data3_x.dat

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

0.10155	3.3837
0.29438	2.3486
-0.094239	4.2942
0.29653	3.4682
1.0716	3.5052
0.53686	3.2988
1.9741	9.4849
-0.44779	6.0945
0.6769	3.139
0.46115	3.2513
0.19246	3.7176
0.47855	3.9408
1.9065	9.3662
1.4811	5.8201
-0.61484	7.5889
1.5268	6.0319
1.3684	6.0703
0.034497	2.3185
1.2155	5.49
-0.82147	8.1692
0.67595	2.1954
1.3482	4.7372
-0.5777	6.3843
0.67295	3.1595
-0.38365	4.9138
1.5815	6.9631
-0.22794	4.5438
-0.16709	3.9307
-0.1355	4.3013
1.2043	3.8737
0.49104	1.9821
-0.83598	8.8549
-0.42613	4.5871
1.1737	4.4518
1.921	9.5795
1.1135	4.4771
1.4046	4.8115
-0.38126	4.8536
1.318	4.9973
1.6181	6.8063
1.4222	5.4208
1.2699	5.4241
1.7138	6.3758
0.263	2.1667
0.9752	3.7145
-0.99611	8.5145
1.946	9.8266
0.23694	3.3691
0.042793	4.018
1.0045	4.1256
0.33103	2.3143
1.5196	6.107
0.58855	2.5903
-0.22858	5.0975
-0.5311	5.3401
0.67345	2.7563
1.8839	10.045
1.8538	8.2478
1.2046	4.6775
-0.33233	4.0137
0.48989	3.1218
-0.97893	8.7471
-0.051425	4.0724
1.2152	4.8621
1.371	5.5821
0.20085	2.8855
0.19966	3.7854
-0.24492	4.4998
-0.72426	7.2355
0.80661	3.6578
1.4973	6.963
-0.11955	3.5064
0.39661	3.129
-0.86342	8.0902
-0.74283	7.544
0.53943	2.4889
1.1463	3.1582
-0.89369	8.0977
1.9387	9.5718
0.49235	1.5231
1.1022	3.6032
1.4094	5.2628
0.55002	3.0178
0.50809	2.286
1.2642	5.1952
-0.28568	5.5418
1.8292	7.8195
-0.73412	7.4282
0.62903	3.5148
1.7104	7.4161
1.584	6.2543
0.89444	3.9817
-0.21291	4.152
0.13705	3.4154
0.011971	2.725
-0.056215	2.8266
1.8413	7.9253
0.60551	2.8295
1.1059	4.2978
1.6251	7.3768
1.9587	9.0293
1.6559	6.6733
0.21453	3.1571
0.88143	3.9784
0.15637	3.1313
1.5436	6.5795
0.58055	3.3307
1.4222	5.4637
0.18049	3.2755
1.8852	8.4588
-0.90964	7.7789
1.8612	7.3399
1.1432	5.3421
0.93964	3.9135
0.33996	3.3662
-0.47612	5.8191
1.5057	5.4778
1.9103	9.5142
-0.59508	6.7393
-0.24703	4.0266
1.73	8.1223
1.0294	3.7278
0.86948	3.4551
0.53665	2.8305
-0.98955	8.7016
-0.31934	5.2486
1.9354	9.9128
1.5838	6.7786
-0.95684	10.082
0.45733	3.2502
0.24921	1.9784
1.3187	4.7743
0.46444	2.9882
0.56769	3.4916
1.3461	5.766
0.77369	3.8254
-0.62082	6.239
-0.67084	7.5781
0.98872	3.8604
1.9913	9.5636
0.038543	3.6591
-0.47184	5.476
-0.79633	7.9357
-0.071812	3.7484
0.0042794	3.979
0.1285	3.2707
1.8566	8.7429
1.158	4.8135
1.338	5.1058
0.85298	2.6485
0.94772	3.4757
1.2688	5.3086
-0.5565	6.1807
0.79836	4.0797
1.6958	7.5244
-0.4842	5.5004
1.4568	5.6637
-0.79212	8.0585
1.8671	8.9504
-0.047986	3.5393
-0.9844	9.7161
1.2798	5.5783
-0.073961	4.1518
1.1458	4.3272
