本文介绍了一种使用BP神经网络对传感器阵列输入进行处理的方法。通过定义输入矩阵和目标输出矩阵，实现了对不同输入信号的有效识别。文章详细记录了网络训练的过程及参数设置，并展示了最终的识别结果。
%BP neural network for the senor array
%The input matrices
m=[0.909 0.646 0.604 0.611 0.600 0.801 1.128 2.614
1.132 0.645 0.609 0.608 0.600 0.813 1.128 2.615
1.351 0.647 0.606 0.612 0.600 0.824 1.127 2.617
1.575 0.645 0.606 0.610 0.600 0.830 1.135 2.613
1.803 0.645 0.606 0.612 0.600 0.842 1.147 2.611
2.036 0.648 0.606 0.612 0.600 0.852 1.135 2.612
2.260 0.649 0.605 0.610 0.600 0.858 1.135 2.614
2.470 0.652 0.609 0.610 0.600 0.868 1.138 2.613
2.708 0.651 0.610 0.614 0.600 0.871 1.153 2.609
2.931 0.651 0.602 0.611 0.600 0.886 1.147 2.610
0.694 0.729 0.607 0.612 0.600 0.796 1.114 2.611
0.693 0.825 0.603 0.610 0.600 0.800 1.120 2.609
0.693 0.917 0.608 0.611 0.600 0.809 1.116 2.609
0.691 1.003 0.608 0.608 0.600 0.813 1.111 2.606
0.688 1.093 0.608 0.611 0.600 0.820 1.120 2.600
0.693 1.180 0.610 0.611 0.600 0.823 1.115 2.602
0.692 1.275 0.606 0.608 0.600 0.831 1.115 2.600
0.693 1.371 0.607 0.610 0.600 0.836 1.118 2.601
0.693 1.480 0.604 0.612 0.600 0.843 1.116 2.596
0.691 1.578 0.605 0.609 0.600 0.850 1.115 2.595
0.690 0.582 0.666 0.613 0.600 0.774 1.116 2.607
0.691 0.584 0.720 0.612 0.600 0.762 1.117 2.596
0.697 0.583 0.775 0.609 0.600 0.748 1.121 2.595
0.696 0.583 0.823 0.609 0.600 0.726 1.116 2.580
0.699 0.582 0.876 0.610 0.600 0.719 1.123 2.585
0.697 0.582 0.945 0.611 0.600 0.701 1.115 2.585
0.692 0.584 1.005 0.608 0.600 0.685 1.115 2.585
0.698 0.585 1.073 0.611 0.600 0.665 1.126 2.572
0.697 0.581 1.129 0.609 0.600 0.648 1.126 2.572
0.698 0.580 1.199 0.608 0.600 0.626 1.116 2.565
0.687 0.649 0.608 0.691 0.600 0.791 0.982 2.614
0.695 0.650 0.609 0.778 0.600 0.797 0.983 2.612
0.691 0.648 0.609 0.874 0.600 0.795 0.980 2.612
0.693 0.650 0.608 0.968 0.600 0.796 0.989 2.611
0.691 0.647 0.612 1.106 0.600 0.795 0.978 2.609
0.691 0.648 0.608 1.224 0.600 0.791 0.978 2.613
0.695 0.650 0.612 1.369 0.600 0.795 0.983 2.613
0.692 0.648 0.610 1.505 0.600 0.795 0.982 2.611
0.690 0.645 0.608 1.617 0.600 0.796 0.988 2.606
0.692 0.645 0.612 1.744 0.600 0.792 0.982 2.608
0.684 0.666 0.610 0.609 0.689 0.780 1.106 2.605
0.688 0.665 0.606 0.608 0.807 0.781 1.092 2.598
0.687 0.662 0.608 0.609 0.912 0.782 1.096 2.580
0.687 0.666 0.612 0.608 0.994 0.783 1.096 2.581
0.692 0.666 0.608 0.611 1.093 0.780 1.088 2.576
0.689 0.668 0.605 0.614 1.201 0.782 1.085 2.569
0.693 0.669 0.608 0.611 1.300 0.778 1.080 2.560
0.692 0.670 0.610 0.608 1.398 0.777 1.072 2.551
0.690 0.668 0.604 0.608 1.500 0.778 1.076 2.538
0.692 0.670 0.611 0.611 1.589 0.776 1.070 2.536
0.691 0.646 0.596 0.613 0.600 0.956 0.978 2.615
0.695 0.646 0.590 0.638 0.600 1.150 0.976 2.613
0.695 0.649 0.596 0.659 0.600 1.327 0.982 2.612
0.698 0.647 0.592 0.670 0.600 1.522 0.984 2.615
0.699 0.645 0.591 0.690 0.600 1.711 0.976 2.614
0.696 0.645 0.594 0.707 0.600 1.899 0.971 2.615
0.696 0.645 0.594 0.720 0.600 2.087 0.966 2.616
0.708 0.641 0.592 0.738 0.600 2.281 0.971 2.614
0.704 0.640 0.592 0.752 0.600 2.459 0.974 2.613
0.706 0.641 0.590 0.767 0.600 2.653 0.978 2.616
0.699 0.647 0.608 0.608 0.600 0.828 1.278 2.610
0.697 0.642 0.608 0.613 0.600 0.826 1.505 2.609
0.697 0.645 0.608 0.610 0.600 0.820 1.703 2.607
0.697 0.645 0.608 0.608 0.600 0.807 1.898 2.605
0.699 0.647 0.608 0.609 0.600 0.809 2.071 2.608
0.699 0.646 0.608 0.609 0.600 0.805 2.272 2.609
0.699 0.646 0.606 0.609 0.600 0.807 2.462 2.607
0.701 0.649 0.610 0.611 0.600 0.800 2.658 2.609
0.700 0.642 0.605 0.607 0.600 0.803 2.828 2.607
0.703 0.645 0.608 0.611 0.600 0.797 2.977 2.609]';
%Target output matrices
n=[1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
1 0 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 1 0 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 1 0 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 1 0 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 1 0 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 1 0 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ;
0 0 0 0 0 0 1 ]';
[R1,Q1]=size(m);
a1=1:2:Q1;
b1=2:2:Q1;
[R2,Q2]=size(n);
a2=1:2:Q2;
b2=2:2:Q2;
P=m(:,a1);
T=n(:,a2);
s=4:10;
res=1:7;
resSet=[]
for i=1:7
net=newff(minmax(P),[7 s(i) 7],{'tansig','tansig','purelin'},'traingdx');
%net.trainParam.epochs=20000;
net.trainParam.epochs=20000;
net.trainParam.goal=1e-12;
net.trainParam.show=100;
net.trainParam.mc=0.9;
net=train(net,P,T);
net.trainParam.show=5;
net.trainParam.mu=0.0002;
net.trainParam.mu_dec=0.1;
net.trainParam.mu_inc=10;
net.trainParam.mu_max=1000000;
%net.trainParam.mu_max=1000000;
net.trainParam.min_grad=1e-10;
%input your test value
test=m(:,b1);
Y=sim(net,test);
Y'
error=Y-T;
res=norm(error)
resSet=[resSet res];
end
% plot(res,'*-')错误筛查程序：
cc=[
1.1219 -0.0405 -0.0539 -0.0600 -0.0094 0.0157 0.0261
1.0677 -0.0169 -0.0198 -0.0418 -0.0042 0.0063 0.0088
0.9831 0.0059 -0.0012 0.0121 -0.0157 0.0137 0.0021
0.9294 0.0373 0.0199 0.0305 -0.0345 0.0206 -0.0033
1.0341 0.0219 0.0003 -0.0385 -0.0203 -0.0069 0.0094
-0.0151 1.0458 -0.1805 0.0016 0.0718 0.0078 0.0686
0.0166 1.0141 0.0466 0.0042 -0.0445 -0.0219 -0.0151
0.0063 1.0061 0.0940 0.0143 -0.0746 -0.0143 -0.0319
-0.0052 1.0314 0.0075 -0.0073 -0.0407 0.0196 -0.0053
-0.0016 1.0245 -0.1807 0.0010 0.0641 0.0392 0.0535
-0.0320 0.0168 0.9711 0.0061 0.0557 -0.0421 0.0244
-0.0669 0.0927 0.9766 -0.0433 0.0498 -0.0498 0.0408
0.0314 0.0125 1.0319 -0.0460 -0.0215 0.0145 -0.0228
-0.0384 0.0587 0.9861 -0.0224 0.0053 0.0176 -0.0069
-0.0716 0.0046 0.9204 0.0896 -0.0247 0.0531 0.0285
0.0493 -0.0112 -0.0612 1.0171 -0.0451 0.0034 0.0476
-0.0021 -0.0047 -0.0053 1.0211 -0.0082 -0.0050 0.0043
-0.0252 -0.0147 0.0013 1.0317 0.0036 0.0104 -0.0071
0.0003 -0.0114 0.0188 1.0022 0.0305 -0.0182 -0.0221
0.0317 -0.0130 0.0153 0.9798 0.0594 -0.0477 -0.0256
-0.0124 -0.2354 0.0716 0.2796 1.0599 -0.0892 -0.0741
-0.0096 -0.1264 0.0263 0.1361 1.0159 -0.0437 0.0014
0.0250 -0.0667 0.0085 0.0487 0.9587 -0.0144 0.0401
-0.0088 0.0249 -0.0137 -0.0145 0.9860 0.0016 0.0244
-0.0387 -0.1991 0.1789 0.2675 0.9131 -0.1627 0.0411
0.0620 -0.0593 -0.0876 -0.0251 0.0195 1.0435 0.0470
-0.1027 0.0175 -0.0104 0.0215 -0.0370 1.0924 0.0188
-0.0369 -0.0106 0.0247 0.0247 -0.0181 1.0298 -0.0137
0.0685 -0.0116 0.0291 -0.0298 0.0048 0.9733 -0.0343
-0.0293 0.0365 -0.1072 0.0454 -0.0103 0.9901 0.0749
0.0301 -0.0136 -0.0462 -0.0037 -0.0194 0.0058 1.0470
-0.0032 0.0005 -0.0010 -0.0115 -0.0053 0.0043 1.0162
-0.0183 0.0008 0.0150 0.0018 -0.0007 -0.0022 1.0037
-0.0118 -0.0045 0.0071 -0.0009 0.0027 -0.0008 1.0080
-0.0097 -0.0081 0.0040 0.0003 0.0052 -0.0010 1.0093
]
cc((cc>=0.8))=1;
cc((cc<0.8))=0;
rrr=sum(cc)
实验结果：
>> qitishibiechengxu
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.5584 -0.0600 0.0765 0.0840 -0.1106 0.3512 0.1008
0.6984 -0.1352 0.1569 0.0176 -0.2374 0.3574 0.1428
0.7233 -0.2017 0.1357 0.0048 -0.1917 0.3338 0.1961
0.6833 -0.2602 0.0680 0.0242 -0.0536 0.3016 0.2372
0.6650 -0.3199 0.0037 0.0336 0.0552 0.2699 0.2930
-0.0140 0.6453 -0.0184 0.2145 -0.1778 0.1811 0.1692
-0.2437 0.8580 0.0381 0.2456 -0.1583 0.0884 0.1718
-0.3108 0.8961 0.0599 0.2603 -0.1235 0.0707 0.1470
-0.2315 0.8436 0.0672 0.2642 -0.1522 0.1479 0.0606
-0.0042 0.7155 0.0552 0.2532 -0.2646 0.3136 -0.0688
0.1293 -0.0134 0.8100 -0.0248 0.0871 -0.0191 0.0309
0.0794 0.0476 1.0048 -0.0533 0.0124 -0.0463 -0.0447
0.0678 0.0575 1.0315 -0.0559 0.0065 -0.0513 -0.0563
0.0038 0.0808 1.0705 -0.0456 0.0483 -0.0720 -0.0859
-0.0378 0.0946 1.0905 -0.0377 0.0790 -0.0851 -0.1037
0.0490 0.2012 -0.0348 0.2506 0.2812 0.2306 0.0221
0.0295 0.2286 -0.0365 0.2566 0.2756 0.2293 0.0169
0.0128 0.3141 -0.0289 0.2646 0.1996 0.2493 -0.0115
0.0219 0.3132 -0.0306 0.2680 0.1926 0.2645 -0.0297
0.0317 0.2788 -0.0393 0.2707 0.2243 0.2702 -0.0365
-0.1091 -0.0790 0.0479 0.2473 0.7568 0.0502 0.0855
-0.1775 -0.1308 0.1713 0.2325 0.8558 -0.0121 0.0605
-0.1288 -0.1541 0.0419 0.2608 0.8734 0.0442 0.0624
-0.0899 -0.1517 0.0177 0.2640 0.8344 0.0800 0.0452
-0.0358 -0.1405 -0.0225 0.2697 0.7734 0.1315 0.0241
0.2494 0.2208 -0.0282 0.2542 0.0344 0.4361 -0.1665
0.3804 0.1650 -0.0377 0.2480 -0.0502 0.5344 -0.2396
0.3899 0.1010 -0.0522 0.2498 0.0162 0.5301 -0.2346
0.3695 0.0615 -0.0576 0.2518 0.0866 0.5057 -0.2172
0.3522 0.0431 -0.0600 0.2533 0.1284 0.4881 -0.2049
0.2643 0.0570 0.0237 -0.0161 0.0434 -0.1431 0.7707
0.1199 0.1924 0.0662 -0.0395 0.0286 -0.2912 0.9236
0.0989 0.2050 -0.0036 -0.0240 0.0625 -0.3007 0.9616
0.2492 0.1068 -0.0608 -0.0237 0.0192 -0.1953 0.9045
0.3830 0.0046 -0.1183 -0.0208 0.0004 -0.1009 0.8519
res =
2.2379
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.8669 -0.0525 0.0369 -0.0977 0.0256 0.1060 0.1148
1.0381 -0.1423 -0.0089 -0.0838 -0.0073 0.1252 0.0788
0.9805 -0.0680 -0.0167 -0.0516 -0.0200 0.1605 0.0153
0.9444 -0.0076 -0.0243 -0.0439 -0.0368 0.1769 -0.0086
0.9312 0.0218 -0.0283 -0.0441 -0.0462 0.1832 -0.0175
0.1064 0.6982 0.1649 -0.1577 0.0454 0.1597 -0.0168
-0.0206 0.9197 0.1159 -0.1364 -0.0503 0.2031 -0.0314
-0.0863 0.9813 0.0765 -0.0973 -0.1094 0.2142 0.0208
-0.1238 1.0279 0.0538 -0.0676 -0.1413 0.2331 0.0178
-0.1485 1.0311 0.0426 -0.0461 -0.1550 0.2352 0.0406
0.1090 0.0913 0.3702 -0.0678 0.4092 0.0523 0.0359
-0.0091 0.0368 0.4345 -0.0557 0.4928 0.0180 0.0827
-0.0739 0.1286 0.4516 -0.0655 0.5011 0.0369 0.0212
-0.0902 0.0276 0.4600 -0.0518 0.5194 -0.0064 0.1413
-0.0940 -0.0191 0.4648 -0.0443 0.5302 -0.0230 0.1853
-0.0458 -0.0696 -0.0373 0.7238 0.0493 0.3500 0.0295
-0.0790 -0.1453 -0.0784 0.8344 0.0227 0.3679 0.0776
-0.0888 -0.1100 -0.0932 0.8406 -0.0002 0.3780 0.0736
-0.0862 -0.0469 -0.0962 0.8103 -0.0172 0.3832 0.0530
-0.0829 -0.0219 -0.0967 0.7959 -0.0233 0.3846 0.0443
0.0728 0.0467 0.3554 0.0670 0.4291 0.1233 -0.0942
-0.0159 -0.0852 0.4583 0.0647 0.5738 0.0739 -0.0695
-0.0690 -0.1160 0.4932 0.0758 0.6226 0.0641 -0.0707
-0.0873 -0.1208 0.5285 0.0188 0.6532 0.0236 -0.0161
-0.0921 -0.1372 0.5278 0.0006 0.6455 -0.0041 0.0594
0.1040 0.1027 0.0667 0.4022 0.1130 0.2883 -0.0769
0.1376 0.1929 0.0437 0.3594 0.0658 0.2988 -0.0981
0.1300 0.2069 0.0114 0.3981 0.0288 0.3171 -0.0922
0.1860 0.2207 0.0025 0.3621 0.0116 0.3133 -0.0960
0.2473 0.2947 -0.0061 0.2897 -0.0190 0.3112 -0.1176
0.0536 -0.0142 0.0237 0.0972 -0.0611 -0.0983 0.9989
0.0179 0.0564 0.0446 0.0509 -0.0539 -0.1071 0.9912
0.0090 0.0542 0.0532 0.0465 -0.0436 -0.1111 0.9918
0.0063 0.0177 0.0583 0.0605 -0.0302 -0.1157 1.0031
0.0057 -0.0101 0.0608 0.0720 -0.0215 -0.1187 1.0119
res =
2.2393
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Operation terminated by user during nnjava.tools (line 209)
In nntraintool>doubleArray2JavaArray (line 242)
for i=1:count, y(i) = nnjava.tools('double',x(i)); end
In nntraintool (line 112)
trainTool.updateStatus(doubleArray2JavaArray(statusValues));
In nn_train_feedback (line 44)
nntraintool('update',net,tr,data,status_values);
In traingdx>train_network (line 229)
nn_train_feedback('update',net,status,tr,data, ...
