12.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 0.166667
nr_class 3
total_sv 86
rho 0.430084 0.103763 -0.0559979
label 1 2 3
nr_sv 29 32 25
SV
0.3341388601432213 0 1:13.2 2:1.78 3:2.14 4:2.76 5:1.28 6:3.4 
0.3341388601432213 0.1174367421457234 1:13.16 2:2.36 3:2.67 4:3.24 5:2.81 6:3.17 
0.3341388601432213 0.1174367421457234 1:13.24 2:2.59 3:2.87 4:2.69 5:1.82 6:2.93 
0 0.1174367421457234 1:14.06 2:2.15 3:2.61 4:2.51 5:1.25 6:3.58 
0 0.1174367421457234 1:14.83 2:1.64 3:2.17 4:2.98 5:1.98 6:2.85 
0.3341388601432213 0.1174367421457234 1:14.12 2:1.48 3:2.32 4:2.43 5:1.57 6:2.82 
0.2001638613700653 0.1174367421457234 1:14.75 2:1.73 3:2.39 4:3.69 5:2.81 6:2.73 
0 0.1174367421457234 1:14.38 2:1.87 3:2.38 4:3.64 5:2.96 6:3 
0 0.06118039527644489 1:14.19 2:1.59 3:2.48 4:3.93 5:1.86 6:2.82 
0 0.07182941897270738 1:13.64 2:3.1 3:2.56 4:3.03 5:1.66 6:3.36 
0.3341388601432213 0.1174367421457234 1:12.93 2:3.8 3:2.65 4:2.41 5:1.98 6:3.52 
0.3341388601432213 0.1174367421457234 1:12.85 2:1.6 3:2.52 4:2.37 5:1.46 6:3.63 
0.3341388601432213 0 1:13.5 2:1.81 3:2.61 4:2.61 5:1.66 6:3.82 
0.3341388601432213 0.1174367421457234 1:13.05 2:2.05 3:3.22 4:2.68 5:1.92 6:3.2 
0.3341388601432213 0 1:13.39 2:1.77 3:2.62 4:2.94 5:1.45 6:3.22 
0.3341388601432213 0.1174367421457234 1:13.3 2:1.72 3:2.14 4:2.19 5:1.35 6:2.77 
0.2873974141520182 0.1174367421457234 1:14.02 2:1.68 3:2.21 4:2.33 5:1.98 6:3.59 
0.1156599803312651 0 1:13.73 2:1.5 3:2.7 4:3.25 5:2.38 6:2.71 
0.2742840880460139 0 1:13.58 2:1.66 3:2.36 4:3.19 5:1.95 6:2.88 
0.3341388601432213 0 1:13.68 2:1.83 3:2.36 4:2.69 5:1.97 6:2.87 
0 0.01378611343300202 1:13.76 2:1.53 3:2.7 4:2.74 5:1.35 6:3 
0.3341388601432213 0.1174367421457234 1:13.51 2:1.8 3:2.65 4:2.53 5:1.54 6:2.87 
0.3341388601432213 0.1174367421457234 1:13.28 2:1.64 3:2.84 4:2.68 5:1.36 6:2.78 
0.3341388601432213 0.1174367421457234 1:13.05 2:1.65 3:2.55 4:2.43 5:1.44 6:2.51 
0.3341388601432213 0.1174367421457234 1:13.07 2:1.5 3:2.1 4:2.64 5:1.37 6:2.69 
0.08305274235733981 0.1174367421457234 1:14.22 2:3.99 3:2.51 4:3.04 5:2.08 6:3.53 
0.2924626392803778 0 1:13.56 2:1.71 3:2.31 4:3.29 5:2.34 6:3.38 
0.3341388601432213 0.1174367421457234 1:13.41 2:3.84 3:2.12 4:2.68 5:1.48 6:3 
0.3341388601432213 0.1174367421457234 1:13.24 2:3.98 3:2.29 4:2.63 5:1.66 6:3 
-0.3341388601432213 0.2079606727988393 1:12.47 2:1.52 3:2.2 4:2.27 5:3.28 6:2.63 
0 0.2079606727988393 1:11.81 2:2.12 3:2.74 4:0.99 5:1.56 6:2.26 
-0.262736407927481 0 1:12.29 2:1.41 3:1.98 4:2.5 5:1.77 6:2.74 
-0.3341388601432213 0.008194879566215741 1:12.37 2:1.07 3:2.1 4:3.75 5:1.95 6:2.77 
-0.3341388601432213 0.2079606727988393 1:12.29 2:3.17 3:2.21 4:2.99 5:2.81 6:2.83 
0 0.2079606727988393 1:12.6 2:1.34 3:1.9 4:1.36 5:1.35 6:2.77 
-0.3341388601432213 0 1:12.34 2:2.45 3:2.46 4:2.11 5:1.31 6:3.38 
0 0.0060095682901266 1:11.82 2:1.72 3:1.88 4:1.64 5:1.42 6:2.44 
-0.3341388601432213 0 1:12.51 2:1.73 3:1.98 4:1.92 5:1.48 6:3.57 
-0.3341388601432213 0.2079606727988393 1:12.42 2:2.55 3:2.27 4:1.84 5:1.42 6:3.3 
-0.3341388601432213 0.2079606727988393 1:12.72 2:1.75 3:2.28 4:1.76 5:1.63 6:2.42 
-0.07449127004917847 0 1:11.61 2:1.35 3:2.7 4:2.92 5:2.49 6:3.26 
-0.3341388601432213 0.2079606727988393 1:11.46 2:3.74 3:1.82 4:2.58 5:3.58 6:2.81 
