gaussians.test

linux下的源码分类器SVM

   -3.992785    -1.244732 3
    4.855739    -1.476714 1
    0.520110     5.980312 2
    7.203494    -3.156928 3
    5.204488    -2.111137 1
   -2.318261     1.103518 2
    1.098721    -1.384336 3
    1.529022    -1.796755 1
   -2.914735     3.816601 2
    2.486713    -5.744330 3
    5.189150    -3.023557 1
   -0.572748     4.725779 2
   -2.463008     5.190684 3
    4.637834    -1.334374 1
    0.141532     2.815031 2
    1.047686     0.967785 3
    5.061008    -1.420772 1
    0.596016     5.664239 2
    1.604222     1.867058 3
    5.095628    -2.660593 1
   -1.171029     6.979929 2
   -1.968953    -6.967202 3
    3.611717    -2.806582 1
    3.355869     3.475301 2
  -11.525894   -13.465076 3
    3.980204    -1.485777 1
    1.135074     2.122328 2
   -4.780644    -7.061721 3
    3.345516    -2.881864 1
   -2.239981     1.781825 2
   -2.182939    -2.311468 3
    5.034190    -2.546324 1
   -3.159138     4.655756 2
    1.691546    -5.694922 3
    4.526457    -2.960279 1
   -2.219789     7.536365 2
   -9.648568     0.785473 3
    5.017220    -2.577341 1
    1.129496     4.990808 2
   -3.252235    -2.425510 3
    5.418041    -1.131926 1
   -0.640741     5.222600 2
  -10.952220    -7.079095 3
    6.077550    -2.318985 1
   -4.692601     3.920548 2
   -9.030396     4.829375 3
    4.220428    -3.203228 1
   -1.442555     5.711211 2
   -4.015060    -1.765987 3
    3.393975    -1.556525 1
   -0.000847     7.954938 2
   -1.203383    -7.238458 3
    4.364088    -1.589323 1
    1.772556     3.164489 2
    4.292080    -3.233842 3
    5.144239    -0.741346 1
   -0.027847     3.064543 2
   -4.135492    -0.164401 3
    2.198923    -1.496901 1
    1.961579     4.887563 2
   -8.811604    -0.237413 3
    4.325249    -2.143710 1
    0.677523     8.275112 2
   -5.078262    -3.542034 3
    4.690222    -2.948421 1
    1.706178     4.994193 2
   -9.444905    -7.079318 3
    5.021876    -2.296441 1
   -0.623988     2.909539 2
    2.550249   -11.133226 3
    5.675286    -4.039205 1
    3.510090     2.877356 2
   -4.157111    -2.849025 3
    4.274861    -2.991693 1
    0.386054     7.624500 2
   -3.983134    -4.169139 3
    5.617805    -1.543349 1
    3.752645     7.493926 2
   -8.121842    -7.152386 3
    3.084502    -0.740351 1
   -0.181787     4.901809 2
   -3.702458    -0.857857 3
    3.624938    -4.018327 1
    0.328276     2.644539 2
   -0.461078    -0.964656 3
    2.807282    -2.270540 1
    1.413819     3.722682 2
   -8.705705    -4.602992 3
    4.760606    -2.546442 1
    1.795110     5.376547 2
   -2.086413     3.195547 3
    2.866755    -3.059577 1
   -0.756851     2.009749 2
   -2.675325   -12.825837 3
    6.252941    -1.364109 1
    1.834249     4.616304 2
   -1.862941     3.641236 3
    5.557802    -2.314966 1
    4.459005     4.727088 2
   -8.047431     4.286932 3
    4.156958    -2.029885 1
    1.201656     4.599869 2
   -3.443801    -9.851988 3
    4.060654    -3.214289 1
   -1.717898     4.870016 2
    0.642895    -1.006296 3
    3.387057    -1.820907 1
    2.563065     5.149494 2
   -5.286258    -8.362690 3
    5.402143    -1.415706 1
   -0.706359     4.842217 2
   -7.303775     1.508909 3
    3.235172    -2.522104 1
   -2.926656     6.017558 2
   -3.453133     5.234591 3
    3.816852    -1.339008 1