In traingdx (line 115)
[net,tr] = train_network(net,tr,data,fcns,param);
In network/train (line 106)
[net,tr] = feval(net.trainFcn,net,X,T,Xi,Ai,EW,net.trainParam);
In qitishibiechengxu (line 161)
net=train(net,P,T);
>> qitishibiechengxu
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.1414 0.1461 0.1852 0.1615 0.1266 0.1303 0.1302
0.1777 0.1420 0.1968 0.1575 0.1040 0.1246 0.1203
0.3040 0.1099 0.2065 0.0767 0.0806 0.1584 0.1124
0.6706 0.0265 0.2241 -0.1359 -0.0085 0.2347 0.0846
1.4530 -0.0807 0.2805 -0.3783 -0.3863 0.2125 -0.0461
0.1222 0.1427 0.1638 0.1398 0.1575 0.1515 0.1458
0.1002 0.1508 0.1527 0.1552 0.1585 0.1422 0.1482
0.0496 0.1738 0.1353 0.2073 0.1471 0.1077 0.1470
-0.0395 0.2096 0.0905 0.2796 0.1428 0.0618 0.1539
-0.2214 0.2879 -0.0239 0.4281 0.1286 -0.0379 0.1712
0.1127 0.1718 0.2014 0.2411 0.0794 0.0715 0.1090
0.1048 0.1911 0.2124 0.2994 0.0340 0.0235 0.0899
0.1387 0.1933 0.2168 0.3039 0.0022 0.0079 0.0781
0.2582 0.1997 0.2233 0.3107 -0.1034 -0.0416 0.0407
0.6646 0.1899 0.2468 0.2554 -0.3874 -0.1357 -0.0597
0.1051 0.1648 0.1878 0.2147 0.1073 0.0951 0.1220
0.0709 0.1936 0.2013 0.3026 0.0568 0.0303 0.1001
0.0055 0.2424 0.2098 0.4439 -0.0181 -0.0729 0.0700
-0.1100 0.3297 0.1918 0.6854 -0.1459 -0.2526 0.0264
-0.2050 0.4014 0.0689 0.8716 -0.2392 -0.3968 0.0219
0.1456 0.1137 0.1349 0.0482 0.2193 0.2215 0.1753
0.1424 0.0936 0.0935 -0.0177 0.2798 0.2773 0.2071
0.1018 0.0718 0.0144 -0.0844 0.3743 0.3462 0.2600
-0.0298 0.0779 -0.0903 -0.0516 0.4607 0.3625 0.3156
-0.2631 0.1091 -0.2519 0.0419 0.5715 0.3532 0.3921
0.1345 0.1152 0.1263 0.0476 0.2270 0.2238 0.1798
0.1321 0.0906 0.0731 -0.0394 0.3031 0.2951 0.2198
0.1155 0.0718 0.0169 -0.1038 0.3728 0.3527 0.2582
0.0902 0.0587 -0.0327 -0.1394 0.4281 0.3918 0.2902
0.0835 0.0479 -0.0560 -0.1512 0.4531 0.4101 0.3058
0.1334 0.1458 0.1806 0.1579 0.1353 0.1351 0.1342
0.1394 0.1496 0.1894 0.1734 0.1180 0.1211 0.1261
0.1528 0.1472 0.1927 0.1682 0.1126 0.1219 0.1237
0.1749 0.1435 0.1971 0.1596 0.1034 0.1230 0.1198
0.2028 0.1367 0.1995 0.1414 0.0980 0.1303 0.1179
res =
2.3830
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.3016 0.0776 0.3041 0.0880 -0.0949 0.2391 0.1934
0.3678 0.0697 0.1714 0.0533 -0.1834 0.2999 0.1860
0.3971 0.0718 0.0918 0.0276 -0.2196 0.3282 0.1817
0.4073 0.0712 0.0698 0.0107 -0.2362 0.3326 0.1782
0.4112 0.0717 0.0571 0.0067 -0.2411 0.3365 0.1773
0.1010 0.2834 0.0133 0.0443 0.3207 0.1887 0.2224
0.0802 0.3611 -0.1181 -0.0975 0.3881 0.1787 0.2329
0.1101 0.3785 -0.1621 -0.1766 0.3567 0.1973 0.2423
0.1627 0.3601 -0.1672 -0.2010 0.2779 0.2323 0.2473
0.2111 0.3317 -0.1585 -0.1952 0.2003 0.2658 0.2490
0.1485 0.0482 0.4475 0.2545 0.0652 0.0932 0.1396
0.1125 -0.0062 0.4137 0.3974 0.0700 0.0602 0.0826
0.1613 -0.0635 0.7731 0.1464 -0.1050 -0.0671 0.0738
0.1479 -0.1075 0.8121 0.1861 -0.1351 -0.1118 0.0351
0.1592 -0.1525 0.9615 0.0775 -0.2284 -0.2004 0.0014
0.0793 0.0539 0.3010 0.3919 0.1692 0.0813 0.1016
-0.0110 -0.0231 0.2136 0.6415 0.2240 0.0091 -0.0011
-0.0812 -0.1148 0.1714 0.8730 0.2386 -0.0632 -0.1017
-0.1271 -0.1592 0.1405 1.0101 0.2635 -0.1008 -0.1542
-0.1450 -0.1739 0.1515 1.0664 0.2789 -0.1120 -0.1659
0.0113 0.2078 0.0394 0.2700 0.3759 0.1046 0.1422
-0.1081 0.2868 -0.0981 0.2441 0.5694 0.0282 0.1196
-0.1886 0.3719 -0.1475 0.1617 0.7231 -0.0220 0.1346
-0.2429 0.4398 -0.1770 0.0827 0.8334 -0.0563 0.1518
-0.3037 0.4882 -0.2112 0.0377 0.9347 -0.1027 0.1503
0.2101 0.1673 0.1804 0.1133 0.1039 0.2333 0.2146
0.2688 0.1916 0.0587 0.0325 0.0501 0.2962 0.2303
0.3069 0.1956 -0.0262 -0.0118 0.0022 0.3287 0.2279
0.3313 0.1942 -0.0758 -0.0396 -0.0330 0.3454 0.2234
0.3409 0.1986 -0.0933 -0.0606 -0.0435 0.3523 0.2252
0.1823 0.2392 0.1743 0.0264 0.1943 0.2322 0.2558
0.1917 0.3042 0.0588 -0.0857 0.2280 0.2608 0.2809
0.2218 0.3259 0.0271 -0.1590 0.2041 0.2869 0.2990
0.2436 0.3303 -0.0164 -0.1939 0.1768 0.3029 0.2990
0.2618 0.3222 -0.0383 -0.2006 0.1466 0.3145 0.2944
res =
2.2555
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.5233 0.1851 -0.0836 0.0193 0.1854 0.1773 0.1388
0.8140 0.1090 -0.0477 0.0172 0.1521 0.0554 0.0760
1.0154 0.0406 0.0120 0.0353 0.0999 -0.0592 0.0178
1.1358 -0.0085 0.0620 0.0328 0.0648 -0.1340 -0.0017
1.2048 -0.0330 0.0957 0.0127 0.0567 -0.1692 -0.0139
0.1626 0.3319 -0.0107 0.2001 0.1424 0.1376 0.0977
0.2110 0.4538 -0.0306 0.2461 0.1124 0.0661 0.0152
0.1709 0.6024 -0.0502 0.2759 0.0479 -0.0033 0.0151
0.0797 0.7849 -0.1029 0.2383 -0.0368 -0.0584 0.1549
-0.1286 1.0210 -0.1338 0.1785 -0.1516 -0.1366 0.4095
-0.0511 -0.0909 0.4374 0.3587 0.2192 0.0527 0.0541
-0.1399 -0.2589 0.7170 0.4576 0.1971 -0.1153 0.0977
-0.0353 -0.1703 0.6929 0.3671 0.2701 -0.0737 -0.0423
-0.1697 0.0842 0.7381 0.1507 0.3127 -0.0671 0.0330
-0.2652 0.4946 0.6950 -0.2196 0.4310 0.0373 0.0465
0.0694 0.2063 0.1613 0.3172 0.1502 0.0673 0.0512
0.0499 0.2512 0.2249 0.4275 0.0775 -0.0626 0.0235
0.0381 0.3063 0.2775 0.5322 -0.0070 -0.1807 -0.0312
-0.0235 0.2876 0.3810 0.6371 -0.0911 -0.3001 -0.0238
-0.0689 0.2680 0.4443 0.6911 -0.1377 -0.3656 -0.0009
0.1670 0.1259 0.0949 0.0716 0.3096 0.3157 -0.0285
0.1466 0.0687 0.2253 0.0011 0.4253 0.3613 -0.1421
0.1344 0.0763 0.2433 -0.1165 0.4979 0.4486 -0.1833
0.0235 0.0301 0.3539 -0.1004 0.5079 0.4304 -0.1704
-0.0527 0.0429 0.3913 -0.1215 0.5069 0.4366 -0.1459
-0.0447 0.0709 0.0874 0.1253 0.2044 0.3485 0.1264
-0.1040 0.0022 0.0442 -0.0004 0.2162 0.5148 0.1539
-0.1541 -0.0456 0.0424 -0.1148 0.2492 0.6438 0.1467
-0.1824 -0.0699 0.0390 -0.2357 0.2779 0.7469 0.1554
-0.2019 -0.0949 0.0307 -0.3471 0.2840 0.8243 0.2017
0.0124 0.1743 -0.0935 0.0728 -0.0034 0.2501 0.4951
-0.0133 0.1108 -0.1105 0.0318 -0.1422 0.1874 0.7912
0.0824 0.0378 -0.0938 -0.0073 -0.2112 0.0882 0.9941
0.1785 0.0200 -0.0758 -0.0258 -0.2318 0.0047 1.0781
0.2440 0.0119 -0.0631 -0.0344 -0.2395 -0.0473 1.1144
res =
2.2105
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.3741 0.1640 0.3064 0.0508 0.1797 0.0370 0.0186
0.6126 0.1260 0.3925 -0.0452 0.1791 -0.0794 -0.0871
0.7510 0.0380 0.3610 -0.1530 0.0784 -0.1547 -0.0946
0.8208 -0.0486 0.2901 -0.2376 -0.0267 -0.2020 -0.0637
0.8937 -0.1123 0.2368 -0.3125 -0.1107 -0.2044 -0.0277
0.1371 0.2420 0.1613 0.0343 0.1126 0.1150 0.2709
0.1858 0.2727 0.1827 -0.0175 0.1071 0.0886 0.2945
0.2286 0.2988 0.1911 -0.0623 0.1135 0.0609 0.3232
0.2606 0.3159 0.1942 -0.0925 0.1208 0.0468 0.3447
0.3104 0.3304 0.1955 -0.1248 0.1428 0.0290 0.3640
0.2547 0.1765 0.2748 0.0760 0.0949 0.1606 0.0791
0.4175 0.1800 0.3830 0.0067 0.0608 0.1331 -0.0070
0.3538 0.1680 0.4033 0.0595 -0.0263 0.2451 -0.0603
0.3834 0.2221 0.4347 -0.0089 -0.0891 0.2237 -0.0356
0.3413 0.3134 0.4420 -0.0231 -0.0921 0.1955 -0.0032
0.0830 0.0359 0.1491 0.3041 0.1942 0.2319 -0.0168
0.0067 -0.0562 0.0877 0.4534 0.2617 0.2763 -0.1126
-0.1092 -0.1247 -0.0022 0.6342 0.3376 0.3284 -0.2031
-0.1465 -0.0780 -0.0225 0.7053 0.3708 0.3254 -0.2489
-0.1520 0.0325 0.0051 0.7022 0.3552 0.3181 -0.2535
0.0898 0.0638 0.0112 0.2718 0.4461 -0.0903 0.1060
0.1043 0.0067 -0.0334 0.3401 0.5827 -0.1957 0.0440
0.1016 -0.0469 -0.0566 0.4067 0.6514 -0.2211 -0.0194
0.1256 -0.0524 -0.0476 0.4074 0.6707 -0.2444 -0.0397
0.1429 -0.0544 -0.0384 0.4056 0.6788 -0.2560 -0.0532
-0.0294 0.1206 0.1762 0.2243 -0.0574 0.4643 0.1251
-0.1360 0.0965 0.1788 0.2896 -0.1828 0.6678 0.1059
-0.1600 0.0903 0.1936 0.3237 -0.2153 0.7335 0.0703
-0.1338 0.1171 0.2297 0.3088 -0.2322 0.7363 0.0511
-0.0896 0.1496 0.2625 0.2896 -0.2206 0.6975 0.0286
-0.0386 0.3333 0.0261 -0.0242 0.0693 0.1280 0.5288
-0.1310 0.4181 -0.0916 -0.0938 0.0943 0.0740 0.7489
-0.1773 0.4497 -0.1455 -0.1152 0.1047 0.0629 0.8406
-0.1921 0.4664 -0.1774 -0.1275 0.1255 0.0466 0.8898
-0.1960 0.4729 -0.1920 -0.1323 0.1386 0.0373 0.9102
res =
2.3236
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.5604 0.1781 0.0522 0.0615 0.0144 0.0248 0.0463
0.8347 0.1750 0.0342 -0.0199 -0.0584 -0.0329 -0.0538
0.9722 0.1715 0.0006 -0.0449 -0.1046 -0.0526 -0.1062
1.0010 0.1722 -0.0672 -0.0139 -0.1404 -0.0448 -0.1127
0.9619 0.1747 -0.1223 0.0325 -0.1517 -0.0185 -0.1094
0.2003 0.1603 0.0835 0.1740 0.1197 0.0986 0.1784
0.1861 0.1590 0.0644 0.1918 0.1148 0.0934 0.1971
0.1644 0.1569 0.0449 0.2129 0.1121 0.0889 0.2178
0.1681 0.1599 -0.0022 0.2400 0.0908 0.0781 0.2313
0.1257 0.1589 -0.0015 0.2549 0.1054 0.0915 0.2204
0.0463 0.1436 0.2086 0.1387 0.2018 0.1869 0.1378
-0.0509 0.1323 0.2698 0.1176 0.2350 0.2463 0.1115
-0.0492 0.1332 0.2720 0.1178 0.2381 0.2451 0.1110
-0.1177 0.1270 0.3174 0.0907 0.2521 0.2993 0.0762
-0.1611 0.1256 0.3472 0.0661 0.2551 0.3416 0.0433
0.2037 0.1623 0.1333 0.1346 0.1362 0.1267 0.1294
0.1403 0.1563 0.1499 0.1460 0.1578 0.1455 0.1422
0.0977 0.1527 0.1644 0.1500 0.1726 0.1615 0.1448
0.0242 0.1448 0.2029 0.1452 0.2006 0.1963 0.1371
