FIS return NAN value

[Unknown]

Hi Juan,

Thank a lot for amazing, easy to use, powerful and Great work.

My issue is, when using clustering inference method to learn data “Matlab”, and test FIS using Fuzzylite i got NAN value.

Any help i would greatly appreciated.

Here is my FLL Code:

Engine: Test
InputVariable: in1
enabled: true
range: 18.070 46.655
term: in1cluster1 Gaussian 31.742 0.809
term: in1cluster2 Gaussian 31.742 0.809
term: in1cluster3 Gaussian 31.742 0.809
term: in1cluster4 Gaussian 30.487 0.809
term: in1cluster5 Gaussian 31.742 0.809
term: in1cluster6 Gaussian 29.412 0.809
term: in1cluster7 Gaussian 29.412 0.809
term: in1cluster8 Gaussian 29.412 0.809
term: in1cluster9 Gaussian 31.742 0.809
term: in1cluster10 Gaussian 31.742 0.809
term: in1cluster11 Gaussian 29.412 0.809
term: in1cluster12 Gaussian 31.742 0.809
term: in1cluster13 Gaussian 31.742 0.809
term: in1cluster14 Gaussian 29.412 0.809
term: in1cluster15 Gaussian 21.830 0.809
term: in1cluster16 Gaussian 29.412 0.809
term: in1cluster17 Gaussian 36.629 0.809
term: in1cluster18 Gaussian 29.412 0.809
term: in1cluster19 Gaussian 29.412 0.809
term: in1cluster20 Gaussian 29.412 0.809
term: in1cluster21 Gaussian 31.742 0.809
term: in1cluster22 Gaussian 33.715 0.809
term: in1cluster23 Gaussian 29.412 0.809
term: in1cluster24 Gaussian 29.412 0.809
term: in1cluster25 Gaussian 29.412 0.809
term: in1cluster26 Gaussian 31.742 0.809
term: in1cluster27 Gaussian 25.806 0.809
term: in1cluster28 Gaussian 27.734 0.809
term: in1cluster29 Gaussian 33.412 0.809
term: in1cluster30 Gaussian 36.629 0.809
term: in1cluster31 Gaussian 36.629 0.809
term: in1cluster32 Gaussian 29.412 0.809
term: in1cluster33 Gaussian 28.050 0.809
term: in1cluster34 Gaussian 28.090 0.809
term: in1cluster35 Gaussian 30.487 0.809
term: in1cluster36 Gaussian 22.598 0.809
term: in1cluster37 Gaussian 31.742 0.809
term: in1cluster38 Gaussian 31.742 0.809
term: in1cluster39 Gaussian 28.685 0.809
term: in1cluster40 Gaussian 18.750 0.809
term: in1cluster41 Gaussian 29.412 0.809
term: in1cluster42 Gaussian 30.487 0.809
term: in1cluster43 Gaussian 36.629 0.809
term: in1cluster44 Gaussian 31.742 0.809
term: in1cluster45 Gaussian 29.412 0.809
term: in1cluster46 Gaussian 30.487 0.809
term: in1cluster47 Gaussian 36.629 0.809
term: in1cluster48 Gaussian 22.060 0.809
term: in1cluster49 Gaussian 25.606 0.809
term: in1cluster50 Gaussian 33.749 0.809
term: in1cluster51 Gaussian 28.906 0.809
term: in1cluster52 Gaussian 33.749 0.809
term: in1cluster53 Gaussian 29.412 0.809
term: in1cluster54 Gaussian 29.412 0.809
term: in1cluster55 Gaussian 25.806 0.809
term: in1cluster56 Gaussian 29.412 0.809
term: in1cluster57 Gaussian 31.742 0.809
term: in1cluster58 Gaussian 32.323 0.809
term: in1cluster59 Gaussian 29.412 0.809
term: in1cluster60 Gaussian 31.992 0.809
term: in1cluster61 Gaussian 24.609 0.809
term: in1cluster62 Gaussian 29.412 0.809
term: in1cluster63 Gaussian 29.761 0.809
term: in1cluster64 Gaussian 21.799 0.809
term: in1cluster65 Gaussian 27.398 0.809
term: in1cluster66 Gaussian 29.412 0.809
term: in1cluster67 Gaussian 31.742 0.809
term: in1cluster68 Gaussian 36.629 0.809
term: in1cluster69 Gaussian 36.629 0.809
term: in1cluster70 Gaussian 30.864 0.809
term: in1cluster71 Gaussian 31.742 0.809
term: in1cluster72 Gaussian 23.457 0.809
term: in1cluster73 Gaussian 21.067 0.809
term: in1cluster74 Gaussian 30.487 0.809
term: in1cluster75 Gaussian 29.412 0.809
term: in1cluster76 Gaussian 31.742 0.809
term: in1cluster77 Gaussian 26.223 0.809
term: in1cluster78 Gaussian 27.548 0.809
term: in1cluster79 Gaussian 28.516 0.809
term: in1cluster80 Gaussian 28.926 0.809
