data3_x.dat

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

1.9358	6.7561
0.80395	0.31812
0.085418	1.1501
-0.30579	2.1982
0.34919	-0.92403
0.9293	0.65947
-0.26435	0.7513
0.40404	1.0386
0.4923	0.92058
-0.77511	4.7064
1.2998	2.3444
-0.8639	5.2605
-0.50466	1.8056
1.3316	1.5006
-0.37495	2.9262
-0.24467	0.88017
0.18957	-0.008978
0.44206	-1.1266
0.52787	-1.5903
0.87439	-0.76112
0.87664	0.85022
1.9735	6.8629
0.077666	0.92438
-0.17203	0.69676
1.0344	0.41983
0.52629	1.0801
-0.16942	0.73012
0.73652	0.17939
1.4685	2.7959
1.8244	6.4155
0.33295	-0.19392
0.26969	0.38522
1.9886	7.0671
0.84235	1.134
1.8322	5.538
1.7362	3.492
1.4449	2.2418
1.0689	0.82885
-0.074038	2.1504
0.67459	-0.097789
0.91027	0.75773
1.3072	1.2211
-0.83791	5.7441
-0.65551	4.5329
1.538	2.9558
-0.48285	2.956
-0.88905	6.0961
-0.062337	0.32586
1.4518	2.2398
-0.29609	1.5457
0.76232	-0.99202
1.7726	3.7156
-0.0098525	1.2949
-0.38338	2.5291
0.093461	0.68445
1.9271	5.7038
1.1507	2.5797
0.92993	0.084393
1.3477	2.8081
0.39945	-0.024394
-0.30317	2.7092
-0.046363	0.50081
1.3664	0.93041
0.90333	0.38008
0.97935	1.0777
0.61275	0.39712
1.7576	4.0171
1.3415	1.9476
-0.019872	1.6539
1.2162	2.1167
0.3132	-1.139
0.77539	0.2781
-0.65647	4.5165
-0.042503	0.1948
0.86556	1.7489
1.6837	4.5805
1.8908	5.4203
-0.93981	6.0352
-0.66804	3.988
0.20906	0.15138
-0.70841	5.4194
-0.12085	0.77157
1.0361	0.96158
1.9394	6.4942
0.1983	-0.36118
1.4627	2.9124
-0.60514	3.3665
1.5347	3.3889
-0.30182	2.1434
-0.79854	4.1301
-0.0056436	0.039972
0.7257	1.4629
-0.58954	3.9374
1.6034	3.7668
-0.012201	0.20354
0.46401	-0.32915
0.29461	0.74818
-0.21838	1.3134
1.949	6.717
1.8971	5.73
1.8456	5.1654
0.35517	0.61653
-0.004921	0.13329
-0.97672	6.0978
-0.50248	3.8283
1.4845	2.0554
0.9302	-0.3154
-0.033174	0.27073
-0.92089	5.239
0.066329	0.98431
1.2317	1.8545
-0.10401	1.2677
-0.45633	2.9584
0.24558	0.54891
1.602	2.6617
0.87482	0.13542
-0.83439	6.141
0.21228	0.30626
-0.094119	0.93826
-0.54304	3.762
-0.072495	0.52274
-0.99023	7.6862
0.31223	0.92837
1.0292	0.7876
1.4687	3.7401
1.2675	2.1315
-0.51208	2.8983
0.65613	0.45714
0.57528	-0.53338
1.7581	5.0421
0.32572	1.155
-0.86559	5.4812
1.8938	5.6681
-0.95961	6.1221
0.65607	0.4849
1.8029	4.1624
1.6958	4.3563
0.85397	0.23706
1.0998	1.2691
1.8173	5.2664
0.35625	-0.6351
-0.46998	2.0958
0.8503	0.063122
0.55514	0.21257
0.093479	0.88552
1.3199	2.3398
1.4848	3.3563
-0.04483	1.5287
0.78794	1.4439
1.3455	1.733
-0.89922	6.4206
1.5709	4.3497
1.0478	1.3344
1.4056	2.7357
1.7531	4.798
0.16433	1.1371
0.41594	0.54195
-0.73582	3.5124
1.7753	4.8959
1.0354	0.91687
0.9231	0.20984
1.9877	7.1583
0.49863	0.11264
0.29015	-0.45635
