11.txt.model

基于蚁群算法和支持向量机的最优子集提取 蚁群算法采用蚁群系统!

svm_type nu_svc
kernel_type rbf
gamma 0.0526316
nr_class 7
total_sv 1483
rho -0.0953064 -0.0160878 0.174034 -0.0221611 -0.121052 -0.171015 0.0793323 0.264941 0.0732918 -0.0260508 -0.0769799 0.189641 -0.00641732 -0.105187 -0.155371 -0.195428 -0.288999 -0.335086 -0.0991727 -0.149415 -0.05102
label 7 6 5 4 3 2 1
nr_sv 198 222 237 281 214 162 169
SV
0.8978026183071055 0.9760141347705589 1.16426712601232 0.9698511643242554 0.8724644946675623 0.8219002018414402 1:110 2:189 3:9 4:0 5:0 6:1 7:0.666667 8:1.222222 9:1.186342 10:12.925926 11:10.888889 12:9.222222 13:18.666668 14:-6.111111 15:-11.111111 16:17.222221 17:18.666668 18:0.508139 19:1.910864 
0.7241351358380944 0.7882931115142408 0.9400079714335647 0.7840062198286472 0.7033778916221456 0.6642240188883565 1:86 2:187 3:9 4:0 5:0 6:1.111111 7:0.720083 8:1.444445 9:0.750309 10:13.740741 11:11.666667 12:10.333334 13:19.222221 14:-6.222222 15:-10.222222 16:16.444445 17:19.222221 18:0.463329 19:1.941465 
0.8816105487177158 0.9601044175462246 1.14566410268375 0.9538959535051557 0.8572238236633756 0.8078775739957622 1:225 2:244 3:9 4:0 5:0 6:3.388889 7:2.195113 8:3 9:1.520234 10:12.259259 11:10.333334 12:9.333334 13:17.111111 14:-5.777778 15:-8.777778 16:14.555555 17:17.111111 18:0.480149 19:1.987902 
0.766721252112138 0.8334345460244127 0.9941137801748204 0.8291347802181591 0.7451465618277404 0.7025425084556723 1:47 2:232 3:9 4:0 5:0 6:1.277778 7:1.254621 8:1 9:0.894427 10:12.703704 11:11 12:9 13:18.111111 14:-5.111111 15:-11.111111 16:16.222221 17:18.111111 18:0.500966 19:1.875362 
0.9008961028187733 0.9796250505911195 1.169352329956627 0.9728936923172136 0.8754061974867153 0.8248813475874605 1:97 2:186 3:9 4:0 5:0 6:1.166667 7:0.691215 8:1.166667 9:1.00554 10:15.592592 11:13.888889 12:11.777778 13:21.111111 14:-5.111111 15:-11.444445 16:16.555555 17:21.111111 18:0.442661 19:1.863654 
0.8999921779473333 0.9792087088032024 1.167019199218993 0.9721969141641421 0.873638231004087 0.8240510083606621 1:157 2:221 3:9 4:0 5:0 6:1.055555 7:0.64693 8:1.222222 9:0.620633 10:12.111111 11:10.222222 12:8.111112 13:18 14:-5.666667 15:-12 16:17.666666 17:18 18:0.54918 19:1.877146 
0.9007988200359012 0.9791202897425173 1.167818583374746 0.9739297088905992 0.8756144422367603 0.824992416521787 1:62 2:224 3:9 4:0 5:0 6:0.944444 7:1.083547 8:2.333333 9:1.632993 10:14.62963 11:13.222222 12:11.444445 13:19.222221 14:-4.222222 15:-9.555555 16:13.777778 17:19.222221 18:0.408965 19:1.860191 
0.9044564443109823 0.983228029033889 1.174151702740784 0.9767969379333884 0.8779050088330788 0.8289809666594246 1:27 2:248 3:9 4:0.111111 5:0 6:1.611111 7:0.64693 8:3.166667 9:1.722401 10:15.296296 11:14.777778 12:12.888889 13:18.222221 14:-1.555556 15:-7.222222 16:8.777778 17:18.222221 18:0.312227 19:1.783512 