-0.0320 0.1398 0.2392 0.1316 0.2197 0.2320 0.1175
0.0665 0.1441 0.1630 0.1742 0.1889 0.1469 0.1830
-0.0250 0.1293 0.2246 0.1670 0.2355 0.1830 0.1789
-0.0573 0.1241 0.2491 0.1622 0.2525 0.1966 0.1745
-0.0844 0.1210 0.2746 0.1485 0.2631 0.2190 0.1578
-0.0980 0.1202 0.2872 0.1398 0.2667 0.2328 0.1464
0.0773 0.1537 0.2099 0.1186 0.1899 0.1976 0.1036
-0.0421 0.1468 0.2839 0.0896 0.2287 0.2804 0.0588
-0.1330 0.1494 0.3489 0.0334 0.2358 0.3824 -0.0253
-0.2492 0.1599 0.4189 -0.0663 0.2036 0.5493 -0.1719
-0.3998 0.1839 0.4891 -0.2146 0.1202 0.7951 -0.3962
0.0823 0.1401 0.1082 0.2167 0.1706 0.0996 0.2432
0.0331 0.1173 0.0731 0.2794 0.1807 0.0437 0.3432
0.0111 0.0879 -0.0489 0.3733 0.1253 -0.0575 0.4973
-0.0542 0.0432 -0.2082 0.4779 0.0289 -0.1656 0.6811
-0.1504 -0.0017 -0.3735 0.5764 -0.0834 -0.2612 0.8510
res =
2.5299
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.1551 0.1340 0.1490 0.1416 0.1431 0.1509 0.1419
0.1758 0.1163 0.1290 0.1603 0.1559 0.1592 0.1269
0.1810 0.1087 0.0830 0.1934 0.1782 0.1551 0.1017
0.1782 0.1007 0.0834 0.2000 0.1770 0.1537 0.1046
0.1725 0.0879 0.0988 0.2023 0.1695 0.1512 0.1161
0.1278 0.1818 0.0012 0.2088 0.2057 0.1167 0.0648
0.1187 0.2012 -0.0505 0.2296 0.2262 0.1068 0.0388
0.1124 0.2140 -0.0817 0.2415 0.2382 0.1007 0.0234
0.1039 0.2322 -0.1067 0.2456 0.2448 0.0967 0.0136
0.1001 0.2402 -0.1199 0.2488 0.2490 0.0944 0.0079
0.1520 0.1043 0.2693 0.0911 0.0934 0.1577 0.2066
0.1605 0.0739 0.3701 0.0481 0.0515 0.1720 0.2600
0.1424 0.0470 0.5946 -0.0661 -0.0511 0.1876 0.3878
0.1454 0.0242 0.6843 -0.1062 -0.0892 0.1978 0.4360
0.1434 0.0077 0.7564 -0.1377 -0.1198 0.2024 0.4753
0.1309 0.1826 0.0002 0.2071 0.2051 0.1201 0.0646
0.1294 0.1947 -0.0482 0.2285 0.2254 0.1146 0.0387
0.1216 0.2147 -0.0872 0.2396 0.2384 0.1091 0.0209
0.1193 0.2184 -0.0944 0.2415 0.2402 0.1070 0.0184
0.1196 0.2031 -0.0576 0.2300 0.2260 0.1066 0.0378
0.1571 0.1349 0.0859 0.1812 0.1756 0.1393 0.1039
0.1784 0.1213 0.0245 0.2227 0.2079 0.1418 0.0655
0.1853 0.1173 -0.0510 0.2707 0.2437 0.1339 0.0235
0.1856 0.1054 -0.1341 0.3300 0.2807 0.1185 -0.0178
0.1918 0.0675 -0.1893 0.3828 0.3099 0.0887 -0.0434
0.1274 0.1733 0.1184 0.1396 0.1474 0.1376 0.1341
0.1180 0.1908 0.1797 0.0877 0.1086 0.1509 0.1770
0.1102 0.2186 0.1871 0.0592 0.0925 0.1573 0.1922
0.1069 0.2386 0.1840 0.0382 0.0819 0.1562 0.2032
0.1127 0.2639 0.1365 0.0252 0.0813 0.1415 0.2057
0.1454 0.1152 0.2477 0.0987 0.1015 0.1522 0.1963
0.1537 0.0810 0.3773 0.0404 0.0463 0.1703 0.2657
0.1502 0.0569 0.5175 -0.0282 -0.0163 0.1841 0.3438
0.1516 0.0403 0.5945 -0.0647 -0.0499 0.1934 0.3859
0.1535 0.0332 0.6180 -0.0749 -0.0597 0.1966 0.3983
res =
2.3758
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.2285 0.1744 0.0575 0.1603 0.0106 0.2197 0.1692
0.2456 0.1752 0.0727 0.1617 0.0122 0.2150 0.1720
0.2908 0.1956 0.0924 0.1733 -0.0007 0.2193 0.1700
0.3888 0.2591 0.1155 0.2056 -0.0399 0.2463 0.1574
0.5428 0.3656 0.1724 0.2542 -0.0716 0.2810 0.1394
0.2034 0.1822 0.0626 0.1612 0.0140 0.2083 0.1575
0.2003 0.2230 0.0782 0.1786 -0.0088 0.1991 0.1280
0.2088 0.3270 0.1054 0.2257 -0.0783 0.1895 0.0566
0.2445 0.5262 0.1314 0.3223 -0.2341 0.1930 -0.0783
0.3139 0.9288 0.1527 0.5552 -0.5985 0.2014 -0.3927
0.1419 0.1314 0.1288 0.1311 0.1099 0.1412 0.1734
0.0182 0.1232 0.2616 0.1103 0.2950 0.0313 0.1409
-0.0368 0.1182 0.3201 0.1061 0.4062 -0.0083 0.1139
-0.0297 0.1721 0.4825 0.2037 0.4245 -0.0991 -0.0946
0.0738 0.1947 0.5985 0.3894 0.1746 -0.1958 -0.3991
0.2088 0.1612 0.0527 0.1540 0.0234 0.2149 0.1722
0.1859 0.1357 0.0643 0.1419 0.0545 0.1970 0.1814
0.1508 0.1001 0.0712 0.1273 0.0952 0.1763 0.1913
0.0618 0.0296 0.0814 0.0989 0.1878 0.1327 0.2038
-0.0725 -0.0550 0.0715 0.0702 0.3091 0.0878 0.2028
0.1323 0.0873 0.1434 0.1110 0.1495 0.1252 0.1979
-0.0200 0.0061 0.2990 0.0474 0.4816 0.0074 0.2124
-0.0564 -0.0744 0.4255 0.0149 0.7467 -0.0442 0.1972
-0.0503 -0.1638 0.4984 0.0094 0.8315 -0.0812 0.1533
-0.0624 -0.2255 0.5099 0.0146 0.8094 -0.1042 0.1103
0.2241 0.1992 0.0328 0.1721 -0.0125 0.2373 0.1529
0.2178 0.2078 0.0204 0.1781 -0.0200 0.2433 0.1442
0.2000 0.2078 -0.0004 0.1840 -0.0243 0.2480 0.1341
0.1625 0.1948 -0.0386 0.1908 -0.0233 0.2526 0.1206
0.0866 0.1467 -0.1119 0.1955 -0.0034 0.2574 0.1078
0.1829 0.1501 0.0831 0.1434 0.0593 0.1866 0.1751
0.1280 0.1003 0.1346 0.1135 0.1482 0.1331 0.1944
0.0897 0.0686 0.1681 0.0929 0.2181 0.1005 0.2076
0.0274 0.0335 0.2229 0.0648 0.3429 0.0548 0.2204
-0.0178 0.0159 0.2662 0.0462 0.4532 0.0268 0.2251
res =
2.4607
>> qitishibiechengxu
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.7487 -0.0618 0.0009 0.0822 -0.0020 0.1145 0.2072
1.0099 -0.0914 -0.0673 0.1191 -0.0318 0.1175 0.0494
1.0650 -0.0897 -0.0864 0.1308 -0.0330 0.1182 -0.0021
1.0868 -0.0957 -0.0937 0.1251 -0.0421 0.1182 -0.0014
0.9147 -0.0591 -0.0544 0.1130 -0.0195 0.1214 0.0530
0.0137 0.2186 0.1191 0.1523 0.2468 0.1149 0.1308
-0.0450 0.2908 0.1022 0.1857 0.2957 0.1179 0.0050
-0.0695 0.3347 0.0785 0.1869 0.3054 0.1222 -0.0678
-0.0934 0.3703 0.0516 0.1657 0.2909 0.1294 -0.1120
-0.1192 0.4026 0.0282 0.1422 0.2694 0.1388 -0.1503
0.0127 0.1292 0.1830 0.1108 0.1481 0.1345 0.3009
-0.0918 0.1820 0.2281 0.1711 0.1617 0.1633 0.1809
-0.1200 0.1308 0.2872 0.1532 0.0794 0.1907 0.2674
-0.2940 0.1072 0.4761 0.2327 -0.0848 0.3035 0.1916
-0.5625 0.0559 0.7902 0.3609 -0.3715 0.4930 0.0741
0.2340 0.1714 0.0744 0.1743 0.2141 0.1146 0.0509
0.1893 0.2247 0.0731 0.2182 0.2600 0.1186 -0.0592
0.1533 0.2545 0.0757 0.2401 0.2854 0.1208 -0.1113
0.0313 0.2896 0.1059 0.2491 0.3114 0.1255 -0.1076
-0.0327 0.3068 0.1257 0.2566 0.3196 0.1313 -0.1109
0.0759 0.2374 0.0906 0.1820 0.2677 0.1131 0.0323
0.0071 0.2975 0.0872 0.2152 0.3181 0.1142 -0.0612
0.0127 0.3077 0.0802 0.2239 0.3287 0.1132 -0.0893
-0.0036 0.3141 0.0861 0.2320 0.3377 0.1137 -0.0974
-0.0086 0.3159 0.0899 0.2372 0.3408 0.1146 -0.1028
0.1769 0.1209 0.1277 0.1336 0.1488 0.1286 0.1949
0.1006 0.1296 0.1849 0.1658 0.1173 0.1609 0.1549
0.0406 0.1419 0.2330 0.2013 0.0909 0.1913 0.0974
0.0177 0.1371 0.2656 0.2183 0.0599 0.2124 0.0756
0.0268 0.1156 0.2859 0.2181 0.0230 0.2259 0.0886
0.1032 0.0041 0.1915 0.0049 0.0381 0.1264 0.5696
0.0037 -0.0500 0.2627 -0.0458 -0.0363 0.1439 0.7519
-0.0141 -0.1272 0.3122 -0.1034 -0.1248 0.1565 0.9346
-0.0633 -0.1504 0.3553 -0.1144 -0.1676 0.1732 0.9944
-0.0962 -0.1665 0.3871 -0.1191 -0.1999 0.1869 1.0295
res =
2.3490
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.4493 0.1327 0.1604 0.2741 -0.0397 0.1669 -0.1024
0.6925 0.1177 0.0791 0.2294 0.0494 0.0270 -0.1625
0.8930 0.0332 0.0280 0.2012 0.1435 -0.1492 -0.1461
0.9951 -0.0517 0.0163 0.2052 0.1809 -0.2639 -0.1030
1.0617 -0.1197 0.0230 0.2174 0.1989 -0.3590 -0.0714
0.1609 0.4121 0.0232 0.1025 0.0583 0.2859 0.0009
0.1092 0.7124 -0.1501 -0.0488 0.1293 0.3030 -0.0215
0.0672 0.9184 -0.2525 -0.1053 0.0945 0.1923 0.0363
0.0545 1.0648 -0.2835 -0.0840 -0.0243 0.0307 0.0773
0.1083 1.1093 -0.2602 -0.0124 -0.1606 -0.2207 0.1250
0.1023 -0.0216 0.2634 0.2349 0.0908 0.1968 0.1470
0.0649 -0.0900 0.2512 0.1363 0.2916 0.1479 0.2078
0.0397 -0.1233 0.3491 0.2287 0.1741 0.2244 0.1309
-0.0133 -0.1713 0.3568 0.1554 0.3261 0.2170 0.1573
-0.0471 -0.2092 0.3866 0.1465 0.3670 0.2265 0.1604
0.2150 0.0755 0.2410 0.3083 -0.0790 0.2287 0.0361
0.1834 0.0005 0.2799 0.3584 -0.1288 0.1997 0.1132
0.1878 -0.0839 0.3313 0.4358 -0.2147 0.1682 0.1634
0.2219 -0.1194 0.3401 0.5149 -0.3387 0.1224 0.2237
0.3156 -0.1263 0.3206 0.6181 -0.5234 0.0541 0.2777
0.0341 0.2096 0.1170 -0.0933 0.5312 0.2909 -0.0157
0.0786 0.0403 0.1066 -0.2562 0.9065 0.1158 0.0536
0.1103 0.0024 0.1148 -0.2866 0.9868 0.0519 0.0472
0.1650 -0.0021 0.1126 -0.2396 0.9073 -0.0453 0.0817
0.1994 0.0030 0.1076 -0.1969 0.8278 -0.1156 0.1175
0.0445 0.2679 0.1671 0.1194 0.1349 0.3665 -0.0323
-0.1117 0.3124 0.1687 0.0461 0.2304 0.4385 -0.0054
-0.1986 0.3100 0.1785 0.0337 0.2456 0.4571 0.0475
-0.2122 0.2733 0.1885 0.0848 0.1677 0.4215 0.1280
-0.1678 0.2490 0.1927 0.1622 0.0415 0.3788 0.1741
-0.0298 0.0562 0.1676 0.2398 -0.0154 0.1425 0.4007
-0.1733 0.0126 0.0846 0.1922 0.0303 -0.0044 0.7450
-0.2451 0.0083 0.0505 0.1846 0.0191 -0.0598 0.8949
-0.2499 -0.0253 0.0338 0.1429 0.1020 -0.1293 0.9554
-0.2252 -0.0574 0.0375 0.1130 0.1763 -0.1746 0.9500
res =
2.2821
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.4178 0.1008 -0.0986 0.1927 -0.0289 0.1299 0.1630
0.7375 0.0206 -0.1038 0.1427 -0.0888 0.1137 0.1165
1.0319 -0.0100 -0.0494 0.0823 -0.0579 0.0761 0.0449
1.1719 0.0561 0.0245 0.0445 0.0787 0.0140 -0.0112
1.1950 0.1448 0.0967 0.0136 0.2326 -0.0555 -0.0397
0.0890 0.2129 0.1219 0.1882 0.1806 0.0899 0.1746
0.0624 0.2172 0.1445 0.1858 0.1943 0.0883 0.1800
0.0493 0.2237 0.1509 0.1865 0.1981 0.0731 0.2069
0.0529 0.2243 0.1343 0.1905 0.1848 0.0623 0.2354
