original_train_test.txt

library for SVMclassification and regression. It solves C-SVM classification, nu-SVM classification

-1 1:6.684707e-015 2:7.591375e-003 3:1.870248e-021 4:1.960691e-013 5:5.146172e-005 6:4.315989e-011 7:1.319110e-025 8:2.079481e-018 9:2.527016e-014 10:3.459530e-015 11:2.416077e-020 12:1.694380e-025 13:8.878856e-011 14:7.524220e-022 15:1.995532e-016 16:3.441495e-003 17:3.852435e-003 18:6.429644e-016 19:1.658510e-002 20:3.859680e-004 21:5.305150e-001 22:9.767801e-021 23:7.063948e-007 24:1.844231e-007 25:8.914372e-008 26:2.775810e-004 27:2.044783e-008 28:5.535439e-011 29:6.506964e-013 30:1.645925e-007 31:6.797832e-015 32:5.848675e-014 33:2.925568e-005 34:6.530953e-018 35:3.924385e-007 36:9.777582e-011 37:4.326130e-006 38:1.046391e-020 39:7.941865e-003 40:9.168697e-005 41:2.683931e-004 42:2.530608e-002 43:2.477142e-003 44:6.348988e-008 45:2.565490e-008 46:1.403396e-011 47:3.903831e-001 48:1.079603e-002 49:9.673386e-013 50:1.955200e-017 
-1 1:5.600938e-004 2:2.808238e-005 3:5.115727e-001 4:3.795117e-002 5:3.352705e-004 6:2.055907e-004 7:4.699393e-003 8:3.254939e-005 9:1.406178e-004 10:4.029963e-002 11:4.726490e-004 12:1.044039e-002 13:1.201903e-003 14:1.606337e-002 15:1.273249e-002 16:3.467511e-003 17:3.164633e-003 18:6.970009e-002 19:6.014234e-004 20:1.912626e-002 21:1.347946e-003 22:2.343874e-005 23:1.370218e-002 24:2.731984e-003 25:5.195890e-004 26:2.162215e-003 27:3.166019e-004 28:3.994737e-002 29:2.796405e-002 30:7.664486e-004 31:1.850300e-004 32:1.119087e-001 33:1.496446e-003 34:5.189675e-004 35:4.829177e-004 36:5.179439e-003 37:7.508069e-004 38:7.589181e-005 39:4.099680e-003 40:5.471959e-003 41:7.137561e-003 42:7.917755e-004 43:1.218394e-002 44:8.113551e-003 45:4.410435e-004 46:2.814123e-003 47:7.607215e-004 48:1.977224e-003 49:1.324345e-002 50:8.914743e-005 
-1 1:1.138935e-002 2:3.693156e-007 3:2.962566e-002 4:2.835938e-002 5:2.679812e-004 6:8.829987e-003 7:1.133239e-001 8:4.960544e-003 9:4.978978e-002 10:3.207835e-002 11:3.654423e-002 12:1.110426e-002 13:1.876808e-003 14:6.623589e-002 15:1.062050e-002 16:5.406449e-005 17:2.245189e-006 18:5.764640e-002 19:2.871233e-007 20:5.234550e-004 21:3.776161e-008 22:1.269947e-001 23:6.821341e-004 24:2.975779e-002 25:6.344495e-003 26:3.115594e-005 27:3.876450e-004 28:1.407114e-002 29:1.443005e-003 30:3.397082e-003 31:3.157855e-002 32:9.557281e-002 33:3.774004e-003 34:7.147667e-002 35:2.793867e-003 36:1.509415e-002 37:6.811605e-003 38:4.251713e-002 39:7.617310e-006 40:3.784903e-005 41:7.843448e-005 42:4.290006e-006 43:2.077796e-003 44:1.113484e-003 45:1.020008e-002 46:9.422439e-003 47:4.191571e-008 48:3.236929e-005 49:4.581578e-002 50:1.524842e-002 
