606
7.8494	11.193
12.764	8.6785
8.2988	4.2889
3.822	7.3701
8.3952	3.5701
8.4917	3.7145
4.4627	8.3961
11.912	7.963
7.7684	4.3002
7.7884	12.165
8.2726	12.115
11.98	8.0566
7.7289	12.094
8.9013	3.9962
8.0761	4.044
4.0709	8.3409
12.716	8.5759
9.3559	12.178
12.409	7.5835
11.752	7.8208
7.6636	12.193
8.4135	12.168
11.657	8.381
11.946	7.9618
8.3669	11.973
7.4537	12.091
3.5538	8.4961
8.3253	12.388
11.324	8.2903
4.1734	7.7519
12.09	7.4912
4.2476	7.6543
7.6883	11.864
3.899	8.1182
8.0523	4.102
12.871	7.9405
12.103	8.2692
8.258	3.845
11.973	7.5772
8.4952	4.7026
8.0629	11.478
7.6238	4.8188
7.8724	3.8649
12.109	8.2133
7.9325	3.7879
4.2068	7.4515
4.0689	8.0533
8.2829	4.0696
7.9089	3.9127
4.1606	8.2651
8.3876	12.052
8.1113	11.567
7.4501	4.1373
11.965	7.9445
8.0567	12.189
12.041	7.8916
8.317	12.15
11.654	7.8253
12.228	7.9528
3.7892	7.4987
7.8581	12.244
4.2631	8.5327
7.7266	3.8704
11.687	7.7593
8.1979	11.6
7.7883	3.6942
3.2625	7.3112
7.4214	3.9614
4.4533	7.3131
8.3505	12.532
4.2911	8.3165
4.3432	7.5873
4.0921	8.6386
11.148	7.6512
11.49	7.7921
7.7799	12.027
8.3843	11.966
4.6256	7.6641
11.727	7.8359
8.0827	4.0451
11.785	7.9552
4.094	8.363
7.9473	11.611
6.7387	12.414
3.7692	8.3498
8.5116	12.499
12.063	7.7132
8.4359	3.3433
7.9796	3.5589
4.7527	8.3825
8.1123	3.9359
7.4756	4.368
3.5516	7.6498
8.5088	11.823
3.7944	8.1048
4.0687	8.3409
4.3212	8.8301
7.7507	11.716
8.7842	3.9191
11.889	8.4029
4.1602	7.7328
4.3458	8.5611
4.0367	7.8272
8.2356	11.455
8.0656	12.666
8.534	12.236
4.3249	8.4038
7.5744	11.828
8.6158	4.1414
8.0534	3.4382
3.5702	7.8429
4.1591	7.3708
4.1597	7.464
7.7148	12.187
3.4792	8.2496
3.9218	8.4348
11.482	8.1749
12.623	8.6463
7.5987	4.815
3.7668	7.9938
3.4916	8.0169
7.5897	12.613
8.5216	12.178
7.7236	11.972
12.333	8.1194
12.717	7.0153
12.234	8.7751
7.7737	4.3295
7.9573	3.676
3.612	8.1737
12.883	8.0468
3.8104	8.6263
8.133	12.21
3.0472	8.6074
8.1001	3.7368
11.997	7.7672
11.873	8.094
8.1301	3.9605
8.0731	3.9459
7.6965	11.245
3.711	7.4044
8.0066	4.0593
7.7059	4.3816
11.811	8.9173
11.802	7.9419
7.7718	4.0288
11.285	8.2856
3.4542	8.4978
7.7441	4.1984
4.5357	8.2232
8.1289	3.224
8.0174	12.974
12.594	8.1388
8.1337	11.61
12.217	8.1862
7.7681	11.96
4.2553	7.8878
7.6062	12.165
8.2188	4.1187
11.548	8.4622
12.415	7.6087
3.5287	7.5372
3.556	7.9781
7.8159	4.4555
12.127	8.3089
8.2043	12.029
7.6611	4.7585
8.3492	3.5554
8.0842	4.0204
8.756	11.747
7.4742	3.557
7.6146	11.901
11.572	8.0241
8.0239	12.811
8.3946	3.8671
8.9591	4.2704
4.0958	7.6775
4.0307	8.002
3.5909	8.3513
4.088	7.6392
3.8423	8.0068
8.1238	11.853
12.162	7.859
8.5829	12.123
7.9088	4.1316
11.904	7.6847
3.563	7.6106
3.7313	7.9914
7.9564	4.1353
12.421	8.0065
4.1888	7.7078