0.0419 0.2208 0.1406 0.1891 0.1791 0.0559 0.2606
-0.0453 0.2271 0.3417 0.1443 0.3181 0.1076 0.0874
-0.1691 0.2047 0.5470 0.0928 0.4141 0.1505 -0.0030
-0.1896 0.2026 0.5844 0.0859 0.4369 0.1721 -0.0398
-0.2739 0.1792 0.7323 0.0449 0.4998 0.2022 -0.1059
-0.3365 0.1621 0.8438 0.0147 0.5497 0.2315 -0.1657
0.0992 0.0985 0.0978 0.1699 0.0913 0.2755 0.0022
0.1230 0.1293 0.0379 0.1850 0.0825 0.2192 0.0659
0.1585 0.1522 -0.0379 0.1999 0.0609 0.1720 0.1237
0.1589 0.1975 -0.0456 0.2103 0.0933 0.1140 0.1708
0.1559 0.2145 -0.0411 0.2158 0.1097 0.1019 0.1772
0.0065 0.2646 0.2981 0.1642 0.3218 0.0529 0.1387
-0.0482 0.2612 0.3803 0.1412 0.3647 0.0517 0.1155
-0.0372 0.2816 0.3841 0.1392 0.3857 0.0139 0.1319
-0.0605 0.2879 0.4159 0.1211 0.4160 -0.0048 0.1252
-0.0403 0.3117 0.3746 0.1223 0.4196 -0.0515 0.1648
0.1156 -0.0470 0.0732 0.1578 -0.0216 0.5468 -0.2331
0.1759 -0.1716 -0.0533 0.1682 -0.1745 0.7727 -0.3958
0.1827 -0.1561 -0.0667 0.1759 -0.1622 0.7799 -0.4082
0.1458 -0.0516 0.0157 0.1697 -0.0346 0.6195 -0.3064
0.1172 0.0321 0.0869 0.1599 0.0728 0.4881 -0.2270
0.1435 0.2828 0.0237 0.2071 0.1603 -0.1024 0.4311
0.1017 0.2076 -0.0525 0.1823 0.0180 -0.1392 0.6809
0.0165 0.1484 -0.0560 0.1194 -0.0525 -0.2026 0.9108
-0.0663 0.0838 -0.0736 0.0668 -0.1282 -0.2272 1.0789
-0.1168 0.0543 -0.0774 0.0350 -0.1560 -0.2416 1.1547
res =
2.2617
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.5820 0.1552 -0.0930 0.1551 0.0121 -0.0385 0.0333
0.7850 0.0219 -0.1448 0.1885 0.0266 -0.0607 -0.1062
0.8831 -0.0276 -0.1720 0.1881 0.0417 -0.0831 -0.1574
0.9387 -0.0591 -0.2049 0.1810 0.0507 -0.0907 -0.1510
0.9782 -0.0816 -0.2779 0.1506 0.0564 -0.0916 -0.0629
0.1288 0.4328 0.0519 0.0519 0.0293 0.0417 0.1459
0.1710 0.5150 0.0159 -0.0098 0.0076 -0.0697 0.0789
0.1201 0.6243 0.0409 -0.0465 -0.0241 -0.1483 0.0039
0.0545 0.7748 0.0998 -0.0881 -0.0659 -0.2592 -0.0886
-0.3285 0.9425 0.2551 -0.0308 -0.2453 -0.1606 -0.1274
-0.0602 0.2297 0.2670 -0.0072 0.3888 0.2071 -0.0117
-0.1837 -0.0194 0.3499 -0.0167 0.5483 0.1469 -0.1901
-0.0782 0.0701 0.6627 0.0502 0.4919 0.0385 -0.1112
-0.0213 -0.0168 1.0719 -0.0808 -0.0256 0.0598 0.0770
0.0978 0.0186 1.2801 -0.2139 -0.4134 0.0561 0.2750
0.0653 0.2377 0.0811 0.2497 -0.0314 0.2630 0.1977
0.0800 0.1120 0.0619 0.3807 -0.1018 0.3347 0.1962
0.2107 -0.0968 0.0611 0.5380 -0.1261 0.3991 0.1728
0.2748 -0.2450 0.0984 0.6541 -0.1154 0.4538 0.2048
0.3207 -0.3388 0.1297 0.7198 -0.0917 0.4716 0.2490
0.0348 0.3248 0.2448 0.0328 0.2723 0.1757 0.1532
0.0390 0.0824 0.3298 -0.0242 0.5657 0.1808 0.0084
0.0719 -0.0593 0.3556 -0.0330 0.7012 0.0964 0.0636
0.0420 -0.2249 0.2003 -0.1055 0.8043 -0.0822 0.1359
0.0729 -0.3041 -0.0916 -0.2598 0.8386 -0.3299 0.2278
-0.0643 0.1200 0.1025 0.2289 0.0685 0.5658 0.0686
-0.0886 -0.0193 0.0520 0.2656 0.0777 0.7516 -0.0202
-0.0578 -0.1225 -0.0194 0.2247 0.1390 0.8574 -0.1164
-0.0179 -0.2126 -0.0809 0.1831 0.2100 0.9105 -0.1692
-0.0014 -0.3603 -0.0926 0.2611 0.2322 0.9983 -0.1720
-0.0362 0.3545 0.2175 0.2023 0.0721 0.0841 0.4491
-0.1035 0.2787 0.2942 0.3068 0.0914 -0.0182 0.7759
0.1982 0.1404 0.0887 0.2267 0.1039 -0.2175 0.9153
0.3600 -0.0049 0.0163 0.2071 0.1087 -0.3069 1.0069
0.4497 -0.0874 -0.0067 0.2087 0.1009 -0.3305 1.0248
res =
2.1680
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.3006 0.2862 0.1455 0.0889 0.0341 0.0924 0.1487
0.4714 0.3359 0.0830 0.0299 0.0499 -0.0638 0.0649
0.5976 0.2914 -0.0381 0.0224 0.1143 -0.1338 0.0177
0.7097 0.2003 -0.2089 0.0130 0.2320 -0.1711 0.0176
0.8019 0.0408 -0.3994 0.0731 0.4498 -0.1771 -0.0128
0.2242 0.3727 0.1576 0.1473 0.0058 0.1943 0.1839
0.3052 0.5804 0.1438 0.0587 -0.0324 0.1118 0.1920
0.3809 0.7678 0.1327 -0.0183 -0.0649 0.0165 0.1818
0.4183 0.9474 0.1102 -0.0785 -0.0734 -0.0322 0.2117
0.4614 1.0803 0.0997 -0.0964 -0.0573 -0.0853 0.2049
0.1429 0.1113 0.4977 0.2136 0.0917 0.0061 -0.0087
0.0337 0.0632 0.6971 0.1542 0.1404 -0.0355 0.0148
-0.0785 0.1320 0.9110 0.0123 0.0240 -0.1085 0.0620
-0.2553 0.0990 1.0689 -0.0956 0.1440 -0.1257 0.1352
-0.3777 0.0889 1.1451 -0.2108 0.2699 -0.1497 0.1948
0.1714 0.0946 0.1438 0.3554 0.1237 0.2260 0.0441
0.1685 0.0289 0.0839 0.4339 0.1779 0.2530 0.0040
0.0880 -0.0591 0.0097 0.5376 0.2095 0.3286 -0.0240
-0.0872 -0.1639 -0.0269 0.6778 0.2182 0.3838 -0.1138
-0.3814 -0.2537 -0.0391 0.8311 0.1455 0.3912 -0.2890
0.2433 -0.0189 0.2032 0.3685 0.2741 0.0827 -0.0779
0.2256 -0.1195 0.1259 0.3179 0.5665 0.0168 -0.1203
0.1219 -0.1674 0.0445 0.1497 0.8824 -0.0779 -0.1115
-0.0408 -0.1715 0.1253 -0.0527 1.0894 -0.1701 -0.0488
-0.2079 -0.1841 0.1974 -0.2468 1.2906 -0.2733 0.0006
0.0264 0.0934 0.0712 0.3276 -0.0078 0.3728 0.1579
-0.1062 0.0659 -0.0489 0.3333 -0.0812 0.5370 0.2774
-0.1836 0.0448 -0.1244 0.3474 -0.0953 0.6307 0.3519
-0.2370 0.0183 -0.1874 0.3595 -0.0758 0.6986 0.4184
-0.3048 -0.0155 -0.2453 0.3872 -0.0273 0.7728 0.4944
0.0893 0.1999 0.1263 0.0595 -0.0560 0.2782 0.3126
0.0933 0.1804 0.0949 -0.1133 -0.0785 0.2394 0.4394
0.0574 0.0155 0.0120 -0.2632 -0.0274 0.2373 0.6102
0.0468 -0.1706 -0.0146 -0.4147 0.0589 0.1594 0.7362
0.0226 -0.3853 -0.0376 -0.5523 0.1770 0.0781 0.8605
res =
2.2445
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.4337 -0.0382 0.1844 0.2830 0.0832 0.1025 0.0895
0.6455 -0.1581 0.1362 0.2325 0.0751 -0.0003 0.0496
0.8168 -0.2353 0.0799 0.1969 0.0581 -0.1054 0.0088
0.9650 -0.2872 0.0229 0.1819 0.0336 -0.2089 -0.0360
1.0895 -0.3222 -0.0397 0.1613 0.0171 -0.3117 -0.0920
-0.0446 0.3368 0.1269 0.2645 0.0838 0.1528 0.1111
-0.1836 0.5382 0.0092 0.2378 0.0526 0.0428 0.0448
-0.2549 0.6902 -0.0879 0.2456 0.0100 -0.0639 -0.0104
-0.2906 0.8109 -0.1623 0.2887 -0.0373 -0.1553 -0.0609
-0.3092 0.8799 -0.2039 0.3189 -0.0635 -0.2073 -0.0931
0.1480 0.0419 0.2306 0.1352 0.1836 0.2523 0.1891
0.0340 0.0525 0.2426 0.0243 0.2730 0.3101 0.1732
-0.0100 0.0805 0.2336 0.0134 0.2965 0.3139 0.1243
-0.0572 0.0801 0.2363 -0.0480 0.3493 0.3352 0.0994
-0.0729 0.0776 0.2357 -0.0740 0.3752 0.3414 0.0766
0.1667 0.1997 0.1751 0.3789 0.0434 0.1412 0.1055
0.1662 0.2723 0.1500 0.4749 -0.0114 0.0940 0.0886
0.1749 0.4033 0.1043 0.6693 -0.1032 0.0046 0.0411
0.1632 0.5268 0.0608 0.8220 -0.1778 -0.0701 0.0196
0.1536 0.6333 0.0173 0.9340 -0.2465 -0.1421 0.0091
0.1326 0.0135 0.2308 0.0686 0.2488 0.2689 0.1289
0.0640 -0.0025 0.2285 -0.0651 0.3580 0.2975 0.0680
0.0234 0.0081 0.2025 -0.1437 0.4304 0.2855 -0.0292
-0.0175 0.0335 0.1467 -0.2346 0.5153 0.2456 -0.1858
-0.0522 0.0712 0.0264 -0.3720 0.6345 0.1553 -0.4602
0.0659 0.0845 0.2219 0.1078 0.2263 0.2703 0.1201
-0.0069 0.0618 0.2326 -0.0178 0.3258 0.3173 0.0957
-0.0314 0.0455 0.2349 -0.0855 0.3798 0.3315 0.0724
-0.0294 0.0334 0.2310 -0.1197 0.4046 0.3280 0.0542
-0.0258 0.0306 0.2228 -0.1386 0.4167 0.3181 0.0377
0.2636 0.0275 0.2130 0.1980 0.0781 0.1854 0.3251
0.2419 0.0014 0.2001 0.0478 0.0572 0.1988 0.5753
0.1604 0.0587 0.1396 -0.1171 0.0064 0.1737 0.8182
0.0060 0.1831 0.0726 -0.3249 -0.0631 0.1396 1.0716
-0.0792 0.2743 0.0531 -0.4761 -0.1376 0.0985 1.2420
res =
2.2746
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.4643 0.0518 0.1083 -0.0249 0.0584 0.0066 0.1927
0.6296 0.0193 0.0191 -0.0769 0.0695 -0.0037 0.0904
0.7359 0.0212 -0.0625 -0.1040 0.0805 -0.0690 0.0255
0.8073 0.0222 -0.1149 -0.1150 0.0573 -0.1554 0.0101
0.8448 0.0326 -0.1532 -0.1189 0.0697 -0.1973 -0.0196
0.0703 0.3472 0.0068 0.0714 0.0533 0.0022 0.4051
-0.0490 0.5799 -0.0918 0.0744 0.0743 -0.0589 0.5076
-0.0591 0.7032 -0.1508 0.0771 0.0930 -0.0053 0.3312
0.0774 0.7683 -0.0905 0.1184 -0.0020 0.0384 -0.2844
0.2234 0.8109 0.0338 0.1686 -0.1312 0.0400 -0.8954
0.1134 -0.0124 0.3271 0.1482 0.2141 0.2001 0.1425
-0.0115 -0.0631 0.4095 0.2666 0.2340 0.2616 0.0916
0.0062 0.0068 0.6076 0.3716 0.0360 -0.0671 0.1864
-0.0254 -0.0147 0.6578 0.4948 -0.0112 -0.0906 0.1095
-0.0021 0.0020 0.7446 0.5508 -0.0916 -0.1629 0.1185
0.0575 0.0864 0.2231 0.1850 0.1338 0.1054 0.1692
-0.0832 0.0637 0.2840 0.3842 0.0671 0.0790 0.0888
-0.1496 0.0172 0.3204 0.6103 -0.0124 -0.0208 -0.0704
-0.2070 -0.0658 0.3109 0.7656 -0.0007 0.0083 -0.2302
-0.2538 -0.1310 0.3125 0.8459 0.0287 0.0750 -0.3227
0.2354 -0.0144 0.2124 0.0735 0.3795 0.0694 0.0617
0.1765 -0.0832 0.2165 0.1006 0.6903 0.1339 -0.0790
0.1180 -0.1009 0.1497 0.1452 0.9715 0.1079 -0.1920
0.0798 -0.0767 0.0956 0.1997 1.1653 0.0567 -0.2627
0.0545 -0.0247 0.1360 0.2743 1.2424 -0.0348 -0.2320
0.1850 0.0199 0.0443 0.0479 0.1431 0.5422 0.0630
0.1004 -0.0113 0.0044 0.0676 0.0691 0.8598 0.0759
0.0677 -0.0315 -0.0185 0.0684 0.0122 1.0581 0.0963
0.0739 -0.0407 -0.0372 0.0473 -0.0284 1.1795 0.1162
0.0802 -0.0426 -0.0591 0.0325 -0.0464 1.2420 0.1216
0.1340 0.1953 0.1045 0.0722 0.0028 0.1578 0.3255
0.0532 0.3092 0.0854 0.0753 -0.0639 0.1705 0.4737