0.7646612021134933 0.831756277128076 0.9930579176064246 0.8273122677870233 0.7434241293270938 0.701193590167138 1:44 2:233 3:9 4:0 5:0 6:2.222222 7:2.146487 8:2.111111 9:1.327766 10:14.481482 11:12.555555 12:11.333333 13:19.555555 14:-5.777778 15:-9.444445 16:15.222222 17:19.555555 18:0.422174 19:1.950405 
0.8877249653087448 0.964927518724809 1.150946733069733 0.9594168901147363 0.861654424034113 0.8125596310146073 1:17 2:229 3:9 4:0 5:0 6:2.111111 7:1.98513 8:2.444445 9:1.614747 10:13.703704 11:11.222222 12:11.111111 13:18.777779 14:-7.444445 15:-7.777778 16:15.222222 17:18.777779 18:0.439852 19:2.099905 
0.9044794161776373 0.983335343615701 1.172688735889626 0.9774368671143251 0.8776647512378991 0.8283850121847236 1:32 2:240 3:9 4:0 5:0 6:1.277778 7:1.540803 8:2.277778 9:1.705112 10:12.148149 11:9.777778 12:9.333334 13:17.333334 14:-7.111111 15:-8.444445 16:15.555555 17:17.333334 18:0.470675 19:2.043865 
0.8714188673353344 0.9469547318867609 1.130548106200082 0.9409860695634514 0.8463936214756924 0.7982042961443764 1:55 2:209 3:9 4:0.111111 5:0 6:1.833333 7:1.295291 8:1.388889 9:0.998146 10:12.518518 11:10.333334 12:10.333334 13:16.888889 14:-6.555555 15:-6.555555 16:13.111111 17:16.888889 18:0.407904 19:2.09922 
0.8921405611949695 0.9703294972568264 1.156471596569894 0.9640378759024737 0.8659735228961465 0.8170074408902328 1:138 2:203 3:9 4:0 5:0 6:1.666667 7:1.646545 8:2.277778 9:1.878731 10:11.259259 11:8.777778 12:8.111112 13:16.888889 14:-7.444445 15:-9.444445 16:16.888889 17:16.888889 18:0.538945 19:2.019747 
0.719923498019846 0.7821909586037725 0.9331052777388244 0.7773899565057316 0.6989100969703456 0.6586869379764165 1:90 2:189 3:9 4:0 5:0 6:0.888889 7:0.779364 8:1.055555 9:0.827759 10:12.888889 11:10.444445 12:9.444445 13:18.777779 14:-7.333333 15:-10.333333 16:17.666666 17:18.777779 18:0.497095 19:1.985552 
0.9049538260009411 0.9836885279992174 1.173433851882349 0.9772683172118455 0.8786521588196921 0.8286854300554554 1:245 2:238 3:9 4:0.111111 5:0 6:1.666667 7:2.538591 8:2.333333 9:2.440401 10:8.925926 11:6.333333 12:6.555555 13:13.888889 14:-7.777778 15:-7.111111 16:14.888889 17:13.888889 18:0.597015 19:2.126063 
0.8920377504416127 0.9697399775763091 1.156959751661949 0.9633438044724271 0.8660526905861586 0.8175978710732544 1:58 2:217 3:9 4:0 5:0 6:1.388889 7:1.06284 8:1.666667 9:1.349897 10:11.925926 11:9.777778 12:9 13:17 14:-6.444445 15:-8.777778 16:15.222222 17:17 18:0.486598 19:2.006642 
0.8912334405202623 0.9695884479401935 1.157056552811219 0.963696927214112 0.866563248587627 0.8173399777496915 1:146 2:201 3:9 4:0 5:0 6:0.611111 7:0.327731 8:1.055555 9:0.800462 10:10.666667 11:8.666667 12:7 13:16.333334 14:-6 15:-11 16:17 17:16.333334 18:0.570852 19:1.909256 