term: in1cluster81 Gaussian 29.412 0.809
term: in1cluster82 Gaussian 29.412 0.809
term: in1cluster83 Gaussian 36.629 0.809
term: in1cluster84 Gaussian 21.644 0.809
term: in1cluster85 Gaussian 28.125 0.809
term: in1cluster86 Gaussian 27.682 0.809
term: in1cluster87 Gaussian 30.487 0.809
term: in1cluster88 Gaussian 30.487 0.809
term: in1cluster89 Gaussian 28.926 0.808
term: in1cluster90 Gaussian 31.742 0.809
term: in1cluster91 Gaussian 33.412 0.809
term: in1cluster92 Gaussian 30.487 0.809
term: in1cluster93 Gaussian 29.412 0.809
term: in1cluster94 Gaussian 27.548 0.809
term: in1cluster95 Gaussian 28.050 0.809
term: in1cluster96 Gaussian 29.412 0.809
term: in1cluster97 Gaussian 29.412 0.809
term: in1cluster98 Gaussian 29.412 0.809
term: in1cluster99 Gaussian 25.806 0.809
term: in1cluster100 Gaussian 26.219 0.809
term: in1cluster101 Gaussian 18.750 0.809
term: in1cluster102 Gaussian 20.685 0.809
term: in1cluster103 Gaussian 34.894 0.809
term: in1cluster104 Gaussian 29.412 0.809
term: in1cluster105 Gaussian 19.568 0.809
term: in1cluster106 Gaussian 20.716 0.809
term: in1cluster107 Gaussian 24.314 0.809
term: in1cluster108 Gaussian 25.391 0.809
term: in1cluster109 Gaussian 28.086 0.809
term: in1cluster110 Gaussian 31.249 0.809
term: in1cluster111 Gaussian 34.527 0.809
term: in1cluster112 Gaussian 29.412 0.809
term: in1cluster113 Gaussian 36.629 0.809
term: in1cluster114 Gaussian 26.639 0.809
term: in1cluster115 Gaussian 31.589 0.809
term: in1cluster116 Gaussian 36.629 0.809
term: in1cluster117 Gaussian 22.204 0.809
term: in1cluster118 Gaussian 36.629 0.809
InputVariable: in2
enabled: true
range: 0.000 0.085
term: in2cluster1 Gaussian 0.003 0.002
term: in2cluster2 Gaussian 0.008 0.002
term: in2cluster3 Gaussian 0.005 0.002
term: in2cluster4 Gaussian 0.007 0.003
term: in2cluster5 Gaussian 0.010 0.002
term: in2cluster6 Gaussian 0.002 0.002
term: in2cluster7 Gaussian 0.004 0.002
term: in2cluster8 Gaussian 0.005 0.002
term: in2cluster9 Gaussian 0.005 0.002
term: in2cluster10 Gaussian 0.004 0.002
term: in2cluster11 Gaussian 0.010 0.003
term: in2cluster12 Gaussian 0.006 0.002
term: in2cluster13 Gaussian 0.006 0.002
term: in2cluster14 Gaussian 0.006 0.002
term: in2cluster15 Gaussian 0.002 0.002
term: in2cluster16 Gaussian 0.003 0.003
term: in2cluster17 Gaussian 0.024 0.004
term: in2cluster18 Gaussian 0.003 0.003
term: in2cluster19 Gaussian 0.008 0.002
term: in2cluster20 Gaussian 0.019 0.002
term: in2cluster21 Gaussian 0.009 0.003
term: in2cluster22 Gaussian 0.004 0.002
term: in2cluster23 Gaussian 0.003 0.002
term: in2cluster24 Gaussian 0.012 0.003
term: in2cluster25 Gaussian 0.007 0.002
term: in2cluster26 Gaussian 0.007 0.002
term: in2cluster27 Gaussian 0.002 0.002
term: in2cluster28 Gaussian 0.011 0.002
term: in2cluster29 Gaussian 0.007 0.002
term: in2cluster30 Gaussian 0.008 0.002
term: in2cluster31 Gaussian 0.015 0.002
term: in2cluster32 Gaussian 0.008 0.002
term: in2cluster33 Gaussian 0.015 0.002
term: in2cluster34 Gaussian 0.011 0.002
term: in2cluster35 Gaussian 0.007 0.002
term: in2cluster36 Gaussian 0.008 0.002
term: in2cluster37 Gaussian 0.012 0.003
term: in2cluster38 Gaussian 0.005 0.002
term: in2cluster39 Gaussian 0.014 0.003
term: in2cluster40 Gaussian 0.007 0.002
term: in2cluster41 Gaussian 0.006 0.003
term: in2cluster42 Gaussian 0.006 0.002
term: in2cluster43 Gaussian 0.028 0.003
term: in2cluster44 Gaussian 0.004 0.002
term: in2cluster45 Gaussian 0.007 0.003
term: in2cluster46 Gaussian 0.012 0.002
term: in2cluster47 Gaussian 0.033 -0.006
term: in2cluster48 Gaussian 0.005 0.002
term: in2cluster49 Gaussian 0.010 0.002
term: in2cluster50 Gaussian 0.024 0.002