1.4875	2.3903
-0.64991	3.9556
0.79605	-0.31572
-0.33633	2.0865
0.19603	-0.025856
-0.096543	1.171
0.90063	0.12845
1.8349	5.4156
-0.98239	5.9374
1.4498	3.5946
1.0727	1.4413
1.943	7.2322
-0.79078	5.3492
-0.86514	5.7754
1.2199	1.3473
1.4574	2.5922
-0.21748	2.0251
1.112	1.0749
-0.11057	1.3936
-0.75313	4.6728
1.6262	4.7504
-0.76765	4.7938
1.223	1.009
-0.62479	2.5028
0.33114	0.53498
0.77745	0.068076
0.90904	0.87015
0.5982	-1.242
-0.37385	0.59993
1.0212	1.1125
-0.27427	1.0496
1.1616	1.5787
0.19989	-0.78274
0.18211	0.08483
0.23451	0.48426
-0.55077	2.5231
1.6347	5.3026
-0.93473	5.6906
1.7715	6.2626
0.89785	-1.4898
-0.79925	6.1962
0.89802	0.64857
1.2612	1.7225
1.309	2.672
1.4241	3.3954
0.63	-0.24274
0.45525	-0.56056
0.32366	-0.41268
0.8795	0.5418
-0.76665	4.1486
0.63219	-0.34389
-0.37271	2.7733
-0.19	0.67677
-0.12496	0.64614
1.4667	1.8207
0.23449	0.015333
0.58087	-0.10457
1.7606	4.9375
0.13741	0.23118
0.9167	1.09
-0.47878	3.4395
1.3574	1.5842
0.096893	0.69431
1.3308	1.1424
0.026439	0.58827
1.3225	1.9679
-0.5565	3.2083
-0.55527	3.512
0.91715	0.34355
-0.71988	4.9349
1.7864	4.9327
0.45541	-0.47571
-0.51026	2.9916
-0.17097	1.4957
-0.60708	4.1403
-0.93034	5.8057
-0.30611	1.0684
1.5358	4.0514
1.1791	0.37163
1.0841	1.5281
0.14932	-0.24903
0.43953	0.35136
1.9012	4.9754
1.3506	2.1794
0.22921	-0.47661
1.8721	5.4517
-0.40906	2.5218
0.58803	-0.060129
0.51258	-0.33776
0.45022	0.66114
0.13284	0.46274
0.55916	0.13373
1.4473	2.979
-0.37411	1.1898
0.16639	0.46507
-0.86157	5.5975
-0.085586	1.6063
1.4415	2.9309
1.0463	0.14485
1.6473	3.8721
-0.7546	4.4698
0.48448	0.34863
0.29099	-0.089464
0.036373	0.58956
1.741	4.2065
-0.51949	3.1547
0.16361	0.45581
1.9016	6.2966
-0.79983	5.0396
-0.049817	0.58961
-0.61983	4.296
-0.6526	5.0543
-0.50693	3.258
-0.71816	4.3906
0.5964	0.82953
1.2872	1.4262
0.25249	-0.32048
1.5066	2.881
1.4142	1.2501
-0.97249	6.7345
0.93414	0.71875
-0.66294	3.1866
-0.35289	1.9546
1.7279	5.0061
-0.56596	3.2093
-0.37757	2.7323
1.5519	2.8982
1.1393	1.4083
-0.75873	4.8
1.4561	2.6231
0.046876	0.82252
-0.51236	3.0471
0.61925	-0.82482
1.77	5.0345
0.31137	0.19324
0.62038	0.029661
1.0951	1.1552
-0.99384	7.1683
1.5098	2.0804
1.6683	4.9276
-0.94075	6.5573
-0.70474	3.9352
0.12247	1.5709
1.9024	5.8008
0.85876	0.17747
1.0101	0.85994
0.36851	-0.61336
1.5141	3.1692
1.4693	3.6911
0.62634	-0.42176
-0.72283	3.5576
-0.11417	0.19585
0.80671	0.022908
-0.45148	2.8375
1.1995	0.54024
0.64668	0.65179
-0.53152	2.0378
1.7752	5.9398
-0.39353	2.3839
-0.97465	4.6618
1.0673	0.96802
0.2029	0.24963
0.13875	0.58816
1.7096	3.3961
1.8301	5.505
0.42194	-0.76512
-0.94672	7.0711
1.4599	2.9772