0.9035514733307736 0.9826672587517898 1.171649639845618 0.9768338344882311 0.8779078167915109 0.8279857164561369 1:19 2:184 3:9 4:0 5:0 6:0.555556 7:0.344265 8:0.833333 9:0.62361 10:14.222222 11:12.333333 12:11 13:19.333334 14:-5.666667 15:-9.666667 16:15.333333 17:19.333334 18:0.431152 19:1.937891 
0.9020141332890189 0.9810577091766707 1.170701259900172 0.9753810087521826 0.8754227722986273 0.8258581185094327 1:245 2:176 3:9 4:0 5:0 6:1.000001 7:0.516398 8:1 9:0.557774 10:18.481482 11:15.111111 12:17 13:23.333334 14:-10.111111 15:-4.444445 16:14.555555 17:23.333334 18:0.35207 19:2.332243 
0.8992558329121756 0.9777391214367395 1.166086210255809 0.9711406130006589 0.8729296880826379 0.82316724306985 1:228 2:182 3:9 4:0.111111 5:0 6:0.888889 7:0.688531 8:0.777777 9:0.655461 10:16.777779 11:14.555555 12:12.777778 13:23 14:-6.666667 15:-12 16:18.666666 17:23 18:0.444358 19:1.916419 
0.8833993505875559 0.9600329812473818 1.146529416291328 0.9537959200647768 0.8582755723077684 0.8085674150546618 1:80 2:203 3:9 4:0 5:0 6:1.388889 7:0.742867 8:1.944444 9:1.526312 10:12.407408 11:10 12:9 13:18.222221 14:-7.222222 15:-10.222222 16:17.444445 17:18.222221 18:0.514445 19:1.986748 
0.90442144820836 0.9837063033796611 1.173420015986254 0.9771025284580703 0.878572436922667 0.8294895780323245 1:184 2:197 3:9 4:0 5:0 6:3.055555 7:3.255195 8:4.555555 9:2.746042 10:11.962963 11:8.888889 12:9.555555 13:17.444445 14:-9.222222 15:-7.222222 16:16.444445 17:17.444445 18:0.515187 19:2.164262 
0.6340397510748749 0.6900741110954282 0.8227899055379024 0.6854233493952117 0.6156594826275622 0.5817885348800824 1:85 2:223 3:9 4:0.111111 5:0 6:1.777778 7:1.047042 8:1.944445 9:1.511683 10:14.740741 11:12.666667 12:11.555555 13:20 14:-6.222222 15:-9.555555 16:15.777778 17:20 18:0.423123 19:1.966536 
0.904697533838724 0.9836552406430673 1.17492212198495 0.978494135141606 0.8787668846615344 0.8284194633563037 1:162 2:237 3:9 4:0.111111 5:0 6:2.277778 7:1.143419 8:2.666667 9:2.564718 10:13.222222 11:10.888889 12:10 13:18.777779 14:-7 15:-9.666667 16:16.666666 17:18.777779 18:0.472826 19:1.990381 
0.8021515784202961 0.8718361198788988 1.041249264300806 0.8660633453303634 0.7794361871017618 0.7342164811700942 1:116 2:245 3:9 4:0 5:0 6:2.277778 7:1.162691 8:2.277778 9:1.496911 10:16.370371 11:13.555555 12:14.333333 13:21.222221 14:-8.444445 15:-6.111111 16:14.555555 17:21.222221 18:0.384903 19:2.198051 
0.9041757565713799 0.9838843495961221 1.174313099215096 0.9777039337982294 0.8777771189104003 0.8285973711867947 1:44 2:187 3:9 4:0 5:0 6:1.444445 7:0.344265 8:0.833333 9:1.027402 10:15.222222 11:13.222222 12:12.777778 13:19.666668 14:-6 15:-7.333333 16:13.333333 17:19.666668 18:0.355526 19:2.038483 
0.9040308435401872 0.9831818898601503 1.173783194033516 0.9772368845689715 0.8786171269434722 0.8286704510634121 1:215 2:219 3:9 4:0 5:0 6:2.555556 7:2.237724 8:3.222222 9:2.491467 10:13.222222 11:10.333334 12:10.222222 13:19.111111 14:-8.666667 15:-9 16:17.666666 17:19.111111 18:0.494595 19:2.0861 