term: in2cluster51 Gaussian 0.009 0.002
term: in2cluster52 Gaussian 0.039 0.003
term: in2cluster53 Gaussian 0.016 0.002
term: in2cluster54 Gaussian 0.014 0.001
term: in2cluster55 Gaussian 0.004 0.002
term: in2cluster56 Gaussian 0.016 0.003
term: in2cluster57 Gaussian 0.002 0.002
term: in2cluster58 Gaussian 0.009 0.004
term: in2cluster59 Gaussian 0.009 0.001
term: in2cluster60 Gaussian 0.014 0.002
term: in2cluster61 Gaussian 0.013 0.008
term: in2cluster62 Gaussian 0.003 0.002
term: in2cluster63 Gaussian 0.004 0.002
term: in2cluster64 Gaussian 0.004 0.002
term: in2cluster65 Gaussian 0.008 0.002
term: in2cluster66 Gaussian 0.014 0.003
term: in2cluster67 Gaussian 0.010 0.003
term: in2cluster68 Gaussian 0.023 0.001
term: in2cluster69 Gaussian 0.009 0.002
term: in2cluster70 Gaussian 0.006 0.002
term: in2cluster71 Gaussian 0.001 0.002
term: in2cluster72 Gaussian 0.010 0.002
term: in2cluster73 Gaussian 0.017 0.002
term: in2cluster74 Gaussian 0.009 0.002
term: in2cluster75 Gaussian 0.014 0.002
term: in2cluster76 Gaussian 0.007 0.002
term: in2cluster77 Gaussian 0.011 0.003
term: in2cluster78 Gaussian 0.018 0.002
term: in2cluster79 Gaussian 0.013 0.002
term: in2cluster80 Gaussian 0.018 0.002
term: in2cluster81 Gaussian 0.005 0.002
term: in2cluster82 Gaussian 0.016 0.005
term: in2cluster83 Gaussian 0.028 0.002
term: in2cluster84 Gaussian 0.003 0.002
term: in2cluster85 Gaussian 0.023 0.002
term: in2cluster86 Gaussian 0.002 0.002
term: in2cluster87 Gaussian 0.015 0.003
term: in2cluster88 Gaussian 0.004 0.002
term: in2cluster89 Gaussian 0.019 -0.005
term: in2cluster90 Gaussian 0.007 0.002
term: in2cluster91 Gaussian 0.008 0.003
term: in2cluster92 Gaussian 0.009 0.002
term: in2cluster93 Gaussian 0.012 0.002
term: in2cluster94 Gaussian 0.012 0.002
term: in2cluster95 Gaussian 0.023 0.003
term: in2cluster96 Gaussian 0.011 0.002
term: in2cluster97 Gaussian 0.004 0.002
term: in2cluster98 Gaussian 0.013 0.002
term: in2cluster99 Gaussian 0.005 0.002
term: in2cluster100 Gaussian 0.011 0.003
term: in2cluster101 Gaussian 0.010 0.002
term: in2cluster102 Gaussian 0.013 0.002
term: in2cluster103 Gaussian 0.004 0.002
term: in2cluster104 Gaussian 0.015 0.002
term: in2cluster105 Gaussian 0.017 0.002
term: in2cluster106 Gaussian 0.015 0.002
term: in2cluster107 Gaussian 0.003 0.002
term: in2cluster108 Gaussian 0.032 0.002
term: in2cluster109 Gaussian 0.009 0.003
term: in2cluster110 Gaussian 0.009 0.003
term: in2cluster111 Gaussian 0.015 0.002
term: in2cluster112 Gaussian 0.027 0.002
term: in2cluster113 Gaussian 0.030 0.004
term: in2cluster114 Gaussian 0.010 0.002
term: in2cluster115 Gaussian 0.017 0.002
term: in2cluster116 Gaussian 0.011 0.002
term: in2cluster117 Gaussian 0.008 0.002
term: in2cluster118 Gaussian 0.031 0.003
InputVariable: in3
enabled: true
range: 0.049 3.784
term: in3cluster1 Gaussian 0.165 0.106
term: in3cluster2 Gaussian 0.425 0.106
term: in3cluster3 Gaussian 0.310 0.106
term: in3cluster4 Gaussian 0.399 0.106
term: in3cluster5 Gaussian 0.579 0.106
term: in3cluster6 Gaussian 0.109 0.106
term: in3cluster7 Gaussian 0.130 0.106
term: in3cluster8 Gaussian 0.168 0.106
term: in3cluster9 Gaussian 0.288 0.106
term: in3cluster10 Gaussian 0.336 0.106
term: in3cluster11 Gaussian 0.630 0.106
term: in3cluster12 Gaussian 0.520 0.106
term: in3cluster13 Gaussian 0.332 0.106
term: in3cluster14 Gaussian 0.386 0.106
term: in3cluster15 Gaussian 0.166 0.106
term: in3cluster16 Gaussian 0.081 0.106
term: in3cluster17 Gaussian 1.055 0.106
term: in3cluster18 Gaussian 0.205 0.106
term: in3cluster19 Gaussian 0.391 0.106
term: in3cluster20 Gaussian 0.462 0.106
term: in3cluster21 Gaussian 0.476 0.106