0.0194 0.4914 0.1024 0.0506 -0.1372 0.0143 0.6660
0.0161 0.5941 0.1236 0.0163 -0.1818 -0.0016 0.7511
0.0059 0.6458 0.0971 -0.0158 -0.1612 0.0475 0.7644
res =
2.0451
>> qitishibiechengxu
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.2272 0.1809 -0.0438 0.0584 0.1092 0.2025 0.2654
0.2401 0.1646 -0.0404 0.0526 0.0622 0.2305 0.2898
0.2488 0.1537 -0.0382 0.0494 0.0301 0.2505 0.3050
0.2630 0.1307 -0.0356 0.0377 -0.0001 0.2416 0.3615
0.2752 0.1157 -0.0314 0.0310 -0.0443 0.2676 0.3847
0.1872 0.3800 0.0191 -0.1248 0.2253 0.2484 0.0657
0.1580 0.4653 0.0713 -0.2071 0.3047 0.2253 -0.0159
0.1419 0.5000 0.0992 -0.2400 0.3476 0.2025 -0.0493
0.1455 0.4954 0.0397 -0.2182 0.4155 0.1288 -0.0046
0.1483 0.5150 0.0389 -0.2390 0.4058 0.1587 -0.0253
-0.0012 -0.0024 0.8475 0.0898 -0.0855 0.0980 0.0509
-0.0514 -0.0062 1.0206 0.0460 -0.0470 -0.0032 0.0379
-0.0632 0.0296 1.0366 0.0107 -0.0028 -0.0269 0.0131
-0.0655 0.0534 1.0435 -0.0174 0.0087 -0.0229 -0.0027
-0.0694 0.0493 1.0285 0.0062 0.0260 -0.0333 -0.0100
0.0441 -0.1193 0.1147 0.7179 0.1637 0.1050 -0.0253
0.0345 -0.2411 0.1086 0.8966 0.1060 0.1068 -0.0110
0.0418 -0.2462 0.0222 0.9592 0.1299 0.1206 -0.0267
0.0416 -0.2460 -0.0132 0.9833 0.1586 0.1048 -0.0281
0.0375 -0.2508 -0.0209 0.9978 0.1804 0.0803 -0.0231
0.0786 0.3240 -0.0355 0.1280 0.6204 -0.1584 0.0465
0.0343 0.3493 0.0366 0.1234 0.7071 -0.2353 -0.0112
0.0476 0.3067 -0.0674 0.1967 0.7765 -0.3333 0.0777
0.0286 0.3200 -0.0175 0.1925 0.7736 -0.3142 0.0216
0.0282 0.2973 -0.0464 0.2371 0.7908 -0.3390 0.0368
0.2246 0.1776 0.0082 0.1446 -0.1444 0.5803 0.0081
0.2555 0.1886 -0.0206 0.1192 -0.2449 0.7104 -0.0097
0.2401 0.2114 -0.0196 0.1458 -0.2434 0.7664 -0.1018
0.2374 0.2416 0.0131 0.1072 -0.2740 0.8250 -0.1515
0.2519 0.2851 0.0380 0.0164 -0.3173 0.8842 -0.1598
0.3129 0.0350 -0.0004 -0.0645 -0.0152 0.0220 0.7075
0.3145 -0.0364 0.0003 -0.0290 0.0312 -0.1311 0.8475
0.3304 -0.0854 0.0153 -0.0208 -0.0275 -0.1335 0.9180
0.3301 -0.1019 0.0147 -0.0048 -0.0257 -0.1516 0.9358
0.3382 -0.1235 0.0221 -0.0001 -0.0627 -0.1376 0.9597
res =
2.2371
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.9908 0.0158 -0.0174 0.0063 -0.1017 0.0204 0.0904
1.0311 0.0069 0.0144 -0.0392 0.0148 0.0029 -0.0277
1.0306 -0.0143 0.0211 -0.0194 0.0415 -0.0065 -0.0497
1.0299 -0.0227 0.0229 -0.0102 0.0470 -0.0098 -0.0540
1.0288 -0.0362 0.0248 0.0066 0.0493 -0.0146 -0.0552
0.0072 0.5003 -0.0710 -0.0082 0.0368 0.3475 0.1831
0.0034 0.6535 -0.0919 -0.1029 0.0165 0.4376 0.0770
0.0063 0.7122 -0.0720 -0.1497 0.0086 0.4723 0.0144
0.0014 0.7376 -0.0631 -0.1699 0.0137 0.4869 -0.0149
-0.0180 0.7544 -0.0690 -0.1861 0.0353 0.4927 -0.0181
-0.0325 -0.0640 0.9689 0.0020 0.0507 0.0183 0.0600
-0.0323 -0.1128 1.0591 0.0224 -0.0233 -0.0024 0.0944
0.0019 -0.0511 1.0419 -0.0140 -0.0130 0.0358 0.0022
0.0191 -0.0289 1.0261 -0.0158 -0.0333 0.0528 -0.0162
0.0345 0.0005 1.0104 -0.0300 -0.0321 0.0711 -0.0511
0.0499 -0.0340 0.0896 0.7275 0.0398 0.2031 -0.0708
0.0281 -0.1069 0.0291 0.8999 0.0314 0.1974 -0.0724
-0.0425 -0.0932 -0.1095 0.9556 0.0782 0.2058 0.0118
-0.0461 -0.1302 -0.0991 1.0047 0.0395 0.1945 0.0437
0.0027 -0.2063 0.0081 1.0674 -0.0570 0.1726 0.0220
-0.0414 0.0955 0.0149 -0.0049 0.8719 0.0163 0.0397
0.0558 0.0152 -0.0242 0.0151 0.9798 -0.0424 -0.0074
0.1049 -0.0278 -0.0260 0.0595 0.9734 -0.0585 -0.0327
-0.0331 -0.0072 -0.0088 0.0312 1.0966 -0.0591 -0.0285
-0.1363 -0.0012 0.0247 0.0151 1.1882 -0.0626 -0.0381
0.0042 0.3649 -0.0271 0.2731 -0.0036 0.3467 0.0404
-0.0163 0.4712 -0.0065 0.1575 -0.0036 0.3937 0.0007
0.0063 0.4853 0.0660 0.1197 -0.0408 0.4030 -0.0428
-0.0289 0.4987 0.0206 0.1193 0.0004 0.4053 -0.0194
0.0441 0.2679 0.1342 0.3849 -0.1173 0.3329 -0.0453
0.0498 0.1416 0.0602 -0.0893 0.0847 0.0348 0.7193
0.0711 0.0222 0.0330 -0.0242 -0.0063 -0.0437 0.9523
0.1015 -0.0048 0.0051 -0.0025 -0.0458 -0.0601 1.0120
0.0013 -0.0123 -0.0129 0.0039 0.0191 -0.0735 1.0794
-0.0428 -0.0292 -0.0140 0.0178 0.0386 -0.0857 1.1203
res =
2.2380
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.8662 0.1278 -0.0153 0.0480 0.0393 -0.1094 0.0532
0.9575 0.0844 -0.0096 0.0307 -0.0320 -0.0621 0.0309
0.9870 0.0647 -0.0072 0.0154 -0.0684 -0.0212 0.0217
1.0000 0.0476 -0.0085 0.0029 -0.0972 0.0164 0.0222
1.0070 0.0232 -0.0147 -0.0119 -0.1345 0.0670 0.0325
0.0326 0.3921 0.0174 0.0399 0.3606 0.1084 0.0779
0.1002 0.4367 0.0314 -0.0287 0.3430 0.1747 -0.0271
0.1448 0.4573 0.0463 -0.0768 0.3253 0.2195 -0.0868
0.3084 0.4344 0.0579 -0.1069 0.2745 0.1862 -0.1261
0.2870 0.4464 0.0650 -0.1321 0.2698 0.2364 -0.1461
0.0637 0.0011 1.0050 -0.0893 -0.0181 0.0906 -0.0571
-0.1668 -0.0301 1.0502 0.0164 -0.0006 0.1424 -0.0203
0.0477 -0.0655 1.0461 0.0531 -0.0084 -0.0737 0.0003
-0.2058 -0.0171 1.0517 0.0304 0.0242 0.1240 -0.0137
-0.3471 0.0213 1.0586 -0.0133 0.0435 0.2539 -0.0267
-0.0214 -0.0364 -0.0020 0.9291 0.0981 0.0104 0.0250
-0.0292 0.0081 0.0378 0.9635 0.1231 -0.0108 -0.0814
0.0076 -0.0049 -0.0049 1.0132 0.1106 -0.0200 -0.0910
0.0840 -0.1059 -0.0686 1.0472 0.0106 0.0538 -0.0265
0.1921 -0.2588 -0.1340 1.0610 -0.1497 0.1903 0.0673
-0.0009 0.3679 0.0253 0.0631 0.3800 0.0399 0.1545
-0.0307 0.3569 0.0451 0.0626 0.3938 0.0031 0.1994
0.1340 0.3827 0.0122 0.0322 0.3739 -0.0203 0.1198
0.0901 0.3750 0.0174 0.0406 0.3911 -0.0453 0.1657
0.1211 0.3693 0.0135 0.0389 0.3868 -0.0658 0.1713
-0.1403 0.3248 -0.0027 0.1544 0.2018 0.5542 -0.0920
-0.1231 0.3651 0.0285 -0.1229 0.1394 0.8165 -0.1187
-0.0426 0.2119 -0.0065 -0.1088 -0.0287 0.9793 -0.0489
0.0821 0.0366 -0.0466 -0.1041 -0.2217 1.1346 0.0373
0.1530 -0.0193 -0.0596 -0.1626 -0.3073 1.2081 0.0719
0.0789 0.0923 0.0131 -0.0135 0.2775 -0.1346 0.6885
-0.0008 -0.0340 0.0570 -0.1132 0.1826 0.0019 0.8841
-0.0023 -0.0975 -0.0149 -0.0572 0.1533 0.0064 0.9815
0.0093 -0.1409 -0.0693 -0.0129 0.1295 0.0094 1.0383
0.0276 -0.1770 -0.1263 0.0375 0.1110 0.0030 1.0830
res =
2.2421
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.8613 0.1309 -0.0010 -0.1125 0.1918 -0.0036 -0.1375
0.9320 0.0986 0.0533 -0.0676 0.0133 -0.0632 -0.0072
0.9697 0.1023 0.0483 -0.0339 -0.0618 -0.0908 0.0359
1.0139 0.1113 0.0175 -0.0207 -0.0899 -0.1045 0.0420
1.0255 0.1144 -0.0023 -0.0191 -0.0952 -0.1098 0.0558
0.1237 0.6609 -0.0617 0.1732 -0.0051 0.0078 0.1111
0.0173 0.9243 0.0482 0.0123 0.0004 0.0366 -0.0311
-0.0103 1.0145 0.0342 -0.0294 0.0145 0.0454 -0.0653
-0.0309 1.0654 -0.0701 -0.0441 0.0249 0.0367 0.0205
-0.0412 1.0865 -0.1329 -0.0146 -0.0069 0.0026 0.1169
0.0246 -0.0955 0.7765 0.0546 0.0946 0.0681 0.1271
0.0111 -0.1081 0.8654 -0.0188 0.0490 0.0520 0.2142
0.0455 -0.1201 1.0813 0.0376 -0.0319 0.1018 -0.0458
0.0209 -0.1162 0.9495 -0.0380 0.0294 0.0873 0.1314
0.0131 -0.1152 0.8980 -0.0694 0.0615 0.0913 0.1808
-0.0137 0.1440 0.1503 0.6106 0.1017 0.0640 -0.0373
-0.0697 0.0903 0.0639 0.8327 0.0530 0.0321 0.0321
-0.0833 0.0992 -0.0302 1.0838 -0.0692 0.0142 0.0363
-0.0325 0.0819 -0.0787 1.1705 -0.0866 -0.0058 -0.0007
-0.0001 0.0613 -0.0591 1.1431 -0.0025 -0.0231 -0.0859
0.1455 0.0187 -0.0256 0.1745 0.7535 -0.0690 -0.0751
0.0100 -0.0751 0.0656 0.0271 0.9573 -0.0521 -0.0209
-0.0124 -0.0852 -0.0110 0.0042 1.1139 -0.0580 -0.0625
-0.0285 -0.0917 0.0216 -0.0135 1.0895 -0.0527 -0.0290
-0.0323 -0.0931 0.0292 -0.0172 1.0846 -0.0516 -0.0224
-0.0526 0.0173 0.1521 0.0694 -0.0680 0.7765 0.1049
-0.0160 -0.0149 -0.0169 -0.0292 -0.0005 1.0231 0.0152
0.0005 -0.0203 -0.0240 -0.0265 -0.0087 1.0680 -0.0336
0.0068 -0.0223 -0.0368 -0.0284 -0.0048 1.0697 -0.0302
-0.0131 -0.0153 -0.0457 -0.0331 -0.0095 1.0922 -0.0212
0.0059 0.0385 -0.0240 0.0403 0.0436 0.0613 0.8856
-0.0256 -0.0074 0.0406 -0.0676 0.0874 0.0362 0.9913
0.0069 0.0105 0.0126 -0.0569 0.0204 0.0264 1.0397
0.0352 0.0160 -0.0072 -0.0438 -0.0205 0.0219 1.0584
0.0792 0.0281 -0.0508 -0.0108 -0.0782 0.0175 1.0757
res =
0.7665
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.8330 0.1186 0.0866 -0.0004 0.0375 -0.0024 0.0627
1.0380 -0.0604 0.0492 0.0201 -0.0611 -0.0042 0.0207
1.0487 -0.0460 0.0003 0.0250 -0.0444 -0.0109 -0.0076
1.0338 0.0008 -0.0512 0.0176 -0.0345 0.0004 -0.0038
1.0059 0.0524 -0.1344 -0.0442 0.0691 -0.0425 -0.0369
0.1064 0.5852 0.0786 0.1928 0.0035 -0.0140 0.1119
0.1241 0.8077 0.0394 0.0935 -0.0284 0.0041 0.0388
0.1195 0.9490 0.0031 0.0188 -0.0173 0.0062 -0.0228
0.0641 1.0789 -0.0994 -0.0199 0.0442 -0.0253 -0.1207
-0.0710 1.0659 -0.1663 -0.1342 0.1350 -0.1606 -0.1988
-0.0691 0.0210 0.6529 -0.1489 0.2482 0.0355 0.2239
-0.0135 -0.0540 0.9183 -0.1177 0.0834 0.1014 0.0710
0.0557 0.0008 1.0809 0.0393 -0.1127 0.0285 -0.0666
0.0271 -0.0686 1.1025 -0.0006 -0.0557 0.0650 -0.0591
-0.1097 -0.0488 1.0256 -0.1062 0.2534 -0.0592 -0.0371
0.0154 0.2098 0.0187 0.4830 0.2451 -0.0280 0.0753
0.0277 0.1030 -0.0573 0.7166 0.1401 0.0328 0.0572