-0.3341388601432213 0.2079606727988393 1:12.52 2:2.43 3:2.17 4:2.27 5:1.22 6:2.78 
0 0.2079606727988393 1:11.76 2:2.68 3:2.92 4:2.03 5:1.05 6:2.5 
0 0.07039275850272513 1:11.41 2:0.74 3:2.5 4:2.01 5:1.44 6:2.31 
-0.3341388601432213 0 1:12.08 2:1.39 3:2.5 4:2.29 5:1.04 6:3.19 
-0.3341388601432213 0 1:12.42 2:1.61 3:2.19 4:2.09 5:1.61 6:2.96 
-0.3341388601432213 0.2079606727988393 1:12.77 2:3.43 3:1.98 4:1.25 5:0.83 6:2.12 
-0.2229360368533372 0.2079606727988393 1:12 2:3.43 3:2 4:1.64 5:1.87 6:3.05 
0 0.2079606727988393 1:12.17 2:1.45 3:2.53 4:1.75 5:1.03 6:2.23 
-0.3341388601432213 0 1:12.37 2:1.21 3:2.56 4:2.65 5:2.08 6:2.3 
-0.3341388601432213 0 1:13.11 2:1.01 3:1.7 4:3.18 5:2.28 6:3.18 
-0.02457929042064053 0 1:12.37 2:1.17 3:1.92 4:2 5:1.04 6:3.48 
-0.3341388601432213 0.2079606727988393 1:13.34 2:0.94 3:2.36 4:1.3 5:0.42 6:1.93 
0 0.1233634664397718 1:12.21 2:1.19 3:1.75 4:1.28 5:2.5 6:3.07 
0 0.2079606727988393 1:12.29 2:1.61 3:2.21 4:1.02 5:1.46 6:1.82 
-0.3341388601432213 0.2079606727988393 1:13.86 2:1.51 3:2.67 4:2.86 5:1.87 6:3.16 
-0.3341388601432213 0.2079606727988393 1:13.49 2:1.66 3:2.24 4:1.84 5:1.03 6:2.78 
-0.3341388601432213 0 1:12.99 2:1.67 3:2.6 4:2.89 5:1.96 6:3.5 
0 0.2079606727988393 1:11.66 2:1.88 3:1.92 4:1.57 5:1.15 6:2.14 
-0.3341388601432213 0.2079606727988393 1:13.03 2:0.9 3:1.71 4:2.03 5:1.46 6:2.48 
-0.1174367421457234 -0.2079606727988393 1:12.81 2:2.31 3:2.4 4:1.09 5:0.83 6:1.36 
-0.1174367421457234 -0.2079606727988393 1:12.51 2:1.24 3:2.25 4:0.58 5:1.25 6:1.51 
0 -0.2079606727988393 1:12.6 2:2.46 3:2.2 4:0.66 5:0.94 6:1.58 
-0.08837264972893884 0 1:12.25 2:4.72 3:2.54 4:0.47 5:0.8 6:1.27 
-0.1174367421457234 -0.2079606727988393 1:12.53 2:5.51 3:2.64 4:0.6 5:1.1 6:1.69 
-0.07918795410210286 -0.2079606727988393 1:12.84 2:2.96 3:2.61 4:0.6 5:0.81 6:2.15 
-0.1174367421457234 -0.2079606727988393 1:12.93 2:2.81 3:2.7 4:0.5 5:0.75 6:2.31 
-0.1174367421457234 -0.2079606727988393 1:13.36 2:2.56 3:2.35 4:0.5 5:0.64 6:2.47 
-0.1174367421457234 -0.07359876144674213 1:13.62 2:4.95 3:2.35 4:0.8 5:1.02 6:2.05 
-0.1174367421457234 -0.2079606727988393 1:12.25 2:3.88 3:2.2 4:0.78 5:1.14 6:2 
-0.1174367421457234 -0.2079606727988393 1:13.88 2:5.04 3:2.23 4:0.34 5:0.68 6:1.33 
-0.09667206599683603 0 1:13.08 2:3.9 3:2.36 4:1.39 5:1.14 6:1.33 
-0.1174367421457234 -0.2079606727988393 1:13.5 2:3.12 3:2.62 4:1.57 5:1.25 6:1.3 
-0.1174367421457234 -0.2079606727988393 1:12.79 2:2.67 3:2.48 4:1.36 5:1.26 6:1.47 
-0.1174367421457234 -0.2079606727988393 1:13.11 2:1.9 3:2.75 4:1.28 5:1.56 6:1.33 
-0.1174367421457234 -0.2079606727988393 1:12.58 2:1.29 3:2.1 4:0.58 5:1.4 6:1.55 
-0.1174367421457234 -0.1550786981982013 1:13.17 2:5.19 3:2.32 4:0.63 5:1.55 6:1.48 
-0.1174367421457234 0 1:13.84 2:4.12 3:2.38 4:0.83 5:1.56 6:1.64 
0 -0.2079606727988393 1:12.45 2:3.03 3:2.64 4:0.58 5:1.14 6:1.73 
-0.1174367421457234 -0.2079606727988393 1:14.34 2:1.68 3:2.7 4:1.31 5:2.7 6:1.96 
-0.1174367421457234 -0.2079606727988393 1:13.48 2:1.67 3:2.64 4:1.1 5:2.29 6:1.78 
0 -0.1775550403728284 1:12.36 2:3.83 3:2.38 4:0.92 5:1.04 6:1.58 
0 -0.009688845579906711 1:12.85 2:3.27 3:2.58 4:0.6 5:0.96 6:2.11 
-0.1174367421457234 0 1:13.78 2:2.76 3:2.3 4:0.68 5:1.03 6:1.68 
-0.1174367421457234 -0.2079606727988393 1:13.58 2:2.58 3:2.69 4:0.84 5:1.54 6:1.8