0.9025526048002922 0.9826350640688945 1.171928172907559 0.9761570294825396 0.8773366123112442 0.8274256691864659 1:200 2:250 3:9 4:0 5:0 6:2.277778 7:1.420746 8:1.444445 9:1.025599 10:9.222222 11:6.555555 12:7.333333 13:13.777778 14:-8 15:-5.666667 16:13.666667 17:13.777778 18:0.56339 19:2.192935 
0.8987351465155513 0.9778512280030784 1.167661703055974 0.9714129297079414 0.8732628762565023 0.8250802762146358 1:114 2:238 3:9 4:0 5:0 6:1.666667 7:1.135292 8:1.444445 9:1.068055 10:13.62963 11:11.111111 12:10.666667 13:19.111111 14:-7.555555 15:-8.888889 16:16.444445 17:19.111111 18:0.461459 19:2.046683 
0.9039911643087998 0.9844332739815999 1.174525131820961 0.9771287213617371 0.87921849147343 0.8283888922694032 1:30 2:251 3:9 4:0 5:0 6:2.444444 7:1.881686 8:8 9:1.605543 10:20.666666 11:21.444445 12:17.777779 13:22.777779 14:2.333333 15:-8.666667 16:6.333333 17:22.777779 18:0.231417 19:1.28706 
0.9037810953868624 0.9826284695410587 1.173866392176556 0.9773759435982397 0.8783807436972807 0.8285920932847007 1:34 2:164 3:9 4:0 5:0 6:0.888889 7:0.403687 8:1.277778 9:0.490653 10:11.333333 11:9.222222 12:10.333334 13:14.444445 14:-6.333333 15:-3 16:9.333333 17:14.444445 18:0.367923 19:2.291118 
0.9041100854958133 0.9844502541263684 1.174056186517442 0.9780421312484694 0.8792429914653157 0.8292842014234373 1:102 2:203 3:9 4:0 5:0 6:0.666667 7:0.760117 8:1.333333 9:0.894427 10:9.777778 11:7.444445 12:6.444445 13:15.444445 14:-7 15:-10 16:17 17:15.444445 18:0.591826 19:1.984785 
0.8983682975293803 0.9764697824098308 1.165972360839607 0.971101861029847 0.8728730557231021 0.8231692398944092 1:217 2:245 3:9 4:0.111111 5:0.111111 6:3.166667 7:3.016621 8:2.166667 9:1.242757 10:9.740741 11:7.444445 12:7.111111 13:14.666667 14:-6.888889 15:-7.888889 16:14.777778 17:14.666667 18:0.572767 19:2.069452 
0.9035704710658798 0.9837940047821424 1.173978669654018 0.9774416793561523 0.8779475353837285 0.8280994582895462 1:163 2:210 3:9 4:0 5:0 6:1.555555 7:0.544331 8:1.5 9:0.960324 10:11.851851 11:9.333334 12:8.888889 13:17.333334 14:-7.555555 15:-8.888889 16:16.444445 17:17.333334 18:0.48874 19:2.043726 
0.9045745522529636 0.9836222784504358 1.173232904075495 0.9774523795134302 0.8789872363919342 0.8286396575967532 1:4 2:188 3:9 4:0 5:0 6:1.555555 7:0.688531 8:2.333333 9:0.760116 10:15.740741 11:13.333333 12:14 13:19.888889 14:-7.222222 15:-5.222222 16:12.444445 17:19.888889 18:0.342408 19:2.204669 
0.9041384210421746 0.9833507191658103 1.172674263641419 0.9761453512970493 0.8777673385097837 0.8285224089329408 1:34 2:169 3:9 4:0 5:0 6:0.833333 7:0.505525 8:1.611111 9:0.879815 10:12.814815 11:10.666667 12:9.777778 13:18 14:-6.444445 15:-9.111111 16:15.555555 17:18 18:0.463569 19:1.993183