term: in3cluster22 Gaussian 0.142 0.106
term: in3cluster23 Gaussian 0.132 0.106
term: in3cluster24 Gaussian 0.297 0.106
term: in3cluster25 Gaussian 0.315 0.106
term: in3cluster26 Gaussian 0.323 0.106
term: in3cluster27 Gaussian 0.071 0.106
term: in3cluster28 Gaussian 0.892 0.106
term: in3cluster29 Gaussian 0.376 0.106
term: in3cluster30 Gaussian 0.326 0.106
term: in3cluster31 Gaussian 0.641 0.106
term: in3cluster32 Gaussian 0.244 0.106
term: in3cluster33 Gaussian 1.342 0.106
term: in3cluster34 Gaussian 0.891 0.106
term: in3cluster35 Gaussian 0.525 0.106
term: in3cluster36 Gaussian 0.310 0.106
term: in3cluster37 Gaussian 0.402 0.106
term: in3cluster38 Gaussian 0.289 0.106
term: in3cluster39 Gaussian 1.116 0.106
term: in3cluster40 Gaussian 0.809 0.106
term: in3cluster41 Gaussian 0.337 0.106
term: in3cluster42 Gaussian 0.299 0.106
term: in3cluster43 Gaussian 1.055 0.106
term: in3cluster44 Gaussian 0.244 0.106
term: in3cluster45 Gaussian 0.959 0.106
term: in3cluster46 Gaussian 0.301 0.106
term: in3cluster47 Gaussian 1.635 0.106
term: in3cluster48 Gaussian 0.184 0.106
term: in3cluster49 Gaussian 0.462 0.106
term: in3cluster50 Gaussian 1.306 0.106
term: in3cluster51 Gaussian 1.247 0.106
term: in3cluster52 Gaussian 1.407 0.106
term: in3cluster53 Gaussian 0.568 0.106
term: in3cluster54 Gaussian 1.063 0.106
term: in3cluster55 Gaussian 0.168 0.106
term: in3cluster56 Gaussian 0.724 0.106
term: in3cluster57 Gaussian 0.367 0.106
term: in3cluster58 Gaussian 1.320 0.106
term: in3cluster59 Gaussian 0.515 0.106
term: in3cluster60 Gaussian 1.021 0.106
term: in3cluster61 Gaussian 0.875 0.106
term: in3cluster62 Gaussian 0.260 0.106
term: in3cluster63 Gaussian 0.648 0.106
term: in3cluster64 Gaussian 0.328 0.106
term: in3cluster65 Gaussian 0.404 0.106
term: in3cluster66 Gaussian 0.656 0.106
term: in3cluster67 Gaussian 0.637 0.106
term: in3cluster68 Gaussian 0.777 0.106
term: in3cluster69 Gaussian 0.362 0.106
term: in3cluster70 Gaussian 0.720 0.106
term: in3cluster71 Gaussian 0.068 0.106
term: in3cluster72 Gaussian 0.545 0.106
term: in3cluster73 Gaussian 1.383 0.106
term: in3cluster74 Gaussian 0.774 0.106
term: in3cluster75 Gaussian 0.248 0.106
term: in3cluster76 Gaussian 0.630 0.106
term: in3cluster77 Gaussian 0.434 0.106
term: in3cluster78 Gaussian 1.151 0.106
term: in3cluster79 Gaussian 0.979 0.106
term: in3cluster80 Gaussian 0.807 0.106
term: in3cluster81 Gaussian 0.556 0.106
term: in3cluster82 Gaussian 0.941 0.106
term: in3cluster83 Gaussian 0.852 0.106
term: in3cluster84 Gaussian 0.136 0.106
term: in3cluster85 Gaussian 0.950 0.106
term: in3cluster86 Gaussian 0.192 0.106
term: in3cluster87 Gaussian 0.957 0.106
term: in3cluster88 Gaussian 0.335 0.106
term: in3cluster89 Gaussian 1.250 0.106
term: in3cluster90 Gaussian 0.412 0.106
term: in3cluster91 Gaussian 0.604 0.106
term: in3cluster92 Gaussian 0.449 0.106
term: in3cluster93 Gaussian 0.174 0.106
term: in3cluster94 Gaussian 1.022 0.106
term: in3cluster95 Gaussian 1.907 0.106
term: in3cluster96 Gaussian 0.575 0.106
term: in3cluster97 Gaussian 0.112 0.106
term: in3cluster98 Gaussian 0.500 0.106
term: in3cluster99 Gaussian 0.301 0.106
term: in3cluster100 Gaussian 0.973 0.106
term: in3cluster101 Gaussian 0.925 0.106
term: in3cluster102 Gaussian 1.271 0.106
term: in3cluster103 Gaussian 0.317 0.106
term: in3cluster104 Gaussian 0.465 0.106
term: in3cluster105 Gaussian 0.466 0.106
term: in3cluster106 Gaussian 1.885 0.106
term: in3cluster107 Gaussian 0.409 0.106
term: in3cluster108 Gaussian 1.817 0.106
term: in3cluster109 Gaussian 0.895 0.106
term: in3cluster110 Gaussian 0.933 0.106
term: in3cluster111 Gaussian 0.382 0.106
term: in3cluster112 Gaussian 0.573 0.106
