data.cpp

支持向量机是一种专门用于样本分类的算法,本程序用VC++实现了SVM算法

{  4.7302544e-001,  5.1600594e-001 , 9.1158876e-002, -1.3466319e-001, -1.2308098e-001, -4.9647408e-002,  6.0912787e-004, -1.7356746e-001, -1.8305484e-001, -2.0600998e-002,  8.3114197e-002, -1.4448086e-001,  4.3065324e-002,  1.6784735e-003 ,-3.9200587e-002,  2.1006159e-002 , 4.5711707e-002,  2.6967236e-002,  2.0093766e-003,  9.0530516e-002 ,-1.8688061e-002 ,-4.5372672e-002 ,-2.8568345e-002,  1.8669465e-002,  5.2483039e-002 , 5.2649867e-002  ,3.3883734e-002,  2.1568314e-002 , 1.7242571e-002 , 1.1181027e-002,  1.5424051e-002, -3.7841530e-002 ,-2.8873271e-002 , 1.1642798e-002 , 1.7146270e-003 , 1.7712101e-002, -1.5624255e-002, -3.5919564e-003, -1.1322830e-002},
{  5.5635311e-001,  5.7205263e-001,  1.0722691e-001, -1.3887187e-001, -1.5936391e-001, -1.4977755e-001, -2.6521038e-002, -4.5157255e-002, -3.2745459e-001,  1.5587843e-001,  4.5704801e-002, -8.9279696e-002,  5.0398371e-002, -3.4946439e-002, -3.7000290e-002, -6.0254158e-003,  1.4759755e-002, -2.7363540e-002,  3.1601450e-002,  5.4661914e-002, -1.0880204e-002, -2.8213128e-002, -2.7134818e-002, -1.5404920e-002,  4.6843087e-002,  5.3873064e-002 ,-3.9759262e-003,  2.0077124e-002 , 2.2325411e-002,  1.0796074e-002,  1.0338938e-002, -3.1257045e-002, -3.6830391e-002,  6.0303028e-003,  1.0443742e-002,  1.8206268e-002, -1.2755943e-002,  4.7787092e-003, -2.8292275e-002},
{  5.2382296e-001,  4.5370753e-001 , 5.4964812e-002, -7.2679913e-002, -3.4059479e-001 ,-5.8700197e-002, -4.3208861e-003 ,-3.4910213e-002, -2.2672249e-001,  5.3158739e-002 , 3.6617953e-002, -9.7336497e-002,  2.3205498e-002, -1.3723884e-002, -7.3707956e-002 , 3.0051758e-002,  3.0293273e-002 ,-2.8589655e-002,  5.2685933e-003 , 5.8239984e-002,  2.0047835e-002 ,-1.4756228e-002, -6.4751899e-004, -1.3596838e-002,  1.2449414e-003,  4.3069727e-002 , 1.2979943e-002,  3.0233016e-002,  6.6190932e-003 , 2.1316252e-002 , 4.9103232e-003 ,-2.6177250e-002, -4.6299402e-002,  4.4846811e-003, -4.4115901e-003,  9.2605929e-003 ,-1.4812446e-002 ,-5.9215244e-003 ,-1.4403144e-002},
{  5.0902432e-001,  4.9028705e-001,  4.0218262e-002, -5.7912504e-002, -3.4588446e-001 ,-7.9425372e-002,  6.6603858e-003, -2.8597066e-002, -2.0698186e-001,  5.3972238e-002,  6.0454801e-002, -9.4789195e-002,  4.8814990e-002, -1.6577933e-002 ,-7.9493066e-002,  2.6300233e-002 , 1.8742976e-002, -4.4956755e-002,  1.3051789e-002,  6.4146727e-002,  6.5243318e-003, -2.3216457e-002,  1.0190652e-003, -1.7335800e-002,  9.6901613e-003,  4.0150577e-002,  1.5705905e-002 , 2.4658385e-002,  1.1301259e-002 , 1.7905568e-002,  1.3950952e-002, -4.5652275e-002, -3.3351663e-002, -6.3541598e-003,  3.7998901e-003 , 1.6381903e-002 ,-1.4719929e-002 ,-1.6749423e-002, -1.6931478e-002},