-1 1:1.728070e-002 2:1.294224e-004 3:3.473873e-006 4:3.269424e-005 5:6.014790e-003 6:1.290315e-001 7:1.866758e-004 8:2.818605e-004 9:3.326225e-002 10:9.296877e-006 11:2.451890e-002 12:2.023207e-006 13:2.882918e-003 14:3.490040e-004 15:5.421531e-007 16:3.148914e-003 17:1.724420e-002 18:7.178234e-005 19:3.922107e-005 20:9.563994e-004 21:5.697546e-004 22:9.601738e-002 23:6.921492e-002 24:1.162515e-003 25:2.043713e-004 26:1.966744e-002 27:5.301687e-003 28:1.179127e-002 29:2.130559e-001 30:1.632818e-002 31:5.276112e-003 32:2.041902e-006 33:5.735249e-003 34:1.016725e-002 35:7.683482e-002 36:2.305117e-004 37:1.797772e-002 38:3.065944e-004 39:8.673413e-003 40:1.787602e-004 41:6.404154e-006 42:3.886218e-003 43:7.275102e-002 44:2.959210e-002 45:5.426085e-002 46:3.967833e-002 47:1.426221e-003 48:1.090069e-003 49:4.379211e-004 50:2.728376e-003 
-1 1:1.316877e-005 2:5.306847e-003 3:2.853298e-004 4:4.384113e-002 5:2.640814e-003 6:6.230218e-003 7:1.214418e-005 8:4.747496e-006 9:7.206076e-003 10:8.605646e-003 11:1.975047e-006 12:2.898465e-002 13:2.700197e-003 14:6.002832e-004 15:1.273425e-001 16:1.157743e-002 17:2.106804e-003 18:3.903706e-003 19:5.449830e-002 20:6.549680e-002 21:2.144167e-002 22:1.455406e-003 23:3.746830e-004 24:5.336098e-002 25:1.489939e-002 26:8.301106e-004 27:6.396140e-003 28:8.703863e-006 29:5.358831e-007 30:1.009829e-003 31:3.884917e-003 32:4.848373e-003 33:4.889730e-002 34:6.120703e-004 35:3.201067e-003 36:1.647223e-003 37:2.496088e-002 38:3.760001e-004 39:2.186893e-003 40:9.979004e-002 41:7.722381e-002 42:3.453138e-003 43:1.084264e-001 44:1.415097e-004 45:5.100228e-002 46:7.526177e-004 47:1.465644e-002 48:7.708255e-002 49:4.965343e-003 50:7.550193e-004 
-1 1:2.650602e-002 2:1.724145e-002 3:4.803146e-005 4:1.215524e-005 5:1.751796e-002 6:1.033006e-003 7:4.214278e-006 8:1.959056e-005 9:2.330506e-003 10:1.156676e-004 11:1.184877e-002 12:6.437450e-007 13:1.832006e-002 14:3.134142e-004 15:2.895032e-006 16:2.592842e-002 17:1.256224e-001 18:2.442858e-004 19:2.505283e-003 20:4.761170e-003 21:3.130558e-002 22:3.966263e-003 23:6.174891e-002 24:5.828607e-003 25:1.624274e-003 26:5.022259e-002 27:3.521631e-002 28:3.537722e-002 29:3.258465e-005 30:2.411499e-002 31:3.255664e-003 32:5.107548e-005 33:2.082943e-002 34:2.026827e-003 35:5.437250e-002 36:7.472451e-004 37:1.556848e-002 38:3.075742e-010 39:9.338964e-002 40:3.605384e-003 41:1.778420e-003 42:3.155383e-002 43:9.228537e-002 44:4.801412e-002 45:2.118709e-003 46:4.124529e-002 47:4.288884e-002 48:3.867347e-002 49:1.911486e-003 50:1.870941e-003 
-1 1:3.942201e-004 2:3.218875e-003 3:1.082182e-006 4:2.098385e-003 5:3.290960e-002 6:2.370968e-002 7:1.560954e-005 8:1.475635e-002 9:2.239450e-003 10:1.484138e-003 11:7.263449e-005 12:9.686161e-005 13:2.933397e-004 14:8.425340e-005 15:3.740259e-003 16:2.322622e-002 17:3.524782e-002 18:1.501055e-004 19:9.921310e-002 20:6.706183e-002 21:1.793529e-002 22:2.007230e-003 23:1.842916e-002 24:1.300976e-002 25:6.179732e-003 26:2.476741e-002 27:1.190287e-002 28:4.137947e-004 29:9.868589e-006 30:1.398237e-002 31:1.257005e-003 32:2.451276e-005 33:3.288342e-002 34:1.183829e-003 35:1.486062e-002 36:1.180299e-002 37:2.580048e-002 38:1.040183e-001 39:1.856988e-002 40:5.062618e-002 41:3.994599e-002 42:7.367503e-003 43:9.817259e-002 44:2.711710e-003 45:5.395636e-002 46:1.020995e-002 47:1.970049e-002 48:8.528458e-002 49:1.322679e-003 50:1.649623e-003 