-0.75716	7.2664
1.5376	6.4142
1.1551	4.3644
1.6112	6.246
1.6165	6.9882
1.2847	5.8794
1.0084	3.6119
1.7061	7.0284
1.4644	6.0823
1.498	6.2991
0.91975	3.0557
-0.53139	6.4382
1.3495	4.5073
1.1942	4.7266
0.6942	3.2405
1.17	4.3182
-0.28079	4.2475
0.46958	2.8079
0.27081	3.4164
1.387	6.2623
1.2902	5.3878
-0.28333	4.6417
0.90533	3.2893
-0.30536	4.6404
0.84781	3.8186
-0.19449	4.5219
1.9736	10.078
1.281	5.7536
0.4465	3.2633
1.8356	8.8833
0.082215	3.5873
-0.74683	6.8336
1.8455	8.3417
1.0725	3.3814
0.84653	3.3603
1.6849	7.5334
-0.96239	9.3082
-0.097264	5.0776
1.8952	8.3676
-0.69373	8.2797
0.78807	3.03
0.40693	2.7631
1.152	4.6467
1.5766	6.4521
-0.4432	5.7956
0.38712	2.8683
1.7099	7.7885
-0.93369	10.574
1.2812	4.2607
1.3876	5.3229
-0.058447	4.6461
-0.29252	5.0908
0.48336	3.7013
1.0558	4.2068
1.8339	8.493
0.31794	2.7619
0.4923	3.0626
-0.70415	7.8261
0.66331	2.9282
0.30708	3.9877
-0.45621	6.0619
-0.53856	5.2725
1.8012	8.4619
-0.5912	8.0804
1.9956	10.351
1.0719	4.7023
1.8831	7.3943
1.3265	5.4066
-0.99783	10.387
-0.023586	4.2858
0.63231	3.616
-0.080481	3.219
1.0181	3.6388
0.03714	3.2146
1.9418	8.8979
0.061905	3.1032
-0.94145	9.2694
1.4383	5.6365
1.9484	9.5112
-0.064493	4.1571
0.13673	3.0559
1.2441	5.0732
0.32849	2.6375
-0.70033	8.3095
1.9779	9.8151
0.60879	2.2667
-0.59636	6.7967
-0.6061	6.3549
1.592	6.8046
1.1248	4.4692
1.9947	10.831
1.4473	5.6837
1.3467	5.3222
1.2908	4.4751
1.7149	8.1845
-0.69063	7.1051
-0.36487	5.408
1.5533	6.795
1.2289	5.1505
0.21521	2.6824
-0.084875	3.9906
0.42258	3.0181
-0.56579	7.6267
0.48302	3.1424
0.59037	2.9642
0.53073	3.6116
-0.31759	4.4933
1.805	7.424
0.55308	3.3209
0.37778	2.1054
1.3302	4.607
1.2014	4.7955
0.80715	3.7876
-0.82921	7.8761
-0.78399	7.8454
0.90704	4.3531
1.629	7.3975
0.28244	3.5898
1.1252	4.0965
-0.78943	8.6898
-0.9428	9.7243
0.52493	3.4195
1.6082	5.8495
1.3956	5.3434
1.3977	4.7991
-0.41166	5.227
1.1431	3.9737
-0.35497	5.6972
1.3595	5.2577
-0.48356	6.4312
-0.38156	5.4534
0.39342	3.1075
-0.77642	6.444
0.78974	2.8181
-0.42703	6.8174
1.8045	8.0699
-0.077462	3.5735
0.38568	2.7471
1.4893	4.7481
-0.099587	4.3973
1.1289	3.6526
-0.7762	7.8013
1.2506	5.3621
0.40672	3.9167
1.8347	7.2569
-0.95808	10.354
-0.8374	8.9563
1.2153	3.8087
0.9067	1.8246
1.7929	8.1123
0.38288	2.2127
0.53867	3.3187
0.27344	2.2305
0.24775	2.5851
0.1647	3.3806
1.5666	6.0148
1.4691	5.7617
1.7417	7.6087
1.5081	6.3644
1.6043	8.3173
1.3268	5.2011
0.29578	3.4605
0.30829	1.2477
-0.32709	5.9264
-0.96045	8.4631
0.1279	3.3325
1.5157	5.6517
-0.14127	3.6983
-0.14761	4.9977