term: in3cluster113 Gaussian 1.481 0.106
term: in3cluster114 Gaussian 0.357 0.106
term: in3cluster115 Gaussian 0.882 0.106
term: in3cluster116 Gaussian 0.432 0.106
term: in3cluster117 Gaussian 1.881 0.106
term: in3cluster118 Gaussian 0.691 0.106
InputVariable: in4
enabled: true
range: 12.000 124.999
term: in4cluster1 Gaussian 92.000 3.196
term: in4cluster2 Gaussian 67.740 3.196
term: in4cluster3 Gaussian 74.380 3.196
term: in4cluster4 Gaussian 85.714 3.196
term: in4cluster5 Gaussian 66.667 3.196
term: in4cluster6 Gaussian 59.020 3.196
term: in4cluster7 Gaussian 66.141 3.196
term: in4cluster8 Gaussian 74.280 3.196
term: in4cluster9 Gaussian 85.710 3.196
term: in4cluster10 Gaussian 92.000 3.196
term: in4cluster11 Gaussian 75.000 3.196
term: in4cluster12 Gaussian 76.800 3.196
term: in4cluster13 Gaussian 100.000 3.196
term: in4cluster14 Gaussian 75.000 3.196
term: in4cluster15 Gaussian 67.289 3.196
term: in4cluster16 Gaussian 61.860 3.196
term: in4cluster17 Gaussian 64.463 3.196
term: in4cluster18 Gaussian 68.871 3.196
term: in4cluster19 Gaussian 75.000 3.196
term: in4cluster20 Gaussian 67.742 3.196
term: in4cluster21 Gaussian 87.591 3.196
term: in4cluster22 Gaussian 66.667 3.196
term: in4cluster23 Gaussian 69.940 3.196
term: in4cluster24 Gaussian 66.102 3.196
term: in4cluster25 Gaussian 64.520 3.196
term: in4cluster26 Gaussian 64.070 3.196
term: in4cluster27 Gaussian 66.142 3.196
term: in4cluster28 Gaussian 85.714 3.196
term: in4cluster29 Gaussian 75.600 3.196
term: in4cluster30 Gaussian 65.340 3.196
term: in4cluster31 Gaussian 66.667 3.196
term: in4cluster32 Gaussian 60.000 3.196
term: in4cluster33 Gaussian 86.486 3.196
term: in4cluster34 Gaussian 78.082 3.196
term: in4cluster35 Gaussian 83.721 3.196
term: in4cluster36 Gaussian 75.789 3.196
term: in4cluster37 Gaussian 66.667 3.196
term: in4cluster38 Gaussian 79.510 3.196
term: in4cluster39 Gaussian 88.525 3.196
term: in4cluster40 Gaussian 99.999 3.196
term: in4cluster41 Gaussian 73.684 3.196
term: in4cluster42 Gaussian 90.270 3.196
term: in4cluster43 Gaussian 65.454 3.196
term: in4cluster44 Gaussian 98.600 3.196
term: in4cluster45 Gaussian 85.714 3.196
term: in4cluster46 Gaussian 85.710 3.196
term: in4cluster47 Gaussian 66.170 3.196
term: in4cluster48 Gaussian 66.102 3.196
term: in4cluster49 Gaussian 76.119 3.196
term: in4cluster50 Gaussian 75.520 3.196
term: in4cluster51 Gaussian 86.440 3.196
term: in4cluster52 Gaussian 76.271 3.196
term: in4cluster53 Gaussian 68.041 3.196
term: in4cluster54 Gaussian 74.285 3.196
term: in4cluster55 Gaussian 83.168 3.196
term: in4cluster56 Gaussian 73.171 3.196
term: in4cluster57 Gaussian 86.390 3.196
term: in4cluster58 Gaussian 100.000 3.196
term: in4cluster59 Gaussian 76.690 3.196
term: in4cluster60 Gaussian 84.112 3.196
term: in4cluster61 Gaussian 85.714 3.196
term: in4cluster62 Gaussian 75.630 3.196
term: in4cluster63 Gaussian 84.297 3.196
term: in4cluster64 Gaussian 100.930 3.196
term: in4cluster65 Gaussian 65.000 3.196
term: in4cluster66 Gaussian 69.643 3.196
term: in4cluster67 Gaussian 75.000 3.196
term: in4cluster68 Gaussian 67.742 3.196
term: in4cluster69 Gaussian 64.610 3.196
term: in4cluster70 Gaussian 114.285 3.196
term: in4cluster71 Gaussian 92.000 3.196
term: in4cluster72 Gaussian 79.687 3.196
term: in4cluster73 Gaussian 72.728 3.196
term: in4cluster74 Gaussian 87.273 3.196
term: in4cluster75 Gaussian 58.930 3.196
term: in4cluster76 Gaussian 66.667 3.196
term: in4cluster77 Gaussian 69.231 3.196
term: in4cluster78 Gaussian 85.710 3.196
term: in4cluster79 Gaussian 85.714 3.196
term: in4cluster80 Gaussian 80.950 3.196
term: in4cluster81 Gaussian 66.055 3.196