-1 1:6.186798e-002 2:1.021582e-002 3:1.250236e-005 4:1.208417e-005 5:1.886250e-002 6:3.542122e-003 7:4.048817e-005 8:2.716031e-003 9:1.411735e-002 10:7.019512e-005 11:7.632382e-002 12:4.753557e-008 13:2.534140e-002 14:8.810362e-004 15:4.190405e-007 16:1.198735e-002 17:6.227783e-003 18:6.450203e-005 19:5.661889e-004 20:5.314571e-003 21:1.556611e-003 22:4.087498e-002 23:3.809902e-002 24:1.357376e-002 25:4.422332e-003 26:2.712376e-002 27:5.049200e-002 28:6.057100e-002 29:5.015179e-005 30:8.018032e-002 31:9.936533e-003 32:8.347723e-006 33:3.882266e-002 34:3.054538e-003 35:7.132236e-002 36:1.588136e-003 37:6.411510e-002 38:1.722156e-006 39:5.321161e-003 40:1.064214e-003 41:2.030065e-003 42:1.379949e-002 43:1.016460e-001 44:4.166218e-002 45:1.351264e-002 46:5.047151e-002 47:2.215843e-003 48:1.845819e-002 49:4.295059e-004 50:5.431700e-003 
-1 1:2.977350e-002 2:1.828511e-004 3:1.823862e-002 4:3.217074e-002 5:3.658799e-003 6:1.538348e-002 7:6.201603e-003 8:9.106968e-002 9:1.915743e-002 10:1.016612e-001 11:6.045732e-002 12:3.243241e-001 13:4.062435e-003 14:5.480493e-003 15:1.143981e-002 16:3.831359e-004 17:5.958132e-003 18:5.410242e-003 19:1.056924e-003 20:6.341559e-004 21:2.097098e-003 22:6.722730e-003 23:1.596283e-002 24:3.104018e-003 25:8.358611e-004 26:3.623006e-003 27:4.706064e-003 28:3.511862e-002 29:5.375729e-004 30:3.590421e-003 31:1.865541e-002 32:1.563743e-003 33:6.866505e-004 34:3.012412e-003 35:6.115899e-003 36:1.667004e-002 37:1.325259e-002 38:8.706338e-003 39:2.270115e-003 40:5.308420e-004 41:1.333708e-004 42:2.094684e-003 43:1.542185e-002 44:2.693902e-002 45:4.411715e-002 46:1.018547e-002 47:2.179046e-003 48:3.389849e-004 49:5.114524e-003 50:9.008978e-003 
-1 1:3.317422e-004 2:2.764479e-003 3:5.468781e-012 4:2.743376e-010 5:1.544432e-002 6:1.125447e-007 7:1.343897e-020 8:3.803681e-010 9:2.822101e-005 10:1.414864e-008 11:2.654904e-005 12:3.206898e-012 13:5.321175e-004 14:2.169061e-010 15:1.303865e-009 16:5.822658e-002 17:1.333642e-001 18:7.611592e-007 19:2.064146e-005 20:1.008430e-002 21:6.349815e-002 22:9.358261e-008 23:4.157950e-002 24:1.305959e-003 25:2.977849e-006 26:1.277092e-001 27:4.235786e-004 28:3.213244e-004 29:9.256096e-008 30:2.451764e-003 31:2.979112e-005 32:8.704882e-008 33:3.060736e-002 34:1.988722e-008 35:1.131444e-002 36:6.063010e-005 37:9.270924e-005 38:1.492007e-022 39:2.150530e-001 40:2.730504e-004 41:2.507672e-007 42:4.140796e-002 43:1.150139e-002 44:1.555027e-002 45:1.468177e-007 46:5.050450e-005 47:2.130192e-001 48:2.916136e-003 49:5.764059e-006 50:6.235779e-007 