   -3.999866     2.188577 2
   -4.186340    -1.080633 3
    3.916530    -1.359566 1
   -0.701288     7.189054 2
   -4.797602     4.090394 3
    2.857528    -0.664563 1
   -3.427573     5.165487 2
   -3.693307     1.308877 3
    2.991549    -3.393605 1
   -0.053889     3.906114 2
  -10.285899    -3.608562 3
    4.127675    -1.658865 1
   -0.930394     6.655534 2
    0.213560    -6.994416 3
    5.605835    -2.798154 1
   -1.088335     3.455546 2
  -11.507807    11.175023 3
    4.404286    -2.010721 1
   -2.748785     8.188847 2
   -2.290834    -0.565553 3
    3.612209    -2.888845 1
   -1.161937     4.081525 2
   -9.273553    -0.169477 3
    5.404377    -2.937497 1
   -2.383490     5.206006 2
   -3.551605    -0.652526 3
    4.381358    -4.366559 1
    2.415185     6.108418 2
   -1.035075     1.200163 3
    4.942300    -1.548425 1
    0.152267     3.141266 2
   -3.573168     1.121423 3
    3.193589    -2.351754 1
    1.097094     1.005650 2
  -12.273164    -8.447619 3
    4.376485    -1.849462 1
   -0.722157     6.532558 2
   -6.253311    -3.922236 3
    2.770374    -1.338600 1
    3.555934     6.305687 2
   -1.227731     0.827084 3
    4.813424    -3.306117 1
    1.048917     1.949150 2
    2.641672    -1.703818 3
    3.341284    -3.777149 1
    1.942149     4.821646 2
   -3.272855     1.358505 3
    5.014447    -2.793792 1
    0.163071    10.249060 2
   -3.936564    -5.000235 3
    4.816190    -3.420369 1
   -0.486526     5.702451 2
   -8.984212    -1.284542 3
    6.568328    -2.466250 1
   -2.816114     5.837883 2
   -2.715270    -1.420538 3
    5.513063    -0.781150 1
    1.729016     3.056853 2
   -0.412583    -7.621402 3
    3.558667    -1.783208 1
    2.148035     5.735461 2
   -5.250731     1.516556 3
    3.896125    -3.460488 1
   -0.873424     5.068143 2
   -5.183422    -4.218244 3
    5.021112    -3.450672 1
    0.001385     2.100036 2
   -3.714608    -7.532853 3
    3.730481    -1.265174 1
    3.505722     4.966074 2
   -3.822049    -1.806466 3
    5.540129    -3.407163 1
    2.301559     6.339446 2
   -5.010663    -7.403074 3
    5.076527    -2.116901 1
   -0.907995     2.337409 2
   -4.656242    -5.256486 3
    3.670175    -4.780429 1
    2.764588     5.771617 2
    1.687641     1.805563 3
    5.410046    -1.363404 1
   -0.869724     2.383363 2
  -11.276518    -3.228727 3
    4.070519    -1.387517 1
   -1.802494     3.492209 2
   -8.716142     0.849936 3
    2.913713    -0.822304 1
    0.861815     9.453201 2
  -12.628903    -3.561162 3
    4.407207    -3.002630 1
    5.786903     7.244177 2
   -7.802643    -0.629128 3
    5.926428    -2.689795 1
   -0.672149     5.377717 2
   -6.457183    -4.926225 3
    2.571048    -4.225449 1
   -1.471235     6.700678 2
   -6.205956     3.025876 3
    4.786695    -3.526444 1
   -1.371385     7.418758 2
   -9.852721    -2.220130 3
    4.256166    -2.128758 1
    0.031277     6.030619 2
   -8.634511    -4.157708 3
    4.293347    -2.537892 1
   -1.883038     4.196210 2
   -6.140103     2.905095 3
    4.614188    -2.569142 1
   -1.306084     6.222003 2
    4.542679    -0.383814 3
    5.652845    -1.559339 1
   -1.523943     6.288594 2
   -1.637096     7.092084 3
    3.573440    -1.176681 1
   -1.433952     6.147382 2
   -2.874908     1.887274 3
    4.523690    -2.538629 1