term: in4cluster82 Gaussian 72.890 3.196
term: in4cluster83 Gaussian 67.241 3.196
term: in4cluster84 Gaussian 71.523 3.196
term: in4cluster85 Gaussian 87.179 3.196
term: in4cluster86 Gaussian 87.270 3.196
term: in4cluster87 Gaussian 88.070 3.196
term: in4cluster88 Gaussian 84.910 3.196
term: in4cluster89 Gaussian 78.620 3.196
term: in4cluster90 Gaussian 75.000 3.196
term: in4cluster91 Gaussian 78.950 3.196
term: in4cluster92 Gaussian 87.808 3.196
term: in4cluster93 Gaussian 62.340 3.196
term: in4cluster94 Gaussian 85.710 3.196
term: in4cluster95 Gaussian 86.447 3.196
term: in4cluster96 Gaussian 70.588 3.196
term: in4cluster97 Gaussian 59.010 3.196
term: in4cluster98 Gaussian 73.469 3.196
term: in4cluster99 Gaussian 80.488 3.196
term: in4cluster100 Gaussian 81.818 3.196
term: in4cluster101 Gaussian 98.360 3.196
term: in4cluster102 Gaussian 99.248 3.196
term: in4cluster103 Gaussian 119.999 3.196
term: in4cluster104 Gaussian 75.591 3.196
term: in4cluster105 Gaussian 54.098 3.196
term: in4cluster106 Gaussian 99.280 3.196
term: in4cluster107 Gaussian 74.380 3.196
term: in4cluster108 Gaussian 84.955 3.196
term: in4cluster109 Gaussian 84.000 3.196
term: in4cluster110 Gaussian 85.000 3.196
term: in4cluster111 Gaussian 61.314 3.196
term: in4cluster112 Gaussian 66.667 3.196
term: in4cluster113 Gaussian 66.667 3.196
term: in4cluster114 Gaussian 95.121 3.196
term: in4cluster115 Gaussian 76.270 3.196
term: in4cluster116 Gaussian 57.692 3.196
term: in4cluster117 Gaussian 95.000 3.196
term: in4cluster118 Gaussian 66.667 3.196
OutputVariable: out1
enabled: true
range: 67.000 425.000
accumulation: Maximum
defuzzifier: WeightedAverage Automatic
default: nan
lock-previous: false
lock-range: false
term: out1cluster1 Linear -9.826 -1101.636 652.227 65.380 -5732.302
term: out1cluster2 Linear -190.157 552.018 -727.562 0.655 6388.692
term: out1cluster3 Linear -151.489 1201.746 483.724 8.602 4188.270
term: out1cluster4 Linear 820.535 -337.174 9182.454 -175.311 -12570.973
term: out1cluster5 Linear -85.142 -5712.369 486.538 5.863 2231.413
term: out1cluster6 Linear 321.891 2959.907 -24879.379 -121.732 -96.143
term: out1cluster7 Linear -405.425 -1788.051 -4581.558 232.190 -3668.732
term: out1cluster8 Linear 198.324 -543.051 4758.165 97.707 -13113.186
term: out1cluster9 Linear -926.052 -4266.765 -1564.528 64.096 24281.512
term: out1cluster10 Linear -12.668 -1642.238 642.707 -5.819 729.168
term: out1cluster11 Linear 562.382 -11575.831 2989.663 31.243 -20757.749
term: out1cluster12 Linear -533.578 2270.087 339.619 -5.019 17208.627
term: out1cluster13 Linear -58.647 -5721.152 -219.338 -9.339 3103.333
term: out1cluster14 Linear 565.554 667.765 -2362.134 -262.706 4873.469
term: out1cluster15 Linear -67.667 -1216.021 266.315 -16.070 2638.896
term: out1cluster16 Linear -827.559 3181.811 16203.353 383.390 -482.628
term: out1cluster17 Linear -106.954 -13602.462 421.374 13.457 3082.437
term: out1cluster18 Linear 870.704 -7526.229 -9974.475 -211.601 -8702.182
term: out1cluster19 Linear -804.458 1762.042 8949.176 281.817 -595.582
term: out1cluster20 Linear 10.913 33308.959 420.377 36.163 -3520.233
term: out1cluster21 Linear -32.518 -2313.614 3062.633 -27.129 1827.275
term: out1cluster22 Linear -300.199 -242.321 19.313 0.508 10183.644
term: out1cluster23 Linear -870.839 6404.520 4844.023 472.439 -7919.130
term: out1cluster24 Linear -102.762 15631.671 -2057.760 -112.649 11496.244
term: out1cluster25 Linear 210.280 -10991.435 -8097.488 -38.724 -8.919
term: out1cluster26 Linear 61.653 -2231.955 260.171 -11.279 -1234.869
term: out1cluster27 Linear 221.180 306.547 101.682 -88.865 367.832