0.0806 -0.0050 -0.1331 1.0253 -0.0465 0.0708 0.0442
0.0523 -0.0773 -0.1184 1.2037 -0.1244 0.0810 -0.0157
-0.0726 0.0135 -0.0950 1.2496 0.0187 -0.0172 -0.1675
-0.0621 0.1561 0.1005 0.2581 0.6580 -0.0983 -0.0174
-0.0393 -0.0093 0.0772 0.1094 0.8691 0.0464 -0.0629
0.0371 -0.0803 0.0085 0.0091 1.0498 0.0249 -0.0466
0.0967 -0.1283 0.0059 -0.0728 1.1266 0.0021 -0.0443
0.1240 -0.1322 -0.0013 -0.1146 1.2008 -0.0542 -0.0577
0.0555 -0.0740 0.0179 0.1010 -0.1516 0.9668 0.0974
-0.0064 0.0243 -0.0066 0.0172 -0.0436 1.0367 -0.0086
-0.0352 0.0507 -0.0055 -0.0087 0.0181 1.0245 -0.0370
-0.0462 0.0528 -0.0020 -0.0392 0.0481 1.0173 -0.0277
-0.0506 0.0550 -0.0003 -0.0455 0.0578 1.0135 -0.0296
0.0326 0.0756 0.1535 0.0269 -0.0837 0.1048 0.7061
0.0097 0.0923 0.0943 -0.1287 -0.0490 0.0915 0.9130
-0.0556 0.0921 -0.0036 -0.0794 0.0324 0.0259 0.9765
-0.0737 -0.0397 -0.0056 0.0246 0.0180 -0.0021 1.0304
-0.0776 -0.1399 0.0060 0.1118 -0.0107 -0.0159 1.0533
res =
1.0879
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
0.9637 0.0376 0.1231 0.0431 0.0047 -0.1114 -0.0447
1.0485 0.0260 -0.0367 -0.0336 -0.0004 0.0198 -0.0229
1.0493 -0.0209 -0.0457 -0.0232 -0.0003 0.0297 0.0082
1.0427 -0.0557 -0.0149 0.0013 0.0005 0.0032 0.0181
1.0414 -0.0662 0.0107 0.0076 0.0012 0.0134 -0.0222
-0.0371 0.6034 -0.1445 0.0786 0.1330 0.1074 0.1833
-0.0310 0.8495 -0.1359 0.0614 0.1195 0.0719 0.0189
0.0021 1.0123 -0.0663 0.0143 0.0505 0.0224 -0.0285
0.0165 1.0976 -0.0581 0.0126 0.0077 -0.0468 0.0099
0.0424 1.1866 0.0814 -0.0590 -0.0636 -0.1235 0.0042
-0.0269 0.0102 0.8255 0.0285 0.0964 0.0468 0.0206
-0.0987 -0.0854 1.0801 0.1798 0.1344 -0.1313 -0.0352
-0.0001 -0.0348 1.0355 -0.0258 0.0174 0.0913 -0.0462
-0.0215 -0.0450 1.0453 -0.0306 0.0137 0.0291 0.0213
-0.0203 -0.0620 1.0832 -0.0728 0.0143 -0.1619 0.1443
0.0115 0.1190 0.0278 0.7266 0.0381 0.2021 -0.1118
-0.0544 0.0823 -0.1046 0.9382 -0.0119 0.1139 0.0614
0.0012 -0.0053 -0.0162 1.0603 -0.0217 -0.0270 0.0231
0.0872 -0.0442 0.0572 1.0426 -0.0305 -0.0691 -0.0320
0.1710 -0.0630 0.1408 1.0210 -0.0399 -0.1072 -0.1068
-0.0816 -0.0090 0.0420 0.0601 0.8380 -0.0611 -0.1394
-0.0748 -0.0228 -0.0121 0.0349 1.0271 -0.0161 -0.0608
0.0855 0.0342 0.0607 0.0460 1.0439 -0.0330 -0.0262
0.0873 0.0045 0.0698 0.0464 1.0560 -0.0320 0.0096
0.1140 -0.0158 0.1198 0.0536 1.0551 -0.0655 -0.0040
-0.0096 0.1752 0.0596 0.1087 -0.0565 0.6695 0.0903
-0.0209 0.0171 -0.0317 0.0363 -0.0421 0.9668 0.0828
-0.0235 -0.0362 0.0018 0.0260 -0.0338 1.0583 0.0015
-0.0292 -0.0643 -0.0109 0.0402 -0.0264 1.0763 0.0010
-0.0319 -0.0810 -0.0116 0.0506 -0.0227 1.0901 -0.0122
0.0542 0.1520 0.0071 -0.1233 -0.0113 0.0586 0.9136
0.0087 0.0676 0.0378 -0.0699 0.0107 -0.0496 1.0358
0.0082 -0.0151 0.0283 0.0158 0.0304 -0.0882 1.0483
-0.0005 -0.0240 0.0124 0.0245 0.0293 -0.0257 1.0054
0.0042 -0.0110 0.0257 0.0051 0.0198 0.0424 0.9317
res =
0.7402
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 155
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 166
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 168
ans =
1.0607 0.0111 0.0103 -0.0219 0.0700 -0.0957 -0.0813
1.0178 -0.0044 -0.0021 0.0132 -0.0127 0.0096 -0.0203
1.0084 -0.0091 -0.0032 0.0195 -0.0224 0.0244 -0.0103
1.0166 -0.0137 -0.0006 0.0284 -0.0227 0.0137 -0.0191
1.0219 -0.0008 -0.0088 0.0014 -0.0110 0.0207 -0.0191
0.0413 0.8024 -0.0564 -0.0192 0.1658 -0.1021 0.0581
-0.0253 1.0638 0.0135 -0.0730 -0.0175 -0.0558 0.0608
-0.0007 1.0867 0.0207 -0.0756 -0.0261 -0.0117 0.0096
0.0226 1.1636 0.0113 -0.1680 -0.0231 0.0025 -0.0082
0.0423 0.9977 0.0078 0.0172 -0.0155 0.0476 -0.0568
0.0382 -0.0178 0.9017 0.1093 0.0761 -0.1039 0.0001
0.0246 -0.0485 1.0809 0.1413 0.0276 -0.1632 -0.0778
-0.0232 -0.0563 1.0810 -0.0083 0.0175 0.0242 -0.0250
-0.0424 0.0141 1.0388 0.0073 -0.0406 0.0261 -0.0448
0.0128 0.1704 0.9000 0.0014 -0.1482 0.0187 -0.0791
0.0518 0.0490 0.0559 0.7908 0.0045 0.1190 -0.0795
0.0453 -0.0085 0.0520 0.9955 0.0024 -0.0193 -0.0907
0.0145 -0.0141 0.0135 1.0650 0.0174 -0.0626 -0.0521
-0.0622 0.0082 -0.0339 1.0368 0.0368 -0.0042 0.0341
-0.1517 0.0309 -0.0654 0.9730 0.0579 0.0838 0.1272
-0.0586 0.0658 0.0331 0.0550 0.8848 -0.0440 0.0392
0.0130 -0.0001 -0.0033 -0.0323 1.0840 -0.0252 -0.0385
0.0244 0.0057 -0.0387 -0.0433 1.1005 -0.0003 -0.0407
0.0093 0.0165 -0.0391 -0.0285 1.0565 0.0259 -0.0193
-0.0492 0.0406 -0.0326 0.0311 0.9284 0.0857 0.0471
0.0812 -0.0341 -0.0390 -0.0551 0.0540 1.1635 -0.0002
0.0759 -0.1010 0.0428 -0.0015 -0.0217 0.9971 0.0587
0.0107 -0.0223 0.0135 0.0209 -0.0214 0.9456 0.0237
-0.0396 0.0413 -0.0211 0.0071 -0.0120 0.9622 0.0035
-0.0639 0.0700 -0.0386 -0.0038 -0.0078 0.9792 -0.0027
-0.0185 -0.0507 0.1550 -0.0850 0.1007 -0.0174 0.9294
0.0436 -0.0817 0.0613 -0.0187 0.0206 -0.0310 1.0249
0.0468 -0.0524 0.0015 0.0029 -0.0246 0.0013 1.0459
0.0187 0.0444 -0.0634 0.0063 -0.0618 0.0219 1.0423
-0.0076 0.1176 -0.0977 -0.0006 -0.0856 0.0334 1.0396
res =
0.5447
>> qitishibiechengxu
resSet =
[]
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 156
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 167
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 169
ans =
1.0091 -0.0129 0.0361 -0.0023 0.0000 0.0003 -0.0304
1.0191 -0.0094 0.0035 0.0001 0.0085 -0.0022 -0.0196
1.0200 -0.0047 -0.0195 0.0001 0.0163 -0.0024 -0.0098
1.0202 -0.0052 -0.0161 -0.0016 0.0150 -0.0009 -0.0114
1.0203 -0.0065 -0.0080 -0.0035 0.0120 0.0007 -0.0150
-0.0040 0.3085 0.1190 -0.1174 0.2825 0.1034 0.3080
-0.0028 0.3167 0.1002 -0.1208 0.2950 0.0889 0.3227
-0.0036 0.3179 0.0792 -0.1028 0.3040 0.0720 0.3333
-0.0033 0.3185 0.0799 -0.1060 0.3036 0.0744 0.3329
-0.0022 0.3163 0.1072 -0.1246 0.2929 0.0902 0.3202
-0.0054 0.0966 0.9967 0.0059 -0.0130 -0.0113 -0.0694
-0.0116 0.0976 1.0030 0.0050 -0.0129 -0.0116 -0.0694
-0.0105 0.0972 1.0031 0.0049 -0.0133 -0.0116 -0.0699
-0.0106 0.0972 1.0032 0.0049 -0.0133 -0.0116 -0.0699
-0.0108 0.0973 1.0032 0.0049 -0.0133 -0.0116 -0.0698
0.0069 -0.0869 0.0333 0.9408 0.0574 0.0106 0.0380
-0.0036 -0.1081 0.0279 1.0095 0.0479 -0.0001 0.0264
0.0048 -0.1191 -0.0177 1.0542 0.0491 -0.0002 0.0289
0.0120 -0.1135 -0.0111 1.0317 0.0509 -0.0008 0.0308
0.0034 -0.1012 0.0216 0.9915 0.0534 -0.0019 0.0331
0.0827 0.2661 -0.0706 0.0945 0.3149 -0.0330 0.3454
0.0263 0.2996 -0.0357 0.0445 0.3391 -0.0467 0.3729
0.0286 0.3018 -0.0413 0.0407 0.3417 -0.0475 0.3760
0.0076 0.3024 -0.0080 0.0379 0.3375 -0.0475 0.3702
0.0028 0.2951 0.0347 0.0364 0.3240 -0.0462 0.3532
0.0085 0.0840 0.0972 -0.1009 -0.0857 1.0858 -0.0890
0.0055 0.0886 0.0570 -0.0830 -0.0715 1.0749 -0.0716
-0.0033 0.0894 -0.0662 0.0463 -0.0198 0.9653 -0.0117
-0.0051 0.0894 -0.0829 0.0653 -0.0125 0.9492 -0.0034
0.0050 0.0888 0.0829 -0.1091 -0.0817 1.0976 -0.0835
-0.0132 0.3212 -0.0642 0.0310 0.3612 -0.0362 0.4003
-0.0121 0.3229 -0.0704 0.0335 0.3653 -0.0443 0.4050
-0.0120 0.3230 -0.0708 0.0336 0.3656 -0.0446 0.4052
-0.0120 0.3230 -0.0707 0.0335 0.3655 -0.0446 0.4052
-0.0120 0.3230 -0.0705 0.0333 0.3655 -0.0444 0.4052
res =
2.2363
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 156
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 167
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 169
ans =
0.6927 -0.1853 0.2889 -0.1852 0.0274 0.2550 0.1066
0.6670 -0.1745 0.3143 -0.1511 0.0192 0.2191 0.1061
0.6698 -0.1744 0.3146 -0.1565 0.0201 0.2173 0.1091
0.6754 -0.1760 0.3111 -0.1647 0.0218 0.2215 0.1109
0.6871 -0.1802 0.3025 -0.1809 0.0253 0.2332 0.1130
-0.1600 0.5620 -0.0300 0.0896 0.0026 0.0985 0.4373
-0.2034 0.5813 -0.0505 0.1507 -0.0305 0.1390 0.4136
-0.2006 0.5928 -0.0385 0.1312 -0.0319 0.1102 0.4368
-0.2022 0.6087 -0.0205 0.1188 -0.0420 0.0755 0.4618
-0.1855 0.6099 -0.0135 0.0818 -0.0280 0.0509 0.4844
0.3575 -0.1099 0.4717 0.1703 0.1918 -0.1274 0.0459
0.5739 -0.3214 0.3451 -0.0191 0.4043 0.0826 -0.0652
0.3042 -0.0122 0.6356 0.3012 -0.0792 -0.2609 0.1112
0.3103 -0.0124 0.6352 0.2937 -0.0827 -0.2589 0.1148
0.3240 -0.0288 0.6054 0.2921 -0.0828 -0.2022 0.0923
-0.1800 0.1350 0.2930 0.7846 0.0066 0.1035 -0.1427
-0.1924 0.1521 0.2920 0.7734 0.0165 0.0824 -0.1239
-0.1551 0.1024 0.2843 0.8189 -0.0385 0.1770 -0.1890
-0.1480 0.1099 0.2843 0.8005 -0.0453 0.1722 -0.1736
-0.1537 0.0927 0.2840 0.8044 0.0039 0.1577 -0.1891
0.0428 -0.0274 -0.0649 -0.0104 1.0162 0.0258 0.0183
0.0108 -0.0178 -0.0354 0.0305 1.0170 -0.0205 0.0154
0.0142 -0.0227 -0.0293 0.0330 1.0166 -0.0245 0.0125
0.0253 -0.0334 -0.0252 0.0304 1.0176 -0.0221 0.0070
0.0357 -0.0409 -0.0263 0.0235 1.0188 -0.0158 0.0045
0.2077 0.0938 -0.2535 0.1629 -0.0157 0.8490 -0.0443
0.2260 0.0896 -0.2483 0.1371 -0.0115 0.8396 -0.0325
0.2272 0.0895 -0.2478 0.1352 -0.0112 0.8385 -0.0314
0.2293 0.0902 -0.2459 0.1306 -0.0106 0.8342 -0.0279
0.2305 0.0912 -0.2442 0.1271 -0.0101 0.8304 -0.0247