8.8116	12.062
8.4011	12.848
3.7791	7.9537
4.3211	8.5154
4.3263	8.4848
7.7875	11.343
3.9645	7.8435
3.8672	8.5891
7.8628	11.754
3.2966	8.3405
7.4615	11.743
7.5129	4.3615
3.6043	7.8946
8.1761	11.988
12.418	9.3831
7.5303	3.4888
11.551	8.4035
7.482	4.4826
11.323	7.7655
7.7194	11.039
4.1546	8.5582
12.111	8.0391
12.247	7.5575
7.6691	12.04
7.3919	3.3302
12.142	8.3184
8.0993	12.119
4.0505	8.1897
11.573	8.4747
11.326	7.0951
4.5138	7.5247
3.6951	8.3664
7.5301	12.424
8.1465	3.9483
8.1556	4.1453
3.8816	8.1922
12	8.3492
7.74	12.246
3.2904	7.9658
7.8858	3.8647
4.3443	7.8696
7.7802	11.463
3.6765	7.3056
4.3612	8.2578
7.6445	12.589
3.6164	7.6731
7.7154	3.316
11.3	7.7851
3.8707	8.0007
4.9103	7.5926
7.997	12.057
8.2581	12.168
12.085	7.9922
8.7802	12.37
8.5453	12.124
3.8899	8.6857
7.8652	3.8694
12.192	7.1365
7.8186	11.537
7.8178	4.2094
8.3371	4.1045
3.5225	8.1456
8.372	3.9251
11.706	8.8382
7.6133	12.405
3.5682	7.9754
11.514	8.4178
8.1972	3.6659
3.9211	7.8566
4.3411	7.6934
3.9934	8.1818
3.509	8.8327
7.8795	12.134
8.5504	3.8105
7.4697	6.9281
12.225	3.4551
11.743	3.7956
12.243	4.0653
12.207	3.4748
8.4995	7.4163
3.5622	4.6319
3.6904	3.7557
8.1458	7.2163
11.553	12.621
11.732	12.026
11.966	4.1841
3.8839	4.0358
12.305	11.984
11.718	4.1985
4.2034	11.654
11.761	12.424
3.6134	11.785
12.664	11.539
3.9619	4.0642
3.9353	3.9329
11.752	12.465
7.8372	7.4662
12.421	11.738
3.7116	12.225
3.6409	12.213
11.837	4.1919
3.3647	3.7674
4.125	3.7843
3.7335	4.3924
8.8954	8.4504
12.326	12.687
7.5882	8.2683
12.802	11.54
8.0084	7.8737
7.7429	8.0779
7.698	8.3659
8.052	7.7735
11.971	12.101
4.3564	3.7012
12.032	3.9927
4.0561	3.8354
3.5063	12.133
3.675	11.37
11.821	11.732
8.655	8.2097
7.2907	8.0481
3.5836	3.6737
3.8363	12.092
3.8976	12.086
11.853	4.0885
3.453	4.1144
8.9987	8.363
4.4127	11.901
3.2082	11.895
11.954	11.568
12.722	12.254
12.206	3.4787
4.1432	11.474
4.2158	12.656
3.9519	3.988
11.614	12.01
8.3073	7.6988
4.9341	12.026
11.423	4.1739
8.1213	8.5516
12.233	12.246
12.402	4.0531
4.0436	11.998
12.278	4.4733
4.8442	12.198
4.0571	12.214
11.441	3.8032
7.3103	7.6952
3.6819	11.844
12.26	11.983
12.259	2.7572
8.3135	8.3899
7.8433	8.7639
7.3487	7.888
4.4154	12.254
8.0867	7.9235
3.8057	12.364
8.3662	8.4065
4.2556	4.1902
3.7729	12.163
12.229	12.581
12.108	11.497
3.9968	11.844
7.1434	8.117
3.5916	4.6766
3.76	12.161
12.448	4.4314
4.0394	4.624
8.0841	7.9254
11.7	11.553
3.4888	11.987
12.237	12.824
12.261	12.362
3.7315	4.2454
11.681	4.6657
7.6894	8.6382
11.898	4.4098
8.3834	7.9676
4.0932	4.5657
7.4515	8.0666
4.0272	11.828
12.431	10.48
4.1174	11.72
4.2248	11.857
8.4719	6.9516
3.8448	12.066
11.932	11.715
3.928	4.2516
12.004	12.644
11.951	12.288
