Table 3 The weight and Bias of hidden and output layers for 32 neurons.
Hidden layer | Output layer | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Weights | Bias | Weight | Bias | ||||||||
Neurons | Tc | Vc | Tm | ∆Hm | Molality | T | \(\phi\) | \(\gamma\) | \({a}_{w}\) | ||
1 | -1.6033 | 1.9248 | -0.3285 | 0.9153 | 0.7867 | 1.5442 | 2.8000 | 0.8348 | -0.4619 | 0.5310 | -0.2064 |
2 | 0.8398 | -2.3537 | -0.0946 | 0.7289 | 1.0268 | 0.0859 | -2.6194 | -0.6227 | -0.4250 | -0.8178 | 0.6170 |
3 | 0.0669 | 0.8562 | -1.3657 | -1.6789 | -1.5551 | -1.4916 | -2.4387 | 0.1524 | 0.3667 | 0.0932 | 0.5102 |
4 | 1.8173 | -0.8871 | 0.3439 | -1.6567 | -0.9421 | -0.7423 | -2.2581 | -0.1485 | 0.2889 | 0.2952 | |
5 | 0.9064 | -0.4694 | -1.6658 | -1.0975 | -1.6789 | -1.0616 | -2.0774 | 0.3580 | 0.2716 | 0.8903 | |
6 | 2.2894 | 0.3649 | -0.8795 | 0.2353 | 1.2794 | 2.3505 | -1.8968 | -0.5821 | 0.4186 | -0.5275 | |
7 | -0.2195 | 2.1029 | 0.3942 | 0.7336 | 1.6358 | -0.6156 | 1.7161 | -0.7612 | 0.2146 | -0.0997 | |
8 | -0.5824 | -0.7085 | -2.1379 | -0.7958 | -1.3398 | 0.7481 | 1.5355 | -0.0825 | 0.3239 | 0.5406 | |
9 | 1.2127 | 1.8007 | -0.7812 | 1.1928 | 1.0457 | -0.1924 | -1.3548 | -0.2996 | 0.3240 | -0.1677 | |
10 | -2.1116 | -1.0065 | 0.5936 | 1.1070 | 0.8889 | 0.8886 | 1.1742 | 0.6839 | 0.6658 | -0.4871 | |
11 | -1.2338 | 0.6764 | -0.7894 | 1.5762 | -1.6591 | -0.7648 | 0.9935 | 0.2269 | 0.1645 | 0.0815 | |
12 | -1.8254 | 0.9297 | 1.8129 | 0.1751 | 0.5710 | -1.4023 | 0.8129 | 0.7399 | -0.4704 | -0.3639 | |
13 | -0.5673 | 0.2035 | 2.5105 | -0.9095 | -0.5889 | -1.4224 | 0.6323 | -0.7616 | 0.8797 | 0.2911 | |
14 | 1.2737 | 0.7615 | 0.8850 | -1.5159 | 1.5990 | 0.4882 | -0.4516 | -0.0411 | 0.2786 | 0.0894 | |
15 | 1.3342 | 0.7324 | -0.6867 | 0.4880 | -2.1940 | -0.1774 | -0.2710 | 0.2946 | 0.0878 | 0.4421 | |
16 | -1.9886 | -1.4563 | 0.3804 | 1.2614 | -0.1699 | -0.1961 | 0.0903 | 0.0450 | 0.9874 | -0.5626 | |
17 | -0.5034 | -1.8589 | -1.9601 | -0.3825 | -0.3780 | 1.4193 | -0.0903 | -0.7884 | -0.7806 | -0.8728 | |
18 | 0.0985 | 1.8289 | 1.4889 | -1.4994 | -0.1432 | 0.2916 | 0.2710 | -0.1908 | -0.1033 | -0.2684 | |
19 | -0.3746 | -1.4808 | 1.7094 | -1.0514 | 1.2164 | 0.1978 | -0.4516 | 0.5270 | 0.2558 | 0.5440 | |
20 | 0.6239 | -1.8592 | 1.2640 | -1.3777 | -0.7062 | 1.5877 | 0.6323 | 0.8657 | 0.9455 | -0.6159 | |
21 | 0.7887 | 0.3772 | -1.4746 | -1.3497 | 1.7549 | -0.8045 | 0.8129 | -0.7223 | 0.3925 | -0.8124 | |
22 | -1.2946 | 2.3766 | 0.5872 | -0.3729 | -0.1783 | 0.6966 | -0.9935 | 0.0508 | 0.0607 | 0.7223 | |
23 | -0.2769 | 0.6855 | -1.9347 | 0.1100 | -1.8810 | 0.8351 | -1.1742 | -0.0303 | -0.2131 | 0.3429 | |
24 | -2.0382 | -1.3022 | -0.3144 | -0.1791 | -1.3635 | -0.2437 | -1.3548 | 0.4825 | 0.0401 | -0.3046 | |
25 | 1.9632 | -0.5316 | -0.7595 | 1.5224 | 0.8994 | 0.2157 | 1.5355 | -0.7000 | 0.1722 | -0.4757 | |
26 | -1.9520 | -0.2303 | -1.9853 | 0.1059 | -0.1555 | -1.1658 | -1.7161 | -0.9111 | 0.5099 | -0.5144 | |
27 | -1.2269 | 1.5006 | -1.0009 | 1.3822 | -1.0820 | -1.1480 | -1.8968 | -0.1152 | 0.3756 | -0.2815 | |
28 | -0.8317 | -2.2399 | -0.5027 | 0.8977 | -1.0357 | 0.1049 | -2.0774 | 0.4727 | -0.2106 | 0.3668 | |
29 | -1.0883 | 1.2817 | -1.4629 | 1.6501 | 0.3872 | 0.7223 | -2.2581 | 0.4081 | -0.1154 | -0.9608 | |
30 | -0.0657 | 0.9226 | 0.6279 | -1.6525 | -1.9645 | 2.5855 | -2.4387 | -0.3383 | -0.1514 | -0.4595 | |
31 | -1.2475 | -0.9616 | -0.2260 | 1.3689 | 1.8531 | -0.6669 | -2.6194 | -0.6059 | 0.6434 | -0.1402 | |
32 | 1.8882 | -1.2922 | 0.8192 | -0.8819 | -1.0751 | 0.1873 | 2.8000 | 0.7755 | -0.2176 | 0.5382 | |
