8/18/2019 Tugas Jst Adaline

1/9

Iterasi 1 Input

x1 x2 target b w1 w2 y_in

1 1 1 0 0 0 0

1 0 -1 0.1 0.1 0.1 0.2

0 1 -1 -0.02 -0.02 0.1 0.08

0 0 -1 -0.128 -0.02 -0.008 -0.128

iterasi 2

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.2152 -0.02 -0.008 -0.2432

1 0 -1 -0.09088 0.10432 0.11632 0.01344

0 1 -1 -0.192224 0.002976 0.11632 -0.075904

0 0 -1 -0.284634 0.002976 0.0239104 -0.284634

iterasi 3

Inputx1 x2 target b w1 w2 y_in

1 1 1 -0.35617 0.002976 0.0239104 -0.329284

1 0 -1 -0.223242 0.135904 0.15683878 -0.087337

0 1 -1 -0.314508 0.044638 0.15683878 -0.157669

0 0 -1 -0.398741 0.044638 0.07260572 -0.398741

iterasi 4

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.458867 0.044638 0.07260572 -0.341623

1 0 -1 -0.324705 0.1788 0.20676804 -0.145904

0 1 -1 -0.410114 0.093391 0.20676804 -0.203346

0 0 -1 -0.48978 0.093391 0.12710266 -0.48978

iterasi 5

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.540802 0.093391 0.12710266 -0.320308

1 0 -1 -0.408771 0.225422 0.25913348 -0.183349

0 1 -1 -0.490436 0.143757 0.25913348 -0.231302

0 0 -1 -0.567306 0.143757 0.18226373 -0.567306

iterasi 6

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.610575 0.143757 0.18226373 -0.284555

1 0 -1 -0.48212 0.272212 0.31071921 -0.209908

0 1 -1 -0.561129 0.193203 0.31071921 -0.25041

8/18/2019 Tugas Jst Adaline

2/9

0 0 -1 -0.636088 0.193203 0.23576018 -0.636088

iterasi 7

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.672479 0.193203 0.23576018 -0.243516

1 0 -1 -0.548128 0.317554 0.36011179 -0.2305730 1 -1 -0.62507 0.240612 0.36011179 -0.264958

0 0 -1 -0.698574 0.240612 0.28660764 -0.698574

iterasi 8

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.728717 0.240612 0.28660764 -0.201498

1 0 -1 -0.608567 0.360762 0.40675739 -0.247806

0 1 -1 -0.683787 0.285542 0.40675739 -0.277029

0 0 -1 -0.756084 0.285542 0.33446032 -0.756084

iterasi 9

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.780475 0.285542 0.33446032 -0.160473

1 0 -1 -0.664428 0.401589 0.45050761 -0.262839

0 1 -1 -0.738144 0.327873 0.45050761 -0.287637

0 0 -1 -0.809381 0.327873 0.37927126 -0.809381

iterasi 10

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.828442 0.327873 0.37927126 -0.121298

1 0 -1 -0.716313 0.440003 0.49140106 -0.27631

0 1 -1 -0.788682 0.367634 0.49140106 -0.297281

0 0 -1 -0.858954 0.367634 0.42112912 -0.858954

iterasi 11

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.873058 0.367634 0.42112912 -0.084295

1 0 -1 -0.764629 0.476064 0.52955864 -0.288565

0 1 -1 -0.835772 0.40492 0.52955864 -0.306214

0 0 -1 -0.905151 0.40492 0.46018 -0.905151

iterasi 12

Input

x1 x2 target b w1 w2 y_in

8/18/2019 Tugas Jst Adaline

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1 1 1 -0.914636 0.40492 0.46018 -0.049536