4.0333	11.923
12.473	3.3045
11.502	11.492
7.6868	7.5608
3.7704	12.675
7.8474	7.6689
11.666	11.944
3.4236	3.9049
7.9305	8.357
11.795	4.129
12.011	11.403
11.821	4.5258
4.1186	11.322
3.6534	4.4246
11.516	3.8737
7.9956	7.8577
8.478	7.8153
7.6104	8.6428
3.9698	12.472
4.3201	3.7957
11.872	11.912
4.347	11.382
3.9309	11.795
12.561	12.34
3.1168	12.12
11.463	3.6793
11.884	4.2032
4.1951	11.408
8.3912	8.1239
4.4144	3.8879
4.5073	3.3276
12.542	3.5456
8.3292	8.1444
8.1298	7.8461
11.68	12.142
8.2885	8.3342
12.285	4.3508
7.3383	8.2185
7.978	8.0267
4.1376	4.4223
12.173	11.501
11.569	11.429
7.8154	8.4009
4.232	4.1191
12.114	11.569
3.8937	11.978
3.9496	12.516
4.0012	3.721
7.2706	8.1308
12.143	3.4797
4.5305	4.0007
11.177	11.771
12.039	11.68
7.9968	7.7731
12.303	11.879
3.7719	3.6014
11.895	11.883
4.1643	11.762
7.9772	7.6586
4.444	11.039
12.535	12.308
3.8411	11.391
12.194	3.6616
11.801	4.1558
4.5	3.8042
7.2682	8.0837
7.7239	7.676
9.2179	7.7213
4.2383	11.336
4.326	4.2886
12.364	4.5238
3.8947	11.498
3.8507	4.1223
4.1013	11.924
12.133	4.4225
7.9545	8.5116
7.2282	7.6812
8.3836	8.3423
7.7699	7.6681
12.381	12.371
11.987	3.7228
7.9934	8.0753
11.773	3.509
7.3635	7.3726
11.835	3.0288
12.371	3.5337
7.2746	8.0752
4.3231	12.038
12.066	4.5671
3.7969	4.1681
8.2355	8.4151
7.7083	8.1455
3.6358	3.3621
3.9136	11.971
4.1878	11.383
12.079	3.5531
12.158	4.3265
4.6943	12.203
4.4644	12.372
12.766	12.008
9.0534	7.7843
11.334	12.161
7.7204	8.1431
11.99	11.332
12.597	11.968
4.3253	4.2951
12.635	4.6141
8.2144	8.5071
3.706	12.798
7.853	8.0894
7.9079	7.4739
7.7868	8.0726
3.8786	3.4886
7.9854	7.3962
11.584	3.9859
12.421	3.993
12.152	11.96
3.8858	12.228
11.857	12.22
7.9064	8.0531
4.0776	3.5081
8.2791	8.6582
11.981	12.376
11.859	11.54
11.745	5.0492
3.7949	12.95
8.2141	8.0226
12.446	11.765
4.491	11.607
11.738	3.4484
7.4114	7.9652
4.526	3.6957
12.014	11.65
12.488	3.8126
4.2837	3.8493
4.435	11.347
12.116	11.663
11.758	4.8309
10.57	4.7441
11.742	11.97
3.9627	2.9959
11.449	11.125
3.7675	12.21
11.782	11.659
12.179	3.8756
7.9676	8.6414
4.8861	4.2636
12.329	12.269
7.7492	7.6921
11.73	4.4228
12.231	4.0904
12.023	12.228
12.296	3.7892
4.2839	4.2302
3.6593	4.3651
4.1672	3.9366
8.2402	8.2675
3.5306	3.656
7.9682	8.4641
3.9627	4.0281
2.8138	11.793
11.77	3.6056
12.378	12.106
3.307	4.0198
7.9858	8.1849
11.88	11.817
11.783	4.1457
11.354	12.498
4.088	4.4388
4.2483	3.4707
12.427	4.2029
11.858	12.485
4.3281	3.6639
12.2	4.0015
11.902	12.1
12.348	3.7031
8.2576	7.9292
11.93	4.2461
3.0536	11.941
12.654	11.888
4.3742	11.194
4.2841	11.918
3.8077	4.0319
3.8178	4.0806
4.4118	4.1452
12.578	3.983
12.05	11.966
12.393	11.637
4.6072	3.1225
12.4	11.145
4.3272	12.044
7.354	7.6105