{  5.6115120e-001 , 5.4281033e-001 , 1.3199108e-001, -1.1039543e-001 ,-1.3940287e-001, -1.0429213e-001 , 4.9114773e-003, -4.3398031e-002, -3.2583914e-001  ,1.4636801e-001 , 5.2887937e-002, -1.0244153e-001,  6.8668165e-002, -2.4754950e-002 ,-3.9818523e-002, -2.8239559e-002,  4.0386731e-003, -1.8008037e-002,  2.9839444e-002,  5.9917162e-002, -5.2741023e-003, -2.3237359e-002, -3.4151493e-002 ,-2.3428323e-002,  4.2127205e-002,  4.5783172e-002, -1.6608877e-002 , 3.1120048e-002,  1.7534634e-002, -6.1061508e-003,  9.0358295e-003 ,-2.8665019e-002 ,-1.5776955e-002, -1.1335257e-002,  1.9847780e-002,  1.7879632e-002, -1.8892031e-002, -6.1090678e-003, -1.8718070e-002},
{  5.8705349e-001 , 5.3475360e-001,  1.3310218e-001, -1.3716908e-001, -2.3250171e-001, -1.3662318e-001, -2.9396175e-003, -3.3205267e-002, -2.9914104e-001,  1.4075582e-001,  6.7436996e-002, -9.7502496e-002,  4.6464300e-002, -5.4538095e-002, -3.4576232e-002, -7.7885808e-003,  1.1616403e-002, -8.4628413e-003,  2.4334218e-003,  5.5069533e-002,  7.0162021e-003, -1.6312800e-002 ,-1.1724649e-002 ,-1.5746698e-002 , 3.9380390e-002 , 4.2799134e-002,  9.4000184e-003 , 2.6506084e-002 , 2.7702725e-002,  4.2794989e-003 , 9.6946919e-003, -3.8109543e-002, -2.3586981e-002 , 4.4669958e-003 , 2.1134189e-002 , 2.3043600e-002 ,-2.0655738e-002, -1.0270801e-002, -2.5029958e-002},
{  4.6152963e-001 , 5.5243989e-001, -3.1470204e-002 ,-1.0859765e-001, -6.3388897e-002, -2.1755835e-001 , 8.6893647e-002, -1.2184897e-001 ,-1.7550024e-001 , 1.0378933e-001, -2.6627929e-002, -1.3418665e-001,  4.5935608e-002  ,3.6193327e-002, -1.5466034e-002,  9.0092108e-003, -1.8169680e-002, -1.1805249e-002,  3.7764226e-002,  7.5632288e-002, -2.3751156e-002, -4.0175749e-003, -1.1767968e-002,  1.1220268e-002, -7.5237483e-003,  6.2824122e-002 , 3.5725245e-002 , 4.0778671e-002 , 8.9166449e-003, -1.2335545e-002 ,-1.8499394e-002, -3.0884825e-002, -4.2738877e-002 ,-1.5719201e-003 , 8.0989365e-003 ,-2.2553228e-004 ,-5.7246440e-003,  1.5567084e-002, -1.6425862e-002},
{  4.5731340e-001 , 5.7814012e-001 ,-1.7774872e-002 ,-9.1551947e-002 ,-7.9388785e-002 ,-1.9407460e-001 , 5.4486917e-002, -9.6782291e-002, -1.6877824e-001,  1.0545839e-001,  2.2743396e-002, -1.2698777e-001  ,3.0724796e-002 , 3.5054291e-002, -1.2645073e-002, -1.6027394e-002, -2.7450491e-002, -1.8424920e-002 , 3.2753937e-002,  8.3091480e-002, -3.8019906e-002, -3.1602059e-002, -6.5061997e-003,  1.3290716e-002 ,-4.1221141e-003,  6.2422769e-002,  3.2568479e-002 , 3.7865833e-002 ,-2.3052255e-003,  1.0412391e-002 ,-1.4903947e-002 ,-3.5480050e-002 ,-2.8687686e-002 , 7.8561150e-004,  9.2373833e-003, -3.3582632e-004 ,-1.9195293e-002 , 3.4444136e-003, -2.0431249e-002},
