td_model2

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

svm_type c_svc
kernel_type linear
nr_class 2
total_sv 23
rho 0.936478
label 1 -1
nr_sv 10 13
SV
1 1:0.01080486 2:0.002279231 3:0.002176669 4:0.01540986 5:0.00506525 6:8.827344e-05 7:0.01681825 8:0.02103689 9:0.02155834 10:0.002162722 11:0.009608028 12:0.144991 13:0.1880871 14:0.07096081 15:0.06297711 16:0.001206353 17:0.001238578 18:0.04856189 19:0.04457432 20:0.0007192401 21:0.007904139 22:0.02220313 23:0.0003862896 24:0.002227046 25:0.01498938 26:0.001265789 27:0.09655727 28:0.00199625 29:0.0001149271 30:0.003813099 31:0.03812095 32:0.0003452755 33:0.0005637765 34:0.002633713 35:0.0007371223 36:0.002343578 37:0.01375006 38:0.005464816 39:0.0001622908 40:0.007767071 41:0.01266337 42:0.01768601 43:0.0003145438 44:0.000719266 45:0.0010767 46:0.005792779 47:0.003789422 48:0.003132204 49:0.002498881 50:0.05865614 
1 1:0.01834007 2:0.02880757 3:0.002032423 4:0.01215941 5:0.01440823 6:0.001533108 7:0.001852921 8:1.38135e-05 9:0.04550957 10:0.01410557 11:0.008851372 12:0.01569846 13:0.08096257 14:0.004408376 15:0.05163613 16:0.02524447 17:0.007912977 18:0.06059029 19:0.0005960303 20:0.008703724 21:0.0004454876 22:0.1173286 23:0.02186081 24:0.04180476 25:0.00607371 26:0.005573406 27:0.02721662 28:0.00730944 29:5.808502e-05 30:0.0127361 31:0.006320972 32:0.009481912 33:0.03163521 34:0.03798019 35:0.02734349 36:0.02461627 37:0.001136456 38:0.0001448637 39:0.01411163 40:0.01075013 41:0.002644818 42:0.0028026 43:5.685869e-05 44:0.02115334 45:0.0001661895 46:0.01954769 47:0.0003867125 48:0.00748414 49:0.1055494 50:0.03291299 
1 1:0.01914322 2:0.005455988 3:0.0003490357 4:0.0006114295 5:0.04102899 6:0.0001025091 7:5.643951e-07 8:0.198106 9:0.00299454 10:0.03454414 11:0.004243221 12:0.002769227 13:0.0118889 14:7.584853e-05 15:0.01054951 16:0.04914229 17:0.01246367 18:0.006043724 19:0.09874425 20:0.01064506 21:0.01869124 22:9.437659e-05 23:0.002463601 24:0.01617336 25:0.09028245 26:0.02582259 27:0.08532937 28:0.002361486 29:1.654178e-06 30:0.007477872 31:0.01186382 32:0.00398133 33:0.006481764 34:0.0006046766 35:0.005529789 36:0.04194145 37:0.0003308559 38:0.009679361 39:0.005210988 40:0.008711774 41:0.0374374 42:0.0167104 43:7.799318e-06 44:0.003346673 45:5.878297e-07 46:0.001498918 47:0.01824285 48:0.01884968 49:0.01259468 50:0.03937504 
1 1:6.590193e-06 2:0.1529259 3:0.004541955 4:0.0002153645 5:2.142015e-05 6:8.996552e-05 7:0.06982603 8:0.02510646 9:0.0003317639 10:0.0004317275 11:0.0001793368 12:0.003307641 13:6.397756e-05 14:0.004743788 15:0.003911171 16:1.154895e-08 17:2.006417e-05 18:0.0005259223 19:0.007832882 20:1.314981e-08 21:0.0003330477 22:0.003036019 23:5.316182e-08 24:1.549583e-07 25:0.0001897684 26:8.520732e-08 27:1.497651e-07 28:8.326114e-07 29:1.034579e-05 30:4.059307e-07 31:0.002025499 32:0.001142197 33:3.739537e-09 34:0.000462513 35:5.249194e-07 36:0.0001161447 37:7.110268e-06 38:0.7157919 39:8.19681e-06 40:3.337006e-06 41:0.0002446783 42:9.722209e-05 43:9.412371e-09 44:1.113414e-07 45:0.0001732865 46:2.599645e-06 47:4.624651e-05 48:2.25161e-07 49:0.0002667878 50:0.001958494 