0.1351 0.4292 0.0957 -0.1953 0.0215 -0.0108 0.5245
0.0348 0.4955 0.1065 -0.1342 0.0322 -0.0833 0.5485
0.1522 0.4166 0.1000 -0.2068 0.0256 -0.0099 0.5222
0.1872 0.3876 0.1033 -0.2228 0.0285 0.0073 0.5090
0.2102 0.3644 0.1127 -0.2268 0.0310 0.0123 0.4962
res =
2.2600
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 156
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 167
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 169
ans =
0.9930 0.0164 0.0268 -0.0170 -0.0406 0.0270 -0.0055
1.0131 -0.0031 0.0081 -0.0229 -0.0001 0.0084 -0.0034
1.0159 -0.0057 0.0011 -0.0077 -0.0066 0.0056 -0.0026
1.0162 -0.0054 -0.0009 -0.0002 -0.0130 0.0052 -0.0020
1.0168 -0.0060 -0.0025 0.0033 -0.0145 0.0047 -0.0018
0.0455 1.0533 -0.0212 -0.0241 -0.0133 -0.0442 0.0040
0.0083 1.0690 -0.0187 -0.0099 -0.0364 -0.0076 -0.0047
-0.0123 1.0419 -0.0107 0.0045 -0.0301 0.0126 -0.0059
-0.0240 1.0471 -0.0025 0.0246 -0.0667 0.0239 -0.0023
-0.0464 1.0313 0.0203 0.0277 -0.0774 0.0457 -0.0012
-0.0735 0.0126 1.0204 -0.0580 0.0446 0.0596 -0.0058
0.0155 0.0847 1.0131 -0.0718 0.0019 -0.0320 -0.0114
0.0140 0.0093 1.0185 0.0283 -0.0365 -0.0203 -0.0132
0.0327 0.0278 1.0143 -0.0313 0.0103 -0.0372 -0.0166
0.0231 -0.0167 1.0192 -0.0254 0.0410 -0.0192 -0.0220
0.0360 0.0082 -0.0032 0.9929 0.0051 -0.0311 -0.0079
-0.0216 0.0448 -0.0140 1.0043 -0.0263 0.0155 -0.0027
-0.0152 -0.0506 -0.0101 1.0502 0.0210 0.0077 -0.0030
-0.0274 -0.0239 -0.0103 1.0182 0.0101 0.0196 0.0137
-0.0332 -0.0148 -0.0104 0.9985 0.0066 0.0253 0.0280
0.0214 -0.1549 0.0045 0.0629 1.0565 -0.0215 0.0310
-0.0059 -0.0317 -0.0073 -0.0224 1.0292 0.0064 0.0317
-0.0056 -0.0175 -0.0094 0.0422 0.9705 0.0057 0.0139
-0.0024 0.0102 -0.0105 0.0282 0.9911 0.0030 -0.0197
0.0010 0.0091 -0.0107 0.0510 0.9828 -0.0004 -0.0328
-0.0015 -0.0057 0.0056 -0.0186 -0.0008 1.0146 0.0065
0.0036 -0.0115 -0.0107 -0.0143 0.0172 1.0121 0.0035
0.0028 -0.0086 -0.0130 0.0020 -0.0014 1.0129 0.0053
0.0026 -0.0079 -0.0135 0.0059 -0.0060 1.0131 0.0058
0.0023 -0.0073 -0.0136 0.0084 -0.0092 1.0133 0.0061
0.0081 0.0193 -0.0115 0.0067 -0.0264 -0.0060 1.0098
0.0027 -0.0023 -0.0191 0.0103 -0.0008 -0.0077 1.0169
-0.0006 -0.0044 -0.0077 0.0055 -0.0057 -0.0045 1.0173
-0.0043 -0.0032 0.0054 0.0010 -0.0164 -0.0014 1.0188
-0.0002 0.0146 0.0084 0.0054 -0.0442 -0.0057 1.0218
res =
0.2701
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 156
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 167
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 169
ans =
1.0247 -0.0306 -0.0415 -0.0075 0.0462 0.0135 -0.0049
1.0219 0.0080 -0.0256 0.0029 -0.0193 0.0027 0.0090
0.9934 -0.0194 0.0300 0.0019 -0.0130 0.0036 0.0033
1.0172 0.0044 -0.0077 -0.0010 -0.0278 0.0038 0.0110
1.0238 0.0061 -0.0156 -0.0031 -0.0294 0.0048 0.0133
0.0529 0.9443 0.0088 0.0012 0.1889 -0.0770 -0.1194
-0.0352 1.0508 0.0081 0.0037 0.1013 -0.0396 -0.0891
-0.0501 1.0605 -0.0048 0.0020 0.0376 -0.0026 -0.0424
-0.0480 1.0576 -0.0359 -0.0003 -0.1070 0.1057 0.0286
-0.0393 0.9323 -0.0467 -0.0043 -0.1609 0.2286 0.0916
0.0123 0.0358 0.8755 0.0043 -0.0516 -0.0311 0.1550
0.0019 -0.2025 0.9172 0.0021 0.0202 -0.0123 0.2734
0.0212 -0.0550 1.0434 -0.0056 0.0460 0.0174 -0.0670
-0.0389 0.0226 1.0260 -0.0059 -0.0092 0.0033 0.0022
-0.0609 0.0832 0.9961 -0.0078 -0.0375 0.0229 0.0040
0.0094 0.0201 -0.0321 0.9910 0.0067 0.0068 -0.0178
0.0282 0.0577 -0.0465 1.0120 -0.0264 -0.0418 0.0027
-0.0194 -0.0146 0.0380 1.0191 0.0040 -0.0290 -0.0028
-0.0009 -0.0224 0.0039 1.0237 -0.0042 0.0015 0.0216
0.0257 -0.0369 -0.0449 1.0294 -0.0114 0.0466 0.0524
0.0034 -0.0081 0.0022 0.0009 0.9831 0.0043 0.0141
-0.0347 0.0327 -0.0001 0.0027 0.9858 -0.0022 0.0158
-0.0316 0.0254 0.0014 0.0028 1.0000 -0.0011 0.0036
-0.0217 0.0035 0.0041 0.0025 1.0150 0.0018 -0.0046
-0.0179 -0.0041 0.0055 0.0025 1.0222 0.0030 -0.0101
0.0012 0.0058 0.0033 -0.0217 -0.0049 1.0035 0.0137
0.0087 -0.0021 0.0037 -0.0280 0.0007 1.0116 0.0060
0.0029 0.0079 -0.0119 0.0020 -0.0007 1.0044 -0.0045
0.0101 -0.0063 -0.0078 -0.0023 0.0065 1.0067 -0.0069
0.0037 0.0028 -0.0138 0.0082 0.0019 1.0022 -0.0054
0.0464 -0.0505 -0.0256 -0.0028 0.0247 0.0053 1.0015
0.0357 0.0408 -0.0845 -0.0031 0.1813 -0.0018 0.8309
-0.0137 0.0114 -0.0197 0.0003 -0.0106 -0.0021 1.0344
-0.0307 0.0217 -0.0131 0.0013 -0.0490 -0.0012 1.0720
-0.0302 0.0336 -0.0240 0.0011 -0.0762 0.0012 1.0967
res =
0.5501
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 156
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 167
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 169
ans =
1.1219 -0.0405 -0.0539 -0.0600 -0.0094 0.0157 0.0261
1.0677 -0.0169 -0.0198 -0.0418 -0.0042 0.0063 0.0088
0.9831 0.0059 -0.0012 0.0121 -0.0157 0.0137 0.0021
0.9294 0.0373 0.0199 0.0305 -0.0345 0.0206 -0.0033
1.0341 0.0219 0.0003 -0.0385 -0.0203 -0.0069 0.0094
-0.0151 1.0458 -0.1805 0.0016 0.0718 0.0078 0.0686
0.0166 1.0141 0.0466 0.0042 -0.0445 -0.0219 -0.0151
0.0063 1.0061 0.0940 0.0143 -0.0746 -0.0143 -0.0319
-0.0052 1.0314 0.0075 -0.0073 -0.0407 0.0196 -0.0053
-0.0016 1.0245 -0.1807 0.0010 0.0641 0.0392 0.0535
-0.0320 0.0168 0.9711 0.0061 0.0557 -0.0421 0.0244
-0.0669 0.0927 0.9766 -0.0433 0.0498 -0.0498 0.0408
0.0314 0.0125 1.0319 -0.0460 -0.0215 0.0145 -0.0228
-0.0384 0.0587 0.9861 -0.0224 0.0053 0.0176 -0.0069
-0.0716 0.0046 0.9204 0.0896 -0.0247 0.0531 0.0285
0.0493 -0.0112 -0.0612 1.0171 -0.0451 0.0034 0.0476
-0.0021 -0.0047 -0.0053 1.0211 -0.0082 -0.0050 0.0043
-0.0252 -0.0147 0.0013 1.0317 0.0036 0.0104 -0.0071
0.0003 -0.0114 0.0188 1.0022 0.0305 -0.0182 -0.0221
0.0317 -0.0130 0.0153 0.9798 0.0594 -0.0477 -0.0256
-0.0124 -0.2354 0.0716 0.2796 1.0599 -0.0892 -0.0741
-0.0096 -0.1264 0.0263 0.1361 1.0159 -0.0437 0.0014
0.0250 -0.0667 0.0085 0.0487 0.9587 -0.0144 0.0401
-0.0088 0.0249 -0.0137 -0.0145 0.9860 0.0016 0.0244
-0.0387 -0.1991 0.1789 0.2675 0.9131 -0.1627 0.0411
0.0620 -0.0593 -0.0876 -0.0251 0.0195 1.0435 0.0470
-0.1027 0.0175 -0.0104 0.0215 -0.0370 1.0924 0.0188
-0.0369 -0.0106 0.0247 0.0247 -0.0181 1.0298 -0.0137
0.0685 -0.0116 0.0291 -0.0298 0.0048 0.9733 -0.0343
-0.0293 0.0365 -0.1072 0.0454 -0.0103 0.9901 0.0749
0.0301 -0.0136 -0.0462 -0.0037 -0.0194 0.0058 1.0470
-0.0032 0.0005 -0.0010 -0.0115 -0.0053 0.0043 1.0162
-0.0183 0.0008 0.0150 0.0018 -0.0007 -0.0022 1.0037
-0.0118 -0.0045 0.0071 -0.0009 0.0027 -0.0008 1.0080
-0.0097 -0.0081 0.0040 0.0003 0.0052 -0.0010 1.0093
res =
0.6285
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 156
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 167
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 169
ans =
1.0385 0.0294 -0.0187 -0.1061 0.0313 -0.0326 0.0586
0.9080 0.1336 -0.0440 -0.0325 0.0531 -0.0237 0.0058
0.9732 0.0252 -0.0083 0.0336 0.0195 -0.0059 -0.0369
1.0797 -0.0899 0.0275 0.0502 -0.0082 0.0024 -0.0615
1.2360 -0.2288 0.0849 0.0353 -0.0507 0.0101 -0.0864
-0.0320 1.0360 0.0545 -0.0196 0.0061 -0.0456 0.0004
0.0117 1.0155 0.0103 -0.0025 -0.0011 0.0035 -0.0373
0.0176 1.0157 -0.0239 -0.0011 0.0035 0.0062 -0.0178
0.0193 1.0167 -0.0367 0.0056 -0.0008 -0.0056 0.0019
0.0092 1.0193 -0.0150 0.0359 -0.0418 -0.0278 0.0208
0.0212 -0.0643 1.1038 0.0192 -0.0292 0.0047 -0.0596
-0.0082 -0.0399 1.1259 0.0356 -0.0975 0.0446 -0.0593
-0.0115 0.0249 0.9818 -0.0232 0.0371 0.0007 -0.0088
-0.0154 0.0359 0.9919 -0.0193 -0.0137 0.0255 0.0008
0.0123 0.0299 0.9690 -0.0384 -0.0251 0.0568 0.0055
-0.0038 -0.0460 -0.0339 0.9456 0.0516 0.0527 0.0330
0.0069 -0.0158 -0.0088 1.0236 -0.0300 0.0196 0.0047
0.0510 0.0084 0.0134 1.0182 -0.1085 0.0442 -0.0259
0.0527 0.0311 0.0202 0.9992 -0.1093 0.0412 -0.0343
0.0133 0.0904 0.0245 0.9545 -0.0389 -0.0063 -0.0369
-0.0720 0.0024 0.0024 0.1415 1.0244 -0.1110 0.0055
-0.0270 -0.0024 -0.0118 0.0133 1.0352 -0.0120 0.0049
-0.0069 -0.0184 -0.0284 0.0240 1.0254 -0.0063 0.0132
-0.0077 -0.0232 -0.0332 0.0433 1.0143 -0.0098 0.0200
0.0684 -0.0384 0.0059 -0.0617 0.9966 0.0536 -0.0194
-0.0898 0.0510 0.0435 0.0058 -0.0458 1.0224 0.0130
0.0129 -0.0141 0.0499 0.0102 -0.0480 1.0077 -0.0188
0.0159 -0.0075 0.0086 -0.0029 -0.0047 1.0099 -0.0192
0.0317 -0.0148 -0.0047 -0.0043 0.0091 1.0048 -0.0217
0.0930 -0.0557 0.0076 0.0061 -0.0004 0.9872 -0.0380
0.0159 -0.0256 0.0323 0.0012 0.0177 -0.0336 0.9919
0.0316 -0.0116 -0.0116 -0.0490 0.0643 -0.0313 1.0073
-0.0034 -0.0068 -0.0111 -0.0103 0.0005 0.0116 1.0197
0.0103 -0.0012 -0.0271 -0.0325 0.0288 0.0012 1.0206
-0.0002 -0.0039 -0.0152 -0.0170 0.0052 0.0114 1.0198
res =
0.4894
Warning: NEWFF used in an obsolete way.
> In obs_use at 18
In newff>create_network at 127
In newff at 102
In qitishibiechengxu at 156
See help for NEWFF to update calls to the new argument list.
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 167
Warning: 'mu_max' is not a legal parameter.