-0.018759	4.0996
0.42863	3.5622
-0.32205	4.6467
1.886	9.7567
-0.080625	3.0318
1.3368	4.8369
1.686	6.8932
-0.23883	4.1663
-0.56274	5.8651
0.024489	4.8176
1.1994	4.7407
-0.89841	9.4782
0.63272	3.0576
0.67534	3.1389
1.0091	4.6832
0.75178	2.9008
1.0577	3.8747
1.298	4.6245
1.693	6.9652
1.9004	8.8324
1.7174	7.1745
-0.46426	4.8549
1.9355	9.8637
1.694	7.4174
-0.91192	8.5309
-0.15393	5.0582
-0.4363	5.8613
0.82626	2.4343
-0.37194	5.0599
1.9932	9.8554
-0.94971	9.875
0.31888	2.7522
-0.55481	6.541
0.86434	2.5201
1.2631	4.6399
-0.15821	4.5677
0.58154	2.9219
-0.062678	3.9146
-0.45478	4.8925
1.3378	6.4306
1.4285	6.5448
1.1699	3.7117
-0.86407	8.5983
0.8399	3.2193
0.0056447	3.9846
0.75159	3.4179
1.7395	7.9005
0.50382	2.5363
0.25253	2.3307
1.3984	5.6792
1.6718	7.3328
0.54006	2.959
0.16918	4.258
1.7919	8.456
-0.1518	3.5052
1.3098	5.6274
1.1827	4.9256
1.7438	8.5469
-0.68164	7.0804
1.6668	7.3246
0.78512	2.8808
-0.96376	10.138
-0.28506	5.0722
-0.62913	6.3751
1.6424	6.721
1.4397	5.7986
1.29	5.2888
1.4312	5.2644
1.0468	4.2137
0.87441	3.3108
0.10424	4.0015
-0.39166	5.8404
-0.17485	4.7628
0.44463	3.1479
0.20057	3.0552
1.1069	3.4204
-0.035917	3.4308
-0.85464	7.7774
1.3325	5.8311
0.66021	2.4869
-0.79675	7.9635
0.48853	3.8314
1.5083	6.4961
0.3828	2.2748
1.3401	4.2824
0.47523	2.2978
1.0871	4.0977
1.9552	9.36
0.059517	3.0171
0.86598	2.807
0.54768	3.5596
1.4451	5.3721
0.46719	2.7378
1.1944	4.845
1.1317	4.1809
1.5032	4.9625
-0.96723	8.8527
-0.85487	9.3924
0.5038	2.9883
-0.12493	4.8952
-0.95862	9.7771
1.3825	4.0142
-0.79815	7.618
-0.069466	4.3896
0.020016	3.0782
1.4503	6.309
-0.98688	10.273
0.48145	3.3147
0.84034	2.8243
0.12224	4.5815
-0.40508	5.1262
1.6852	7.6504
1.9605	8.5696
1.7653	6.4089
0.18325	4.0851
0.98686	4.0555
0.62033	3.2527
-0.36676	6.4009
-0.08401	3.9161
-0.95979	8.3196
-0.98631	9.6345
1.9634	9.4223
1.4354	5.1117
1.3112	5.2202
1.7099	7.6616
-0.62868	5.5281
-0.71176	8.0024
0.6544	3.2093
-0.98045	9.6115
-0.62292	6.5892
-0.83266	9.0256
1.288	5.026
-0.7858	8.2676
1.1547	3.5814
-0.57878	6.6725
0.8471	2.2148
0.41453	3.4967
0.53106	4.1109
0.035129	4.3133
-0.74573	9.1221
-0.2326	4.6744
0.57672	3.9686
-0.5784	6.3498
-0.63859	7.2969
0.50822	3.3424
-0.14226	3.8653
-0.6641	7.2805
0.50014	2.9109
0.1337	3.7416
-0.18832	5.0265
1.8701	8.5875
0.3742	2.6237
-0.26494	4.8163
1.4914	6.617
-0.090479	3.9135
-0.90034	8.5569
1.9627	9.799
0.43933	2.4442
0.81061	3.1597
0.54875	2.0537
1.9318	9.1005
-0.25841	4.5105
1.0046	3.5299
-0.55981	6.0558
0.21537	4.5916
-0.57384	6.3296
0.032738	4.2668