-1 1:1.372461e-006 2:2.164871e-003 3:8.662993e-012 4:1.182937e-012 5:6.222786e-003 6:3.059620e-010 7:2.083392e-017 8:1.865605e-013 9:4.129910e-006 10:1.801941e-010 11:3.260098e-007 12:1.005734e-016 13:1.044104e-004 14:2.001975e-008 15:1.600661e-009 16:2.937458e-002 17:2.601814e-002 18:5.393412e-008 19:7.692513e-003 20:3.398431e-003 21:3.188201e-001 22:1.626674e-008 23:9.261344e-005 24:2.448561e-004 25:4.122518e-005 26:1.586385e-002 27:8.439837e-005 28:1.873392e-006 29:5.008793e-008 30:2.133255e-004 31:1.635035e-005 32:6.977424e-008 33:3.850283e-003 34:2.275320e-009 35:1.621477e-004 36:1.148786e-006 37:3.545147e-005 38:1.073195e-021 39:6.075197e-002 40:1.621182e-004 41:1.760259e-004 42:9.538254e-002 43:2.739915e-005 44:5.151633e-005 45:1.370725e-010 46:3.970655e-008 47:4.171377e-001 48:1.190094e-002 49:3.254097e-007 50:6.825124e-008 
-1 1:3.238943e-004 2:5.901524e-004 3:5.256651e-001 4:4.024413e-002 5:3.726082e-004 6:3.565637e-004 7:2.845796e-002 8:1.380018e-002 9:1.281798e-004 10:3.372017e-002 11:1.114539e-003 12:2.932176e-002 13:1.514268e-003 14:2.848469e-002 15:1.190304e-002 16:3.869294e-003 17:3.556681e-003 18:7.146156e-002 19:5.181174e-004 20:2.660589e-002 21:5.877351e-004 22:1.275382e-004 23:9.613660e-003 24:1.213437e-003 25:2.869831e-004 26:2.133548e-003 27:1.320007e-004 28:3.036835e-002 29:2.509925e-002 30:9.840450e-004 31:7.099495e-005 32:5.109356e-002 33:1.414615e-003 34:6.579613e-004 35:2.239454e-004 36:4.568037e-003 37:8.392367e-004 38:1.000204e-003 39:5.438714e-003 40:1.126847e-002 41:7.378252e-003 42:3.434997e-004 43:7.009313e-003 44:7.333184e-003 45:9.818623e-004 46:1.591870e-003 47:2.751317e-004 48:1.877336e-003 49:3.903607e-003 50:1.748418e-004 
-1 1:1.074171e-002 2:1.929993e-007 3:3.706145e-002 4:3.087558e-002 5:1.143758e-004 6:8.204639e-003 7:1.285681e-001 8:5.101941e-003 9:5.616091e-002 10:2.762987e-002 11:5.404519e-002 12:5.866093e-002 13:3.347103e-004 14:8.703918e-002 15:1.801047e-002 16:7.674243e-006 17:1.065271e-008 18:3.102363e-003 19:4.214800e-009 20:1.319289e-004 21:1.532776e-010 22:9.277544e-002 23:1.396082e-005 24:3.626230e-002 25:7.618239e-003 26:1.587127e-006 27:5.843418e-005 28:2.387313e-003 29:4.602492e-004 30:2.567504e-003 31:4.585164e-002 32:2.906166e-002 33:2.111267e-003 34:1.544841e-001 35:1.350287e-003 36:6.716418e-003 37:7.334398e-004 38:4.010615e-002 39:1.121892e-007 40:7.793254e-006 41:5.153454e-006 42:7.016894e-007 43:6.496395e-006 44:1.673821e-004 45:4.502930e-004 46:1.235156e-003 47:2.572181e-010 48:9.017524e-007 49:2.087196e-002 50:2.890284e-002 
-1 1:8.942676e-005 2:8.961663e-004 3:1.124510e-004 4:4.285653e-003 5:3.191703e-003 6:2.254387e-001 7:2.251359e-005 8:1.405645e-002 9:8.224051e-002 10:6.150745e-003 11:2.825694e-004 12:8.452302e-003 13:9.289084e-005 14:9.299385e-006 15:3.573263e-002 16:9.812882e-003 17:7.111432e-003 18:1.339932e-002 19:1.289166e-004 20:1.955893e-002 21:9.599834e-003 22:7.601870e-002 23:2.274952e-003 24:4.712208e-002 25:1.586110e-003 26:2.356088e-003 27:7.353583e-005 28:1.943322e-005 29:5.642176e-003 30:9.653232e-004 31:1.222376e-002 32:2.002016e-002 33:8.756849e-002 34:4.198639e-003 35:1.369757e-002 36:1.159698e-002 37:5.845513e-003 38:2.145082e-002 39:2.535423e-002 40:1.156422e-003 41:3.192741e-005 42:4.360230e-003 43:3.695653e-002 44:2.395861e-004 45:1.223285e-001 46:6.475953e-004 47:2.065512e-002 48:1.230388e-003 49:2.709291e-002 50:6.620817e-003