   -2.778878     6.385775 2
   -5.806960    -0.897305 3
    3.841134    -2.706726 1
   -4.539922     5.330101 2
   -3.222153     1.148770 3
    4.397110    -3.814355 1
    1.373762     2.829390 2
   -3.838406    -3.442001 3
    6.687066    -3.178693 1
    0.454237     6.660234 2
  -13.229527    -5.347808 3
    5.957541    -3.097668 1
    1.494060     2.685810 2
   -5.950284     1.130931 3
    3.683969    -4.070194 1
    0.989051     6.549599 2
   -6.858372     4.271266 3
    3.777839    -3.790605 1
    4.222167     5.742228 2
  -14.397302    -3.321014 3
    4.749872    -1.962842 1
    2.130652     7.384672 2
  -10.090421     3.959201 3
    5.735117    -3.554443 1
   -0.519946     3.253509 2
   -7.367129     3.214617 3
    4.879263    -0.755616 1
    1.443241     5.564441 2
   -7.366302    -0.702618 3
    3.863801    -1.417225 1
   -1.174353     5.001737 2
  -11.319435     3.020989 3
    5.291684    -1.796847 1
   -2.013188     2.200695 2
    0.658419    -0.342081 3
    5.623579    -3.392300 1
   -2.553065     4.712792 2
   -6.043515     1.415741 3
    3.372313    -2.364329 1
   -1.096136     2.664240 2
   -8.515023    -5.120390 3
    4.545204    -2.014787 1
   -4.145441     5.527999 2
   -6.500470     5.532847 3
    3.523017    -1.821536 1
    4.517499     4.016667 2
    0.244844    -0.826866 3
    3.047257    -2.275456 1
    1.616832     6.376850 2
   -4.298324     1.538797 3
    5.718095    -4.119678 1
   -0.010143     5.157117 2
   -5.101782    -4.801839 3
    2.209117    -2.581914 1
   -2.234139     5.086610 2
   -7.812908    -2.935810 3
    4.620964    -3.318830 1
    5.359030     7.527195 2
   -5.700984     2.902622 3
    2.758178    -1.797836 1
   -0.606602     2.453445 2
   -6.486091    -3.642793 3
    5.439570     0.053730 1
    2.242673     4.945477 2
  -11.993268    -6.510895 3
    4.492645    -1.484637 1
    4.407454     4.397896 2
   -6.184745    -7.842454 3
    2.315912    -1.808886 1
    0.888521     6.922682 2
   -2.757264    -6.173171 3
    2.431992    -2.364344 1
    0.555045     2.037868 2
   -0.898947    -5.520382 3
    3.111191    -3.660465 1
   -0.928013     4.028728 2
   -1.698194    -7.225311 3
    5.294867    -2.302202 1
   -1.473049     5.223615 2
   -2.617926    -4.807766 3
    3.644242    -1.619493 1
    1.987534     5.468421 2
  -13.006448    -1.973312 3
    5.795135    -1.761049 1
    2.151811     5.881948 2
    2.054749    -0.406718 3
    4.146157    -3.624952 1
   -0.083950     3.595570 2
   -1.923902    -4.165583 3
    3.869976    -1.107431 1
    2.677856     2.816138 2
   -3.861656     1.911874 3
    4.717728    -4.607291 1
    2.207892     1.808086 2
   -7.820298    -5.227666 3
    4.804109    -2.328321 1
   -0.504142     6.396595 2
   -5.153875    -9.703974 3
    3.743337    -3.497425 1
   -1.830313     4.128891 2
   -6.274123    -4.963813 3
    4.554089    -3.813185 1
    0.600044     5.289407 2
   -4.968597    -0.432468 3
    4.353643    -2.333136 1
   -1.596373     4.953178 2
  -11.047710    -9.683436 3
    3.704996    -2.734765 1
    1.082247     5.216537 2
   -5.468876    -0.619877 3
    3.845694    -3.729280 1
    2.936780     5.523599 2
    2.291806    -4.334063 3
    4.590326    -2.536206 1
   -0.534035     3.207093 2
   -1.685177     1.637261 3
