Tabel 3.4 Perhitungan forward propagation nilai hidden layer z
i x
i
h v
i,h
x
i
.v
i,h
z_in
h
z
h
1 1
1 5.31E-03
0.00E+00
-1.33E-02 -6.75E-03
1 2
1 -5.44E-03
0.00E+00 1
3 1
1 -1.26E-02
-1.26E-02 1
4 1
5.40E-03 0.00E+00
1 5
1 9.37E-03
0.00E+00 1
6 1
1.19E-02 0.00E+00
1 7
1 1.16E-02
0.00E+00 1
8 1
6.90E-03 0.00E+00
1 9
1 1
-8.09E-04 -8.09E-04
1 10
1 3.82E-03
0.00E+00 1
11 1
8.52E-03 0.00E+00
1 12
1 1
1.26E-02 1.26E-02
1 13
1 5.04E-03
0.00E+00 2
1 1
8.75E-04 0.00E+00
2 2
1 4.55E-03
0.00E+00 2
3 1
1 -1.03E-02
-1.03E-02 2
4 1
-5.57E-03 0.00E+00
2 5
1 -3.05E-03
0.00E+00 2
6 1
1.24E-02 0.00E+00
2 7
1 -8.77E-03
0.00E+00 2
8 1
-2.32E-03 0.00E+00
2 9
1 -4.49E-03
0.00E+00 2
10 1
-8.11E-03 0.00E+00
2 11
1 1
-1.09E-03 -1.09E-03
2 12
1 7.37E-03
0.00E+00 2
13 1
1 1.08E-02
1.08E-02 3
1 1
-1.85E-03 0.00E+00
3 2
1 1
5.03E-03 5.03E-03
3 3
1 -1.23E-02
0.00E+00 3
4 1
1 -1.80E-03
-1.80E-03 3
5 1
1 3.55E-04
3.55E-04 3
6 1
-2.46E-03 0.00E+00
3 7
1 1
-6.62E-03 -6.62E-03
3 8
1 -2.83E-03
0.00E+00 3
9 1
1 -8.90E-03
-8.90E-03 3
10 1
3.33E-03 0.00E+00
3 11
1 1.13E-02
0.00E+00 3
12 1
-2.83E-03 0.00E+00
3 13
1 -1.04E-03
0.00E+00 1
1 2
8.64E-04 0.00E+00
4.18E-02 2.01E-02
1 2
2 -5.12E-03
0.00E+00 1
3 1
2 6.74E-03
6.74E-03 1
4 2
-1.17E-02 0.00E+00
1 5
2 7.51E-03
0.00E+00 1
6 2
9.60E-03 0.00E+00
1 7
2 -3.51E-03
0.00E+00
Tabel 3.4 Perhitungan forward propagation nilai hidden layer z lanjutan
i x
i
h v
i,h
x
i
.v
i,h
z_in
h
z
h
1 8
2 -1.15E-02
0.00E+00
4.18E-02 2.01E-02
1 9
1 2
-5.22E-03 -5.22E-03
1 10
2 -6.10E-03
0.00E+00 1
11 2
8.39E-03 0.00E+00
1 12
1 2
1.06E-02 1.06E-02
1 13
2 1.24E+00
0.00E+00 2
1 2
-1.02E-02 0.00E+00
2 2
2 -1.25E-02
0.00E+00 2
3 1
2 -1.03E-02
-1.03E-02 2
4 2
-1.17E-02 0.00E+00
2 5
2 -5.14E-03
0.00E+00 2
6 2
-2.55E-03 0.00E+00
2 7
2 -8.71E-03
0.00E+00 2
8 2
-2.25E-03 0.00E+00
2 9
2 3.44E-03
0.00E+00 2
10 2
2.15E-03 0.00E+00
2 11
1 2
1.05E-02 1.05E-02
2 12
2 -3.13E-03
0.00E+00 2
13 1
2 3.40E-03
3.40E-03 3
1 2
-1.04E-02 0.00E+00
3 2
1 2
1.07E-02 1.07E-02
3 3
2 1.12E-03
0.00E+00 3
4 1
2 4.60E-03
4.60E-03 3
5 1
2 -9.57E-04
-9.57E-04 3
6 2
-5.95E-03 0.00E+00
3 7
1 2
1.24E-02 1.24E-02
3 8
2 -3.49E-03
0.00E+00 3
9 1
2 -6.60E-04
-6.60E-04 3
10 2
1.09E-03 0.00E+00
3 11
2 3.99E-03
0.00E+00 3
12 2
-1.01E-02 0.00E+00
3 13
2 6.56E-03
0.00E+00 1
1 3
2.05E-03 0.00E+00
-3.59E-03 -1.80E-03
1 2
3 7.10E-03
0.00E+00 1
3 1
3 8.13E-03
8.13E-03 1
4 3
-2.22E-03 0.00E+00
1 5
3 -3.27E-03
0.00E+00 1
6 3
-1.15E-02 0.00E+00
1 7
3 6.43E-04
0.00E+00 1
8 3
2.39E-03 0.00E+00
1 9
1 3
3.17E-03 3.17E-03
1 10
3 -5.70E-03
0.00E+00 1
11 3
2.30E-03 0.00E+00
1 12
1 3
-7.06E-03 -7.06E-03
1 13
3 -6.62E-03
0.00E+00 2
1 3
1.29E-02 0.00E+00
Tabel 3.4 Perhitungan forward propagation nilai hidden layer z lanjutan
i x
i
h v
i,h
x
i
.v
i,h
z_in
h
z
h
2 2
3 1.94E-03
0.00E+00
-3.59E-03 -1.80E-03
2 3
1 3
7.72E-03 7.72E-03
2 4
3 -5.28E-03
0.00E+00 2
5 3
1.16E-02 0.00E+00
2 6
3 -5.73E-03
0.00E+00 2
7 3
3.79E-03 0.00E+00
2 8
3 5.50E-03
0.00E+00 2
9 3
-7.56E-03 0.00E+00
2 10
3 -1.08E-02
0.00E+00 2
11 1
3 -6.17E-03
-6.17E-03 2
12 3
-5.44E-03 0.00E+00
2 13
1 3
3.30E-03 3.30E-03
3 1
3 1.58E-03
0.00E+00 3
2 1
3 8.65E-03
8.65E-03 3
3 3
1.08E-02 0.00E+00
3 4
1 3
6.34E-05 6.34E-05
3 5
1 3
-3.79E-03 -3.79E-03
3 6
3 -1.15E-02
0.00E+00 3
7 1
3 -1.13E-02
-1.13E-02 3
8 3
-2.61E-04 0.00E+00
3 9
1 3
-6.27E-03 -6.27E-03
3 10
3 -8.88E-03
0.00E+00 3
11 3
1.57E-04 0.00E+00
3 12
3 7.34E-03
0.00E+00 3
13 3
2.48E-03 0.00E+00
y_in
1
= 1.w
0,1
+ z
1,1
w
1,1
+ z
2,1
w
2,1
+ z
3,1
w
3,1
= -1 . -0.426046669483185 + -
0.00675333529307017 . -0.394547343254089 + 0.0200517714084377 . - 0.168305575847626 + -0.00180394847651682 . -0.371750116348267 = -0.42609
y
1
= fy_in
1
dimana fungsi aktivasi dari y adalah fungsi linier, jadi y
1
= -0.42609 Demikian seterusnya sampai y
13
sebagaimana pada tabel 3.5
Tabel 3.5 Perhitungan forward propagation nilai output layer y
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