ANFIS info:
	Number of nodes: 24
	Number of linear parameters: 10
	Number of nonlinear parameters: 15
	Total number of parameters: 25
	Number of training data pairs: 26
	Number of checking data pairs: 25
	Number of fuzzy rules: 5


Start training ANFIS ...

   1 	 0.526408 	 0.538866
   2 	 0.521497 	 0.53406
   3 	 0.51674 	 0.529342
   4 	 0.512241 	 0.524806
   5 	 0.508087 	 0.52054
Step size increases to 0.011000 after epoch 5.
   6 	 0.504324 	 0.516599
   7 	 0.500598 	 0.512632
   8 	 0.497137 	 0.508926
   9 	 0.493688 	 0.505253
Step size increases to 0.012100 after epoch 9.
  10 	 0.490005 	 0.501365
  11 	 0.485432 	 0.496568
  12 	 0.480021 	 0.490918
  13 	 0.473408 	 0.484029
Step size increases to 0.013310 after epoch 13.
  14 	 0.465153 	 0.475435
  15 	 0.453594 	 0.463395
  16 	 0.43889 	 0.448074
  17 	 0.421046 	 0.429513
Step size increases to 0.014641 after epoch 17.
  18 	 0.40159 	 0.409451
  19 	 0.382221 	 0.390004
  20 	 0.365148 	 0.373373
  21 	 0.350241 	 0.358867
Step size increases to 0.016105 after epoch 21.
  22 	 0.338119 	 0.347145
  23 	 0.33224 	 0.341258
  24 	 0.33563 	 0.34533
  25 	 0.328952 	 0.337971
  26 	 0.331637 	 0.341254
  27 	 0.326748 	 0.335763
Step size decreases to 0.014495 after epoch 27.
  28 	 0.329037 	 0.338581
  29 	 0.322979 	 0.331965
  30 	 0.326925 	 0.336399
  31 	 0.321856 	 0.330835
Step size decreases to 0.013045 after epoch 31.
  32 	 0.325369 	 0.334776
  33 	 0.319302 	 0.328249
  34 	 0.323909 	 0.333251
  35 	 0.318592 	 0.32752
Step size decreases to 0.011741 after epoch 35.
  36 	 0.322746 	 0.332025
  37 	 0.31675 	 0.325639
  38 	 0.321527 	 0.330741
  39 	 0.316228 	 0.325088
Step size decreases to 0.010567 after epoch 39.
  40 	 0.320535 	 0.329688
  41 	 0.314848 	 0.323667
  42 	 0.319415 	 0.328503
  43 	 0.31443 	 0.323214
Step size decreases to 0.009510 after epoch 43.
  44 	 0.318521 	 0.327548
  45 	 0.313368 	 0.322109
  46 	 0.317463 	 0.326424
  47 	 0.313019 	 0.321721
Step size decreases to 0.008559 after epoch 47.
  48 	 0.316652 	 0.325554
  49 	 0.312179 	 0.320838
  50 	 0.315667 	 0.324504

Designated epoch number reached --> ANFIS training completed at epoch 50.

Minimal training RMSE = 0.312179
Minimal checking RMSE = 0.320838

trnMSE =

    0.0975


chkMSE =

    0.1029


trnOut =

   -0.4277


Обработка базы завершена за    1.718 с