term: out1cluster28 Linear 1869.766 -14197.434 -3156.887 -179.532 -33756.591
term: out1cluster29 Linear 181.865 -12137.615 832.903 4.517 -6600.938
term: out1cluster30 Linear -171.835 3867.923 637.820 4.373 5918.822
term: out1cluster31 Linear 29.638 15999.050 -175.629 0.194 -1007.852
term: out1cluster32 Linear 1334.476 -7462.348 23228.689 -777.262 886.047
term: out1cluster33 Linear 58.600 -20498.666 755.914 -32.514 495.277
term: out1cluster34 Linear -152.145 -34641.796 2143.230 101.891 -5092.108
term: out1cluster35 Linear -583.772 1188.640 13196.366 -71.548 16328.346
term: out1cluster36 Linear 4.863 -232.119 292.018 6.242 -587.493
term: out1cluster37 Linear -162.461 -3936.296 -328.917 38.174 2930.295
term: out1cluster38 Linear 798.733 -767.759 -609.713 7.043 -25594.773
term: out1cluster39 Linear -530.422 11256.191 1359.483 -59.569 18945.016
term: out1cluster40 Linear 0.652 3306.240 73.883 -4.278 462.870
term: out1cluster41 Linear 677.213 4524.721 -4245.294 -243.208 -415.681
term: out1cluster42 Linear 235.254 1293.326 -957.240 -13.291 -5390.782
term: out1cluster43 Linear 550.107 22751.389 -3438.422 -64.534 -12640.684
term: out1cluster44 Linear 15.670 -1431.727 -262.641 19.236 -2267.377
term: out1cluster45 Linear 206.680 -2705.093 2066.783 -152.169 5369.174
term: out1cluster46 Linear 65.723 -523.976 -3265.413 -66.714 4788.111
term: out1cluster47 Linear 8.632 2448.810 -38.291 -3.400 65.759
term: out1cluster48 Linear 41.305 2229.639 -15.271 5.890 -1206.122
term: out1cluster49 Linear -2305.632 -16793.942 -3754.117 257.650 41379.599
term: out1cluster50 Linear 21.120 -4874.757 -53.388 6.075 -852.361
term: out1cluster51 Linear -62.947 8444.602 -1686.471 42.790 401.150
term: out1cluster52 Linear -1220.047 -126.609 2866.706 487.287 93.249
term: out1cluster53 Linear -141.809 -6044.862 1214.413 77.955 -1139.335
term: out1cluster54 Linear -142.866 -5588.248 3606.118 109.748 -7202.626
term: out1cluster55 Linear 30.143 556.509 2960.104 -3.192 -711.849
term: out1cluster56 Linear -151.027 38865.621 1716.779 292.371 -18683.739
term: out1cluster57 Linear -971.294 3904.781 29.132 49.535 26544.538
term: out1cluster58 Linear -12.321 5365.255 107.841 -0.184 419.088
term: out1cluster59 Linear -326.266 -11653.066 -424.503 250.747 -9219.151
term: out1cluster60 Linear 17.350 23448.199 -415.448 -19.638 1303.949
term: out1cluster61 Linear 1.185 -6329.816 489.737 -6.854 342.839
term: out1cluster62 Linear -455.780 4154.701 7447.378 280.115 -9896.583
term: out1cluster63 Linear -876.438 6099.407 6136.146 27.823 19616.643
term: out1cluster64 Linear 7.003 11909.456 -75.779 1.071 -173.869
term: out1cluster65 Linear -46.471 6290.203 -5450.182 263.296 -13459.614
term: out1cluster66 Linear -270.576 6871.725 7011.829 -147.986 14230.214
term: out1cluster67 Linear 275.005 -13268.131 535.462 31.068 -11145.664
term: out1cluster68 Linear -76.973 34205.660 -1622.818 16.794 2260.458
term: out1cluster69 Linear -104.139 -2523.836 -825.734 -34.902 6591.188
term: out1cluster70 Linear 32.006 -18395.046 59.553 -1.572 -600.466
term: out1cluster71 Linear 279.060 848.127 402.875 -70.287 -2235.840
term: out1cluster72 Linear -31.792 9196.487 704.694 -12.491 1277.706
term: out1cluster73 Linear -137.145 -10307.052 144.428 -10.499 3990.032
term: out1cluster74 Linear -1121.706 -17863.586 99.525 295.151 8565.786
term: out1cluster75 Linear 58.955 2774.215 6076.236 -40.303 -1434.894
term: out1cluster76 Linear 69.711 2807.439 -1135.701 -11.707 -617.088
term: out1cluster77 Linear -377.027 7841.304 1509.962 163.169 -1841.883
term: out1cluster78 Linear 50.315 -33717.432 1536.979 96.924 -10697.913
term: out1cluster79 Linear 151.311 15754.002 6094.747 -183.510 5678.715