    3.882625    -0.866860 1
   -0.318679     4.579323 2
   -4.860073     1.598329 3
    3.198045    -3.552011 1
    0.403143     6.648211 2
   -6.909455    -3.758916 3
    5.292832    -2.025115 1
   -1.626356     3.566532 2
   -9.708579    -0.796505 3
    3.674847    -3.112993 1
    1.050778     1.341133 2
   -5.913431    -6.021508 3
    4.231723    -0.072158 1
    1.991324     9.363651 2
   -4.258976    -5.850184 3
    3.897407    -2.141971 1
   -1.717412     3.393376 2
    0.845186    -6.344522 3
    4.990970    -3.782648 1
    2.999275     3.312541 2
   -8.922153     6.194266 3
    3.621530    -4.086829 1
   -3.018622     8.319293 2
  -10.604092     2.023530 3
    4.219672    -0.696638 1
    2.557559     6.660009 2
   -0.445084    -4.677706 3
    3.359279    -4.248334 1
   -1.461861     4.373318 2
    2.910007    -3.719174 3
    5.548830    -2.921962 1
    2.017838     6.091317 2
    0.880981    -4.651060 3
    4.084515    -1.667911 1
   -3.792390     8.781305 2
   -3.424414    -7.383445 3
    4.917926    -2.347911 1
    2.441295     5.100779 2
    1.467142    -5.854215 3
    6.179837    -2.215010 1
    2.487179     8.608588 2
   -0.390524    -9.322681 3
    5.463262    -1.617831 1
    1.137950     7.279925 2
    2.243782    -3.386520 3
    3.091423    -2.000093 1
    2.693544     4.615339 2
    0.712097    -4.284431 3
    4.566241    -5.713240 1
    2.472075     5.960448 2
   -4.499198    -4.256258 3
    4.609326    -1.170815 1
   -1.940314     2.981465 2
   -5.975778     0.202516 3
    3.877545    -2.544332 1
    0.826911     5.528565 2
   -7.094753    -2.304319 3
    5.718180    -3.986092 1
   -1.012954     6.634671 2
   -5.199452     9.515878 3
    5.618117    -2.071638 1
   -3.682185     3.233962 2
   -6.766621     0.252468 3
    3.489316    -5.534796 1
   -3.152991     3.184042 2
   -4.166991     1.760917 3
    4.668940    -3.054674 1
   -3.126937     3.590400 2
   -3.774455    -3.647675 3
    3.956237    -1.558232 1
   -0.846841     5.434853 2
   -3.833699    -2.716348 3
    2.601733    -2.577209 1
   -1.863044     5.781609 2
   -2.634702     2.781934 3
    3.121169    -4.143788 1
    0.964463     7.277624 2
   -8.925304    -1.768593 3
    3.892188    -1.922865 1
    3.673612     3.063750 2
   -7.393350    -3.466348 3
    5.486620    -3.571926 1
    1.776810     3.372776 2
   -3.109447     0.902596 3
    6.226900    -2.165905 1
   -1.395047     2.743826 2
   -4.095933   -12.311423 3
    3.946439    -1.995240 1
    1.205311     4.655525 2
   -8.955406    -6.290138 3
    4.504813    -1.150361 1
   -2.846561     5.333861 2
   -5.066047    -7.724762 3
    4.171825    -1.978559 1
    1.035803     5.926670 2
   -5.856296     2.149134 3
    5.037086    -1.131173 1
    4.433577     5.778419 2
   -5.188813    -1.395348 3
    3.614150    -3.944092 1
   -1.053424     4.541836 2
   -2.785432    -9.412003 3
    4.240632    -2.483017 1
   -2.940660     8.374516 2
   -2.090962    -2.505524 3
    4.538145    -3.120258 1
   -0.115454     3.869718 2
   -0.578624    -3.936922 3
    6.223700    -4.296540 1
    2.948926     3.110679 2
   -9.194051    -7.344867 3
    5.933043    -1.202187 1
   -1.903955     5.281388 2
   -4.910429     5.264450 3
    4.844921    -3.544888 1
   -0.058226     6.898428 2
   -9.051405     3.768481 3
    2.20