12.551	4.1004
11.72	11.572
12.048	4.4704
3.8598	11.949
3.9657	11.579
11.324	3.4429
3.6256	11.821
3.9662	11.658
4.3119	12.226
4.4796	4.2075
3.6603	11.637
4.0644	4.7761
8.4228	7.2349
3.9608	11.788
4.2774	11.362
3.5983	13.082
11.779	11.221
4.4677	3.5179
11.221	3.604
3.8394	12.198
12.026	4.2612
11.205	12.85
4.3982	12.07
4.0904	4.3096
4.3541	3.7537
3.8993	3.7694
12.372	3.3151
8.0048	8.2152
7.585	8.3104
3.6442	11.42
8.3512	8.1104
8.2601	8.0616
4.0429	3.3061
3.9931	4.0842
11.925	4.1916
11.746	3.3328
4.5566	12.159
12.274	3.7904
3.4492	11.63
11.37	12.348
8.3725	7.8464
12.024	11.579
11.853	11.587
12.212	12.946
3.248	3.4442
11.914	13.047
12.25	12.199
3.1684	3.6063
4.0516	4.2674
3.941	12.329
3.463	11.602
3.4889	12.257
4.7189	11.994
3.5743	12.163
12.272	12.076
12.29	3.752
8.6179	7.2927
11.655	4.1426
3.6678	4.0518
3.2125	3.649
11.489	11.98
11.8	3.837
8.1533	7.7065
12.218	12.428
11.769	4.0163
11.782	12.123
3.4526	12.127
12.319	12.641
8.2814	8.128
12.096	12.567
12.432	4.7295
8.0686	7.988
4.8335	4.6113
8.1461	8.2422
8.6113	8.0869
4.491	11.618
5.1594	12.724
10.97	12.319
3.59	4.1269
4.633	4.4872
8.6803	8.2661
11.902	11.673
2.6575	4.2361
11.852	12.138
4.5565	4.1942
7.9172	8.1675
4.6682	3.7666
4.4721	12.445
11.645	4.4794
11.369	11.442
4.3782	4.0762
8.4408	8.2985
11.858	12.672
11.243	12.292
12.196	3.165
8.2807	8.4022
7.8826	8.1415
3.7653	4.5201
3.5093	3.9861
9.2078	7.856
4.6437	11.601
12.038	3.7378
11.994	3.4811
11.469	3.4563
11.796	11.693
3.6082	11.962
11.467	3.7528
12.305	12.28
4.2729	12.426
11.882	3.7123
3.7902	11.489
3.8318	11.599
3.7396	3.9584
4.0844	4.5478
12.371	3.9466
3.9356	3.7918
4.0838	4.2238
11.899	11.449
4.0428	4.663
3.9638	4.069
4.6081	12.309
7.894	7.8978
11.976	5.4533
12.017	3.5835
3.7734	4.1744
11.516	10.813
11.214	12.781
11.54	3.381
8.08	7.8766
4.161	3.7557
7.7809	8.1419
11.948	3.6763
5.0629	12.145
12.332	11.807
7.3806	7.7152
12.673	11.303
4.8649	11.912
3.5482	4.8054
12.001	12.369
3.8462	4.0374
3.2191	12.036
3.7843	12.156
4.1244	12.151
11.788	3.2275
7.8271	7.664
8.0872	9.3946
4.0702	11.75
3.6018	4.2706
4.2991	3.477
4.5327	12.066
8.2685	8.4704
11.925	3.7903
4.1364	3.6389
3.4538	4.1229
8.7567	7.6248
7.7731	7.5188
3.9815	3.8488
11.476	11.742
4.5165	4.3033
12.233	3.6486
11.696	4.5681
4.972	3.2674
11.603	12.004
12.731	4.3982
4.1123	11.884
8.4847	7.7521
12.343	3.3985
7.8318	7.7659
4.1906	4.8286
8.1269	7.7395
3.63	12.182
3.4061	3.699
12.151	12.545
11.679	11.842
4.2344	11.963
7.8119	8.2402
3.9044	3.8462
12.153	11.443
4.3925	4.3356
7.3388	7.7181
3.7633	4.2201
12.128	4.6717
12.696	12.019
12.483	12.156
12.076	4.1751
12.078	11.84
7.9737	7.7855
8.3045	7.457
3.976	11.967
3.5986	11.89
3.7833	12.186
3.9614	11.773