{  4.2814513e-001 , 5.5317279e-001 ,-2.9856864e-002 ,-1.1653026e-001, -5.9030379e-002, -2.0586571e-001 , 8.3831477e-002 ,-1.3692781e-001 ,-1.4631015e-001 , 1.2382900e-001, -4.1464162e-002 ,-1.4386246e-001 , 5.0336204e-002 , 2.3750672e-002, -6.7765382e-003, -6.2678882e-004 ,-1.8541062e-002 ,-1.4247724e-002 , 2.6733064e-002,  7.6985651e-002, -2.3920076e-002 ,-1.8371286e-002, -7.8155256e-003 , 2.1253805e-002 ,-1.1812807e-002 , 6.1170883e-002 , 3.5466588e-002,  4.3667215e-002 ,-7.3668837e-003, -3.2758947e-003 ,-7.5789193e-003 ,-3.4036306e-002 ,-3.8477222e-002  ,5.8298516e-003  ,2.0318430e-002 ,-1.8823825e-002 , 7.3071575e-004 ,-1.8796363e-003, -2.0937439e-002},
{  4.4797211e-001,  5.6066510e-001, -8.2315189e-003, -7.7313817e-002, -1.3306460e-001, -1.8486532e-001,  5.5695208e-002, -1.4070219e-001, -1.4479328e-001,  1.2746013e-001, -6.8818772e-003 ,-1.3446409e-001,  1.1779778e-002 , 1.0085079e-002 ,-2.8751964e-002, -1.9282951e-002,  3.4628270e-003, -3.7213873e-002,  2.4989388e-002,  6.7755334e-002, -1.2616435e-002, -2.7281188e-002, -1.0050794e-002 , 1.6895711e-002 , 2.3628795e-002,  5.5105958e-002,  3.9114159e-002 , 4.3371404e-002 , 9.7613088e-004 , 2.4216905e-002 , 6.9075774e-003 ,-4.6041573e-002 ,-2.1432528e-002 , 1.2685875e-002 , 9.0763124e-003, -3.5696271e-003, -1.3800634e-002,  1.9120261e-003 ,-2.5233366e-002},
{  4.5308708e-001,  5.5223382e-001 ,-3.2443026e-002 ,-5.7628341e-002, -1.6013091e-001, -1.7046633e-001,  5.0395470e-002, -1.2668435e-001 ,-1.6222700e-001,  1.1132454e-001 , 7.2849868e-003, -1.2541615e-001 ,-1.3528982e-002,  2.0767136e-002 ,-3.3832056e-002, -9.3063282e-004,  3.8800542e-003, -3.3827259e-002,  3.1440333e-002,  6.5143217e-002, -4.8111264e-003, -2.7607260e-002, -1.2054208e-002,  1.5435764e-002,  3.5226044e-002 , 5.9053233e-002 , 2.4555156e-002,  5.1329475e-002,  1.0022029e-002 , 4.3913893e-003 , 6.4501306e-003 ,-3.9653272e-002, -2.1712861e-002  ,2.0613586e-002 , 2.8875627e-003, -1.5576080e-002, -1.1178867e-002, -1.0312394e-002, -2.8171878e-002}};


Y[50]={-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,//10
1,1,1,1,1,-1,-1,-1,-1,-1,//20
-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,//30
-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,//40
-1,-1,-1,-1,-1,-1,-1,-1,-1,-1
}