> In param>do_test at 63
In param at 6
In network.subsasgn>setTrainParam at 2024
In network.subsasgn>network_subsasgn at 466
In network.subsasgn at 13
In qitishibiechengxu at 169
ans =
0.9716 -0.1083 0.0567 0.0925 -0.0428 -0.0072 0.0424
0.9955 -0.0416 0.0257 0.0303 -0.0214 -0.0027 0.0198
1.0128 0.0006 0.0015 -0.0089 -0.0021 0.0011 -0.0003
0.9981 -0.0324 0.0202 0.0311 -0.0230 0.0007 0.0153
1.0336 0.0486 -0.0312 -0.0511 0.0241 0.0156 -0.0357
0.0032 1.1282 -0.0270 -0.0440 -0.0340 -0.0342 0.0109
0.0165 0.9929 -0.0476 0.0595 0.0078 -0.0050 -0.0166
0.0109 0.9625 -0.0228 0.0529 0.0193 -0.0008 -0.0187
-0.0020 0.9690 0.0150 0.0285 0.0107 -0.0103 -0.0129
-0.0245 1.0117 0.0715 -0.0242 -0.0179 -0.0267 0.0008
-0.0047 0.0456 0.9947 -0.0374 0.0150 -0.0206 -0.0030
-0.0068 -0.0723 1.0237 0.0079 0.0341 0.0101 0.0053
-0.0003 -0.0163 1.0207 -0.0093 0.0139 0.0029 -0.0051
0.0049 -0.0190 1.0103 -0.0065 0.0226 0.0076 -0.0097
0.0117 0.0160 0.9985 -0.0077 0.0149 0.0038 -0.0213
0.0109 0.0054 -0.0081 1.0651 -0.0119 -0.0321 0.0176
0.0031 0.0105 -0.0388 1.0492 -0.0098 0.0027 0.0076
0.0012 -0.0190 -0.0108 1.0157 -0.0153 0.0063 0.0061
0.0025 -0.0232 0.0025 0.9817 -0.0056 -0.0043 0.0109
-0.0009 -0.0189 0.0103 0.9654 -0.0012 -0.0058 0.0083
-0.0046 0.0563 0.0360 0.0454 0.9255 -0.0613 -0.0082
0.0101 -0.0137 0.0172 0.0079 1.0071 -0.0210 -0.0099
-0.0044 0.0443 0.0165 0.0023 0.9852 -0.0502 -0.0002
0.0065 -0.0560 0.0078 0.0020 1.0395 0.0030 0.0012
0.0115 -0.1120 0.0131 0.0157 1.0540 0.0250 0.0016
-0.0390 -0.0101 -0.0305 0.0005 0.0181 1.0343 0.0371
0.0635 -0.0133 -0.0316 -0.0365 0.0215 0.9393 0.0529
0.0204 0.0003 0.0036 -0.0101 -0.0230 1.0095 -0.0115
0.0148 0.0112 0.0159 -0.0140 -0.0253 1.0014 -0.0137
0.0144 0.0187 0.0165 -0.0265 -0.0130 0.9805 0.0032
0.0127 -0.0111 -0.0099 0.0144 0.0214 -0.0349 1.0302
-0.0128 -0.0119 -0.0020 0.0244 -0.0099 -0.0209 1.0411
-0.0004 -0.0043 -0.0156 -0.0034 0.0034 0.0028 1.0165
0.0006 -0.0215 -0.0210 -0.0295 0.0260 0.0325 1.0037
0.0034 -0.0296 -0.0251 -0.0509 0.0428 0.0522 0.9919
res =
0.2969
>> cc=ans
cc =
0.9716 -0.1083 0.0567 0.0925 -0.0428 -0.0072 0.0424
0.9955 -0.0416 0.0257 0.0303 -0.0214 -0.0027 0.0198
1.0128 0.0006 0.0015 -0.0089 -0.0021 0.0011 -0.0003
0.9981 -0.0324 0.0202 0.0311 -0.0230 0.0007 0.0153
1.0336 0.0486 -0.0312 -0.0511 0.0241 0.0156 -0.0357
0.0032 1.1282 -0.0270 -0.0440 -0.0340 -0.0342 0.0109
0.0165 0.9929 -0.0476 0.0595 0.0078 -0.0050 -0.0166
0.0109 0.9625 -0.0228 0.0529 0.0193 -0.0008 -0.0187
-0.0020 0.9690 0.0150 0.0285 0.0107 -0.0103 -0.0129
-0.0245 1.0117 0.0715 -0.0242 -0.0179 -0.0267 0.0008
-0.0047 0.0456 0.9947 -0.0374 0.0150 -0.0206 -0.0030
-0.0068 -0.0723 1.0237 0.0079 0.0341 0.0101 0.0053
-0.0003 -0.0163 1.0207 -0.0093 0.0139 0.0029 -0.0051
0.0049 -0.0190 1.0103 -0.0065 0.0226 0.0076 -0.0097
0.0117 0.0160 0.9985 -0.0077 0.0149 0.0038 -0.0213
0.0109 0.0054 -0.0081 1.0651 -0.0119 -0.0321 0.0176
0.0031 0.0105 -0.0388 1.0492 -0.0098 0.0027 0.0076
0.0012 -0.0190 -0.0108 1.0157 -0.0153 0.0063 0.0061
0.0025 -0.0232 0.0025 0.9817 -0.0056 -0.0043 0.0109
-0.0009 -0.0189 0.0103 0.9654 -0.0012 -0.0058 0.0083
-0.0046 0.0563 0.0360 0.0454 0.9255 -0.0613 -0.0082
0.0101 -0.0137 0.0172 0.0079 1.0071 -0.0210 -0.0099
-0.0044 0.0443 0.0165 0.0023 0.9852 -0.0502 -0.0002
0.0065 -0.0560 0.0078 0.0020 1.0395 0.0030 0.0012
0.0115 -0.1120 0.0131 0.0157 1.0540 0.0250 0.0016
-0.0390 -0.0101 -0.0305 0.0005 0.0181 1.0343 0.0371
0.0635 -0.0133 -0.0316 -0.0365 0.0215 0.9393 0.0529
0.0204 0.0003 0.0036 -0.0101 -0.0230 1.0095 -0.0115
0.0148 0.0112 0.0159 -0.0140 -0.0253 1.0014 -0.0137
0.0144 0.0187 0.0165 -0.0265 -0.0130 0.9805 0.0032
0.0127 -0.0111 -0.0099 0.0144 0.0214 -0.0349 1.0302
-0.0128 -0.0119 -0.0020 0.0244 -0.0099 -0.0209 1.0411
-0.0004 -0.0043 -0.0156 -0.0034 0.0034 0.0028 1.0165
0.0006 -0.0215 -0.0210 -0.0295 0.0260 0.0325 1.0037
0.0034 -0.0296 -0.0251 -0.0509 0.0428 0.0522 0.9919
>> shai
Maximum recursion limit of 500 reached. Use set(0,'RecursionLimit',N)
to change the limit. Be aware that exceeding your available stack space can
crash MATLAB and/or your computer.
Error in shai
>> shai
Maximum recursion limit of 500 reached. Use set(0,'RecursionLimit',N)
to change the limit. Be aware that exceeding your available stack space can
crash MATLAB and/or your computer.
Error in shai
>> shai
>> cc=ans
cc =
0.9716 -0.1083 0.0567 0.0925 -0.0428 -0.0072 0.0424
0.9955 -0.0416 0.0257 0.0303 -0.0214 -0.0027 0.0198
1.0128 0.0006 0.0015 -0.0089 -0.0021 0.0011 -0.0003
0.9981 -0.0324 0.0202 0.0311 -0.0230 0.0007 0.0153
1.0336 0.0486 -0.0312 -0.0511 0.0241 0.0156 -0.0357
0.0032 1.1282 -0.0270 -0.0440 -0.0340 -0.0342 0.0109
0.0165 0.9929 -0.0476 0.0595 0.0078 -0.0050 -0.0166
0.0109 0.9625 -0.0228 0.0529 0.0193 -0.0008 -0.0187
-0.0020 0.9690 0.0150 0.0285 0.0107 -0.0103 -0.0129
-0.0245 1.0117 0.0715 -0.0242 -0.0179 -0.0267 0.0008
-0.0047 0.0456 0.9947 -0.0374 0.0150 -0.0206 -0.0030
-0.0068 -0.0723 1.0237 0.0079 0.0341 0.0101 0.0053
-0.0003 -0.0163 1.0207 -0.0093 0.0139 0.0029 -0.0051
0.0049 -0.0190 1.0103 -0.0065 0.0226 0.0076 -0.0097
0.0117 0.0160 0.9985 -0.0077 0.0149 0.0038 -0.0213
0.0109 0.0054 -0.0081 1.0651 -0.0119 -0.0321 0.0176
0.0031 0.0105 -0.0388 1.0492 -0.0098 0.0027 0.0076
0.0012 -0.0190 -0.0108 1.0157 -0.0153 0.0063 0.0061
0.0025 -0.0232 0.0025 0.9817 -0.0056 -0.0043 0.0109
-0.0009 -0.0189 0.0103 0.9654 -0.0012 -0.0058 0.0083
-0.0046 0.0563 0.0360 0.0454 0.9255 -0.0613 -0.0082
0.0101 -0.0137 0.0172 0.0079 1.0071 -0.0210 -0.0099
-0.0044 0.0443 0.0165 0.0023 0.9852 -0.0502 -0.0002
0.0065 -0.0560 0.0078 0.0020 1.0395 0.0030 0.0012
0.0115 -0.1120 0.0131 0.0157 1.0540 0.0250 0.0016
-0.0390 -0.0101 -0.0305 0.0005 0.0181 1.0343 0.0371
0.0635 -0.0133 -0.0316 -0.0365 0.0215 0.9393 0.0529
0.0204 0.0003 0.0036 -0.0101 -0.0230 1.0095 -0.0115
0.0148 0.0112 0.0159 -0.0140 -0.0253 1.0014 -0.0137
0.0144 0.0187 0.0165 -0.0265 -0.0130 0.9805 0.0032
0.0127 -0.0111 -0.0099 0.0144 0.0214 -0.0349 1.0302
-0.0128 -0.0119 -0.0020 0.0244 -0.0099 -0.0209 1.0411
-0.0004 -0.0043 -0.0156 -0.0034 0.0034 0.0028 1.0165
0.0006 -0.0215 -0.0210 -0.0295 0.0260 0.0325 1.0037
0.0034 -0.0296 -0.0251 -0.0509 0.0428 0.0522 0.9919
>> ANSS=ans
ANSS =
0.9716 -0.1083 0.0567 0.0925 -0.0428 -0.0072 0.0424
0.9955 -0.0416 0.0257 0.0303 -0.0214 -0.0027 0.0198
1.0128 0.0006 0.0015 -0.0089 -0.0021 0.0011 -0.0003
0.9981 -0.0324 0.0202 0.0311 -0.0230 0.0007 0.0153
1.0336 0.0486 -0.0312 -0.0511 0.0241 0.0156 -0.0357
0.0032 1.1282 -0.0270 -0.0440 -0.0340 -0.0342 0.0109
0.0165 0.9929 -0.0476 0.0595 0.0078 -0.0050 -0.0166
0.0109 0.9625 -0.0228 0.0529 0.0193 -0.0008 -0.0187
-0.0020 0.9690 0.0150 0.0285 0.0107 -0.0103 -0.0129
-0.0245 1.0117 0.0715 -0.0242 -0.0179 -0.0267 0.0008
-0.0047 0.0456 0.9947 -0.0374 0.0150 -0.0206 -0.0030
-0.0068 -0.0723 1.0237 0.0079 0.0341 0.0101 0.0053
-0.0003 -0.0163 1.0207 -0.0093 0.0139 0.0029 -0.0051
0.0049 -0.0190 1.0103 -0.0065 0.0226 0.0076 -0.0097
0.0117 0.0160 0.9985 -0.0077 0.0149 0.0038 -0.0213
0.0109 0.0054 -0.0081 1.0651 -0.0119 -0.0321 0.0176
0.0031 0.0105 -0.0388 1.0492 -0.0098 0.0027 0.0076
0.0012 -0.0190 -0.0108 1.0157 -0.0153 0.0063 0.0061
0.0025 -0.0232 0.0025 0.9817 -0.0056 -0.0043 0.0109
-0.0009 -0.0189 0.0103 0.9654 -0.0012 -0.0058 0.0083
-0.0046 0.0563 0.0360 0.0454 0.9255 -0.0613 -0.0082
0.0101 -0.0137 0.0172 0.0079 1.0071 -0.0210 -0.0099
-0.0044 0.0443 0.0165 0.0023 0.9852 -0.0502 -0.0002
0.0065 -0.0560 0.0078 0.0020 1.0395 0.0030 0.0012
0.0115 -0.1120 0.0131 0.0157 1.0540 0.0250 0.0016
-0.0390 -0.0101 -0.0305 0.0005 0.0181 1.0343 0.0371
0.0635 -0.0133 -0.0316 -0.0365 0.0215 0.9393 0.0529
0.0204 0.0003 0.0036 -0.0101 -0.0230 1.0095 -0.0115
0.0148 0.0112 0.0159 -0.0140 -0.0253 1.0014 -0.0137
0.0144 0.0187 0.0165 -0.0265 -0.0130 0.9805 0.0032
0.0127 -0.0111 -0.0099 0.0144 0.0214 -0.0349 1.0302
-0.0128 -0.0119 -0.0020 0.0244 -0.0099 -0.0209 1.0411
-0.0004 -0.0043 -0.0156 -0.0034 0.0034 0.0028 1.0165
0.0006 -0.0215 -0.0210 -0.0295 0.0260 0.0325 1.0037
0.0034 -0.0296 -0.0251 -0.0509 0.0428 0.0522 0.9919
>> shai
>> cc=ans
cc =
0.9716 -0.1083 0.0567 0.0925 -0.0428 -0.0072 0.0424
0.9955 -0.0416 0.0257 0.0303 -0.0214 -0.0027 0.0198
1.0128 0.0006 0.0015 -0.0089 -0.0021 0.0011 -0.0003
0.9981 -0.0324 0.0202 0.0311 -0.0230 0.0007 0.0153
1.0336 0.0486 -0.0312 -0.0511 0.0241 0.0156 -0.0357
0.0032 1.1282 -0.0270 -0.0440 -0.0340 -0.0342 0.0109
0.0165 0.9929 -0.0476 0.0595 0.0078 -0.0050 -0.0166
0.0109 0.9625 -0.0228 0.0529 0.0193 -0.0008 -0.0187
-0.0020 0.9690 0.0150 0.0285 0.0107 -0.0103 -0.0129
-0.0245 1.0117 0.0715 -0.0242 -0.0179 -0.0267 0.0008
-0.0047 0.0456 0.9947 -0.0374 0.0150 -0.0206 -0.0030
-0.0068 -0.0723 1.0237 0.0079 0.0341 0.0101 0.0053
-0.0003 -0.0163 1.0207 -0.0093 0.0139 0.0029 -0.0051
0.0049 -0.0190 1.0103 -0.0065 0.0226 0.0076 -0.0097
0.0117 0.0160 0.9985 -0.0077 0.0149 0.0038 -0.0213
0.0109 0.0054 -0.0081 1.0651 -0.0119 -0.0321 0.0176
0.0031 0.0105 -0.0388 1.0492 -0.0098 0.0027 0.0076
0.0012 -0.0190 -0.0108 1.0157 -0.0153 0.0063 0.0061
0.0025 -0.0232 0.0025 0.9817 -0.0056 -0.0043 0.0109
-0.0009 -0.0189 0.0103 0.9654 -0.0012 -0.0058 0.0083
-0.0046 0.0563 0.0360 0.0454 0.9255 -0.0613 -0.0082
0.0101 -0.0137 0.0172 0.0079 1.0071 -0.0210 -0.0099
-0.0044 0.0443 0.0165 0.0023 0.9852 -0.0502 -0.0002
0.0065 -0.0560 0.0078 0.0020 1.0395 0.0030 0.0012
0.0115 -0.1120 0.0131 0.0157 1.0540 0.0250 0.0016
-0.0390 -0.0101 -0.0305 0.0005 0.0181 1.0343 0.0371
0.0635 -0.0133 -0.0316 -0.0365 0.0215 0.9393 0.0529
0.0204 0.0003 0.0036 -0.0101 -0.0230 1.0095 -0.0115
0.0148 0.0112 0.0159 -0.0140 -0.0253 1.0014 -0.0137
0.0144 0.0187 0.0165 -0.0265 -0.0130 0.9805 0.0032
0.0127 -0.0111 -0.0099 0.0144 0.0214 -0.0349 1.0302
-0.0128 -0.0119 -0.0020 0.0244 -0.0099 -0.0209 1.0411
-0.0004 -0.0043 -0.0156 -0.0034 0.0034 0.0028 1.0165
0.0006 -0.0215 -0.0210 -0.0295 0.0260 0.0325 1.0037
0.0034 -0.0296 -0.0251 -0.0509 0.0428 0.0522 0.9919
>> shai
>> size(n)
ans =
7 70
>> size(ans)
ans =
1 2
>> size(cc)
ans =
35 7
>> plot(cc(26:30,6),'DisplayName','cc(26:30,6)','YDataSource','cc(26:30,6)');figure(gcf)
>> 
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