-0.82783	5.3202
-0.72962	4.5847
1.09	0.11603
-0.55855	2.5386
-0.82726	5.9314
-0.80993	5.1882
1.1685	1.8168
-0.89888	4.9489
1.0872	0.99589
-0.33647	2.0066
0.87616	-0.35956
0.53988	-0.52468
0.72712	0.26098
-0.13827	1.634
1.6781	2.9635
-0.72222	4.968
-0.12255	0.94645
1.4657	2.5053
1.9821	6.7642
-0.79655	4.826
1.9193	6.2439
1.7684	4.6152
1.8762	5.5029
0.68949	0.16601
1.8516	5.5357
-0.045328	1.0222
-0.20231	1.1429
-0.81675	4.807
-0.0016965	1.0443
-0.12273	1.2326
0.20745	0.65616
-0.89766	6.3333
-0.13759	0.70723
-0.34114	1.3325
0.69778	1.1467
1.6103	3.5504
-0.23504	0.38754
0.77543	0.4006
0.56808	0.10118
-0.61256	2.9792
-0.98867	5.5994
-0.022551	0.87662
0.082288	-0.065289
1.9821	7.4388
1.8199	4.9961
0.30241	0.14814
1.8065	5.589
0.4905	-0.33257
1.9132	5.728
1.873	5.899
1.1622	0.0024104
0.94389	0.63664
1.5878	3.551
-0.90727	6.6354
0.097634	0.1901
-0.71854	4.371
0.0039499	0.52221
-0.97802	5.235
1.4466	2.82
-0.92497	5.7298
0.27261	0.66037
-0.89859	4.8941
1.0301	0.85399
-0.016128	1.0608
0.6802	-0.62998
0.27442	-0.097405
-0.5497	4.0978
-0.80691	5.7245
0.84933	-0.23401
0.88702	0.35285
-0.47009	2.5796
0.22375	0.81707
1.1184	1.5707
0.28937	0.49719
-0.3672	2.7592
0.77297	1.0781
1.5116	3.8803
1.6649	4.5935
1.6568	5.1021
1.8887	5.5923
1.3089	2.1322
0.10383	1.3028
-0.79559	4.5883
-0.67331	3.7904
1.8105	4.7517
0.53317	-0.35717
-0.36617	2.2342
0.26332	-0.56956
1.4886	2.2677
-0.57259	4.4121
-0.035104	1.0274
1.4537	2.8244
-0.11985	2.0402
-0.76015	4.4841
1.7849	3.8094
-0.49968	1.8278
0.16032	-0.26518
0.45803	1.1211
1.4326	2.3479
0.21712	0.89202
1.3851	1.6756
-0.94187	6.6341
1.87	5.2778
1.5647	3.1726
1.9589	5.3737
-0.24791	1.7762
0.44754	-0.064782
-0.026163	1.3494
-0.82779	5.8761
-0.12709	0.12055
1.0282	1.9201
1.8565	5.3259
-0.87918	5.78
1.4648	2.7244
-0.32914	2.0884
1.9991	6.4158
-0.21842	1.6698
-0.30915	2.7902
0.57527	0.18597
0.68202	-0.073326
1.4781	2.8087
-0.13462	2.1866
-0.24186	1.4277
-0.27926	1.8309
0.65448	0.76054
-0.35399	2.572
0.99648	1.6515
-0.073407	-0.026575
0.40934	0.34058
0.51741	0.53043
1.0652	0.90022
-0.4214	2.2094
-0.1793	0.64766
1.779	4.8487
-0.29578	2.2242
-0.61605	4.2061
0.23785	0.6471
0.90416	-0.28007
-0.45536	3.1301
0.20969	0.20809
1.0663	1.2356
-0.022321	0.68925
1.7699	4.0659
1.2714	2.0213
0.20334	1.6664
-0.41167	2.4259
0.20083	1.5398
-0.53657	2.4283
-0.80629	5.5452
-0.63896	3.8179
-0.91198	6.5178
1.5956	3.8281
0.24259	-0.32073
1.3758	2.0329
1.4492	2.3953
0.18595	-0.33108
1.4778	3.5225
0.01287	-0.2304
-0.40794	2.5426
0.53021	-0.23036
-0.37034	2.1467
0.73995	-1.0156
1.9376	6.4373
0.40137	0.19102
1.4064	2.0045
0.29884	0.25827
-0.27645	1.493
0.90387	0.7813