train.a

求解SVM问题的一种高效算法

dimension is:189
using gauss kernel function, para is:2.000000
the b in 'wx+b' is :-0.691385
a = 
1.775700
0.295531
11.068120
18.495844
0.000000
0.000000
0.000000
0.000000
0.000000
0.349086
15.787169
43.313240
0.000000
4.334920
33.032707
1.096442
0.000000
0.000000
0.000000
0.882763
0.000000
0.000000
4.253704
123.114998
2.153571
0.000000
2.971947
0.000000
0.998308
6.448990
0.000000
0.000000
0.000000
0.000000
3.345070
1.228712
0.000000
31.953812
0.000000
0.000000
40.765736
0.289011
0.000000
0.000000
0.354011
0.000000
0.532289
13.478707
0.479969
1.449833
0.000000
0.000000
4.964127
0.000000
0.000000
0.000000
0.000000
0.000000
10.166829
0.000000
2.841235
0.831969
0.000000
0.000000
1.372423
0.000000
0.000000
17.273087
0.000000
290.699310
0.000000
1.230371
8.348985
0.000000
0.000000
0.000000
6.458572
0.000000
0.000000
0.000000
1.069684
8.704112
34.926857
0.000000
0.000000
0.000000
0.644552
1.944958
0.000000
4.912126
0.000000
58.734238
0.000000
4.204899
0.000000
4.035959
6.193071
16.309971
2.590062
0.000000
0.000000
3.001069
0.000000
0.000000
0.000000
3.088638
10.010771
1.586266
6.153701
0.000000
0.645958
72.089729
31.770033
0.776360
0.000000
0.000000
4.268500
0.000000
0.214095
0.000000
0.000000
0.000000
7.985420
29.105087
3.602754
0.000000
0.000000
0.000000
0.000000
1.554129
2.176474
5.411740
0.000000
0.000000
27.864914
0.000000
0.000000
2.424381
0.000000
2.461505
0.000000
10.342203
0.000000
2.842569
6.467009
0.000000
3.769509
2.095179
0.000000
0.000000
41.974468
0.000000
0.000000
2.968900
0.000000
0.000000
0.000000
13.330486
0.000000
0.000000
2.809627
4.034677
66.649261
0.000000
49.052368
9.884318
24.795391
0.000000
0.000000
18.999290
17.529261
0.000000
0.000000
0.000000
0.000000
2.836126
0.000000
17.199593
9.230887
0.000000
2.565234
0.000000
15.112299
0.000000
6.976826
17.121872
0.000000
8.560502
7.160363