1 1:0.000248515 2:2.240487e-06 3:0.09943851 4:0.008792034 5:0.0001292766 6:0.002351892 7:0.2218534 8:0.00514454 9:0.02588478 10:5.988928e-06 11:0.0003449955 12:0.2057933 13:0.0004207907 14:0.001213905 15:5.640823e-06 16:5.851059e-11 17:2.800043e-11 18:0.0002417967 19:9.365876e-06 20:1.338812e-08 21:5.095269e-08 22:0.004515068 23:1.979223e-05 24:0.0006897359 25:0.002979264 26:1.840218e-09 27:1.089705e-05 28:3.334067e-06 29:0.01824554 30:0.0006194892 31:0.004578284 32:0.0002644942 33:9.553292e-06 34:0.002774799 35:0.001376193 36:9.179927e-05 37:0.0002106285 38:0.3674687 39:1.467317e-10 40:4.869947e-09 41:4.609739e-06 42:0.0003203996 43:8.798485e-09 44:4.41664e-06 45:1.567669e-05 46:8.56352e-06 47:1.751074e-09 48:8.194122e-08 49:7.59758e-05 50:0.02383167 
1 1:0.0001200121 2:0.005644871 3:2.747196e-05 4:2.007985e-07 5:0.02191704 6:3.77852e-06 7:3.20886e-12 8:4.758437e-10 9:0.004103957 10:0.0001917137 11:2.547586e-05 12:4.227669e-06 13:0.007313736 14:1.369547e-07 15:0.006727234 16:0.02413111 17:0.006111703 18:0.0110792 19:4.005453e-06 20:0.03682329 21:0.003052073 22:7.433189e-05 23:0.03927405 24:0.1656027 25:0.0005121124 26:0.01745944 27:0.001496581 28:0.0001097804 29:1.666899e-08 30:0.0150466 31:0.0003061518 32:0.06308354 33:0.3977022 34:2.634589e-05 35:0.0379867 36:0.0329446 37:0.0001008268 38:5.332622e-18 39:0.04262996 40:0.0005626327 41:1.017006e-05 42:0.0223388 43:0.002301894 44:0.007935278 45:6.876872e-07 46:0.0001055108 47:0.009599473 48:0.002431556 49:0.0130168 50:6.00398e-05 
1 1:1.366723e-06 2:0.007767569 3:6.998063e-08 4:5.007034e-07 5:0.01284216 6:1.76707e-07 7:1.446339e-08 8:7.835873e-13 9:4.034567e-06 10:5.254256e-09 11:1.412308e-08 12:1.773417e-09 13:7.008082e-05 14:3.27262e-06 15:3.404657e-07 16:0.4415505 17:0.01715494 18:3.056914e-07 19:9.367929e-07 20:0.05491131 21:0.005341977 22:1.470228e-07 23:0.0001767419 24:0.01784044 25:2.834633e-06 26:0.06296427 27:3.503212e-06 28:3.468161e-06 29:3.895492e-08 30:0.001886243 31:1.138379e-05 32:3.842518e-07 33:0.2276265 34:2.279948e-05 35:0.002171335 36:2.681079e-05 37:9.320932e-06 38:2.733087e-15 39:0.1136809 40:0.003687179 41:4.912254e-08 42:0.002634912 43:0.0006322332 44:0.0001087749 45:6.989593e-09 46:0.0005883379 47:0.02550365 48:0.0006223462 49:0.0001360651 50:9.817499e-06 
1 1:0.0007027338 2:0.02040688 3:0.4770101 4:0.004840738 5:4.98553e-05 6:7.625372e-05 7:0.01915559 8:4.044495e-07 9:0.0002972316 10:0.009247789 11:0.001035263 12:0.01004502 13:0.006681155 14:0.01470958 15:0.03178521 16:0.0008066599 17:0.0002330648 18:0.09271524 19:4.268569e-07 20:0.003832451 21:1.931245e-07 22:0.001535994 23:0.02443467 24:0.0007113495 25:9.324073e-05 26:0.0003773529 27:0.00048592 28:0.01095432 29:2.800662e-05 30:0.0003101937 31:9.008055e-05 32:0.1881249 33:0.0002930538 34:0.002332483 35:0.0002061166 36:0.001648635 37:0.0002651961 38:2.903873e-06 39:0.0002906457 40:0.0064897 41:0.0004053307 42:8.057073e-06 43:0.02380141 44:0.01047068 45:0.01590817 46:0.008272902 47:7.258634e-08 48:0.000151507 49:0.008498252 50:0.000177002