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- ANFIS info:
- Number of nodes: 78
- Number of linear parameters: 108
- Number of nonlinear parameters: 27
- Total number of parameters: 135
- Number of training data pairs: 177
- Number of checking data pairs: 20
- Number of fuzzy rules: 27
- Start training ANFIS ...
- 1 0.0969345 0.119136
- 2 0.0967598 0.118563
- 3 0.0965822 0.118
- 4 0.0964019 0.117446
- 5 0.0962193 0.116902
- Step size increases to 0.011000 after epoch 5.
- 6 0.0960347 0.11637
- 7 0.0958297 0.1158
- 8 0.0956231 0.115247
- 9 0.0954151 0.114716
- Step size increases to 0.012100 after epoch 9.
- 10 0.0952057 0.114208
- 11 0.0949738 0.113676
- 12 0.0947401 0.113179
- 13 0.0945045 0.112719
- Step size increases to 0.013310 after epoch 13.
- 14 0.0942667 0.112297
- 15 0.0940023 0.111877
- 16 0.093735 0.111507
- 17 0.0934649 0.111187
- Step size increases to 0.014641 after epoch 17.
- 18 0.0931922 0.110917
- 19 0.0928896 0.110675
- 20 0.0925851 0.11049
- 21 0.0922793 0.110359
- Step size increases to 0.016105 after epoch 21.
- 22 0.0919731 0.110276
- 23 0.0916371 0.110231
- 24 0.0913036 0.110224
- 25 0.0909747 0.110243
- Step size increases to 0.017716 after epoch 25.
- 26 0.0906523 0.110275
- 27 0.0903078 0.11031
- 28 0.0899759 0.110339
- 29 0.0896577 0.110361
- Step size increases to 0.019487 after epoch 29.
- 30 0.0893532 0.11039
- 31 0.0890319 0.110451
- 32 0.0887209 0.110586
- 33 0.0884134 0.110853
- Step size increases to 0.021436 after epoch 33.
- 34 0.0880995 0.111332
- 35 0.0877298 0.112237
- 36 0.0873056 0.113768
- 37 0.0867869 0.116219
- Step size increases to 0.023579 after epoch 37.
- 38 0.0861484 0.119696
- 39 0.0853844 0.12393
- 40 0.0847505 0.126863
- 41 0.0842835 0.128055
- Step size increases to 0.025937 after epoch 41.
- 42 0.0839133 0.128633
- 43 0.083594 0.12935
- 44 0.0833428 0.130162
- 45 0.0831452 0.131161
- Step size increases to 0.028531 after epoch 45.
- 46 0.0829682 0.131882
- 47 0.0828807 0.133006
- 48 0.0828582 0.130699
- 49 0.0828144 0.133154
- Step size increases to 0.031384 after epoch 49.
- 50 0.0826455 0.131527
- 51 0.0827364 0.133149
- 52 0.082447 0.13197
- 53 0.0825378 0.133537
- 54 0.0822269 0.132402
- Step size decreases to 0.028246 after epoch 54.
- 55 0.0823099 0.133967
- 56 0.0819553 0.133365
- 57 0.0820178 0.134645
- 58 0.0816934 0.133706
- Step size decreases to 0.025421 after epoch 58.
- 59 0.0817393 0.135248
- 60 0.0814084 0.134584
- 61 0.0814319 0.136004
- 62 0.0811366 0.135029
- Step size decreases to 0.022879 after epoch 62.
- 63 0.0811705 0.136712
- 64 0.0808825 0.135883
- 65 0.0809127 0.137474
- 66 0.0806633 0.136319
- Step size decreases to 0.020591 after epoch 66.
- 67 0.0807138 0.138194
- 68 0.0804768 0.137089
- 69 0.0805319 0.138886
- 70 0.0803309 0.137434
- Step size decreases to 0.018532 after epoch 70.
- 71 0.0804 0.139518
- 72 0.0802087 0.138107
- 73 0.0802824 0.140084
- 74 0.0801194 0.138364
- Step size decreases to 0.016679 after epoch 74.
- 75 0.0801982 0.140582
- 76 0.0800411 0.138954
- 77 0.0801218 0.141014
- 78 0.0799859 0.139146
- Step size decreases to 0.015011 after epoch 78.
- 79 0.0800659 0.141385
- 80 0.0799338 0.139664
- 81 0.0800129 0.141704
- 82 0.0798974 0.139807
- Step size decreases to 0.013510 after epoch 82.
- 83 0.0799728 0.141976
- 84 0.0798602 0.140258
- 85 0.0799329 0.142209
- 86 0.079834 0.140361
- Step size decreases to 0.012159 after epoch 86.
- 87 0.0799018 0.14241
- 88 0.0798057 0.140753
- 89 0.0798696 0.14258
- 90 0.0797851 0.140826
- Step size decreases to 0.010943 after epoch 90.
- 91 0.079844 0.142732
- 92 0.0797623 0.141167
- 93 0.0798167 0.142857
- 94 0.079745 0.141218
- Step size decreases to 0.009849 after epoch 94.
- 95 0.0797948 0.142974
- 96 0.0797258 0.141516
- 97 0.0797711 0.143067
- 98 0.0797106 0.141554
- Step size decreases to 0.008864 after epoch 98.
- 99 0.0797518 0.143162
- 100 0.0796939 0.141817
- Designated epoch number reached --> ANFIS training completed at epoch 100.
- Minimal training RMSE = 0.079694
- Minimal checking RMSE = 0.110224
- trnMSE =
- 0.0579
- chkMSE =
- 0.0680
- Обработка базы завершена за 3.748 с
- >>
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