1 0 -1 -0.809682 0.509874 0.56513357 -0.299809

0 1 -1 -0.879701 0.439854 0.56513357 -0.314568

0 0 -1 -0.948245 0.439854 0.49659035 -0.948245

iterasi 13

Inputx1 x2 target b w1 w2 y_in

1 1 1 -0.95342 0.439854 0.49659035 -0.016975

1 0 -1 -0.851723 0.541552 0.59828788 -0.310171

0 1 -1 -0.920706 0.472569 0.59828788 -0.322418

0 0 -1 -0.988464 0.472569 0.53052965 -0.988464

iterasi 14

Input

x1 x2 target b w1 w2 y_in

1 1 1 -0.989617 0.472569 0.53052965 0.013481

1 0 -1 -0.890966 0.571221 0.62918151 -0.319745

0 1 -1 -0.958991 0.503195 0.62918151 -0.32981

0 0 -1 -1.02601 0.503195 0.56216247 -1.02601

iterasi 15

Input

x1 x2 target b w1 w2 y_in

1 1 1 -1.023409 0.503195 0.56216247 0.041949

1 0 -1 -0.927604 0.599001 0.65796759 -0.328603

0 1 -1 -0.994744 0.531861 0.65796759 -0.336776

0 0 -1 -1.061066 0.531861 0.5916452 -1.061066

8/18/2019 Tugas Jst Adaline

4/9

baru baru baru Na

w1 w2 b "elta w1 "elta w2 #a$%ma" In"riant

0.1 0.1 0.1 0.1 0.1 &a!rina '%risty (ri

-0.02 0.1 -0.02 -0.12 0 (ry a)%ary "i!a pra

-0.02 -0.008 -0.128 0 -0.108 *a%ri (risen 1351

-0.02 -0.008 -0.2152 0 0  +,- .

baru baru baru

w1 w2 b "elta w1 "elta w2 Inisialisasi awal w/

0.10432 0.11632 -0.09088 0.12432 0.12432 #&,

0.002976 0.11632 -0.192224 -0.101344 0 y_in/ b x1w1

0.002976 0.02391 -0.284634 0 -0.09241 baru / lama

0.002976 0.02391 -0.35617 0 0 bbaru / blama

"elta / a t y_i

baru baru baruw1 w2 b "elta w1 "elta w2

0.1359044 0.156839 -0.223242 0.132928 0.132928

0.0446381 0.156839 -0.314508 -0.091266 0

0.0446381 0.072606 -0.398741 0 -0.084233

0.0446381 0.072606 -0.458867 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.1788005 0.206768 -0.324705 0.134162 0.134162

0.0933909 0.206768 -0.410114 -0.08541 0

0.0933909 0.127103 -0.48978 0 -0.079665

0.0933909 0.127103 -0.540802 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.2254217 0.259133 -0.408771 0.132031 0.132031

0.1437566 0.259133 -0.490436 -0.081665 0

0.1437566 0.182264 -0.567306 0 -0.07687

0.1437566 0.182264 -0.610575 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.2722121 0.310719 -0.48212 0.128455 0.128455

0.1932029 0.310719 -0.561129 -0.079009 0

0.1932029 0.23576 -0.636088 0 -0.074959

8/18/2019 Tugas Jst Adaline

5/9

0.1932029 0.23576 -0.672479 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.3175545 0.360112 -0.548128 0.124352 0.124352

0.2406118 0.360112 -0.62507 -0.076943 00.2406118 0.286608 -0.698574 0 -0.073504

0.2406118 0.286608 -0.728717 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.3607615 0.406757 -0.608567 0.12015 0.12015

0.2855421 0.406757 -0.683787 -0.075219 0

0.2855421 0.33446 -0.756084 0 -0.072297

0.2855421 0.33446 -0.780475 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.4015894 0.450508 -0.664428 0.116047 0.116047

0.3278733 0.450508 -0.738144 -0.073716 0

0.3278733 0.379271 -0.809381 0 -0.071236

0.3278733 0.379271 -0.828442 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.440003 0.491401 -0.716313 0.11213 0.11213

0.367634 0.491401 -0.788682 -0.072369 0

0.367634 0.421129 -0.858954 0 -0.070272

0.367634 0.421129 -0.873058 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.4760635 0.529559 -0.764629 0.10843 0.10843

0.40492 0.529559 -0.835772 -0.071143 0

0.40492 0.46018 -0.905151 0 -0.069379

0.40492 0.46018 -0.914636 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

8/18/2019 Tugas Jst Adaline

6/9

0.5098736 0.565134 -0.809682 0.104954 0.104954

0.4398545 0.565134 -0.879701 -0.070019 0

0.4398545 0.49659 -0.948245 0 -0.068543

0.4398545 0.49659 -0.95342 0 0

baru baru baruw1 w2 b "elta w1 "elta w2

0.541552 0.598288 -0.851723 0.101698 0.101698

0.4725691 0.598288 -0.920706 -0.068983 0

0.4725691 0.53053 -0.988464 0 -0.067758

0.4725691 0.53053 -0.989617 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.5712209 0.629182 -0.890966 0.098652 0.098652

0.5031954 0.629182 -0.958991 -0.068026 0

0.5031954 0.562162 -1.02601 0 -0.067019

0.5031954 0.562162 -1.023409 0 0

baru baru baru

w1 w2 b "elta w1 "elta w2

0.5990005 0.657968 -0.927604 0.095805 0.095805

0.5318609 0.657968 -0.994744 -0.06714 0

0.5318609 0.591645 -1.061066 0 -0.066322

0.5318609 0.591645 -1.054959 0 0

8/18/2019 Tugas Jst Adaline

7/9

8/18/2019 Tugas Jst Adaline

8/9

8/18/2019 Tugas Jst Adaline

9/9