term: out1cluster80 Linear 100.520 -17361.297 -180.895 304.135 -27006.476
term: out1cluster81 Linear 31.032 15369.965 2614.235 -42.552 575.801
term: out1cluster82 Linear -63.507 -14101.777 -849.069 -17.094 4434.555
term: out1cluster83 Linear -460.947 -66660.843 69.383 116.859 10789.334
term: out1cluster84 Linear 190.248 -471.196 -16.026 -3.200 -3758.109
term: out1cluster85 Linear -284.710 15717.912 -484.003 -30.637 10872.432
term: out1cluster86 Linear 993.387 -2347.600 780.716 -47.318 -23305.114
term: out1cluster87 Linear -5.227 -47225.917 738.423 -27.292 2765.880
term: out1cluster88 Linear 1149.850 -3.083 693.900 -76.079 -29005.670
term: out1cluster89 Linear 51.102 4820.521 398.423 0.786 -1856.828
term: out1cluster90 Linear 178.360 -1471.033 590.049 22.797 -7424.232
term: out1cluster91 Linear 33.098 -17123.558 -57.011 -14.813 318.111
term: out1cluster92 Linear 561.278 -1609.534 -3968.044 -30.122 -12316.173
term: out1cluster93 Linear 722.879 6154.187 -1171.157 -347.403 1403.383
term: out1cluster94 Linear -1845.704 -9119.032 -7254.407 534.678 12579.401
term: out1cluster95 Linear -6.031 -9763.131 21.172 -2.973 759.748
term: out1cluster96 Linear -902.846 -27810.286 -7372.955 382.944 5151.055
term: out1cluster97 Linear 1.270 1048.119 8321.981 11.621 -93.734
term: out1cluster98 Linear 1018.912 15003.676 -5194.145 -69.920 -22033.427
term: out1cluster99 Linear 207.931 7107.696 971.172 -30.725 -3216.634
term: out1cluster100 Linear 269.252 14278.432 -425.419 -8.903 -5983.141
term: out1cluster101 Linear -18.118 2227.267 86.473 -0.045 357.197
term: out1cluster102 Linear 67.757 -901.574 -49.565 0.421 -1277.583
term: out1cluster103 Linear -7.634 314.686 1.349 -0.039 475.285
term: out1cluster104 Linear 111.928 -6943.609 6844.532 118.907 -15214.581
term: out1cluster105 Linear -173.967 -127.148 1.467 -0.672 3593.079
term: out1cluster106 Linear -101.752 -7968.507 642.125 -58.463 6915.006
term: out1cluster107 Linear 3.922 903.561 -410.578 30.214 -2071.841
term: out1cluster108 Linear 558.298 1418.875 -54.172 0.004 -14012.742
term: out1cluster109 Linear -674.403 1696.669 8283.508 113.762 1897.872
term: out1cluster110 Linear 155.751 -7338.342 -1452.805 46.046 -7047.429
term: out1cluster111 Linear 111.303 -12633.076 548.946 -25.233 -1932.160
term: out1cluster112 Linear 13.580 -38435.351 -2061.947 160.360 -8774.154
term: out1cluster113 Linear -343.432 -13228.346 -755.280 25.633 12609.273
term: out1cluster114 Linear -304.147 -215.571 -1855.904 86.162 787.761
term: out1cluster115 Linear -73.963 614.472 -68.760 -12.976 3501.884
term: out1cluster116 Linear -138.066 11365.614 -129.038 -138.524 13087.519
term: out1cluster117 Linear 14.929 -21605.691 148.924 -5.784 316.579
term: out1cluster118 Linear -171.378 -18845.808 286.891 -143.886 16420.111
RuleBlock:
enabled: true
conjunction: AlgebraicProduct
disjunction: AlgebraicSum
activation: AlgebraicProduct
rule: if in1 is in1cluster1 and in2 is in2cluster1 and in3 is in3cluster1 and in4 is in4cluster1 then out1 is out1cluster1
rule: if in1 is in1cluster2 and in2 is in2cluster2 and in3 is in3cluster2 and in4 is in4cluster2 then out1 is out1cluster2
rule: if in1 is in1cluster3 and in2 is in2cluster3 and in3 is in3cluster3 and in4 is in4cluster3 then out1 is out1cluster3
rule: if in1 is in1cluster4 and in2 is in2cluster4 and in3 is in3cluster4 and in4 is in4cluster4 then out1 is out1cluster4
rule: if in1 is in1cluster5 and in2 is in2cluster5 and in3 is in3cluster5 and in4 is in4cluster5 then out1 is out1cluster5
rule: if in1 is in1cluster6 and in2 is in2cluster6 and in3 is in3cluster6 and in4 is in4cluster6 then out1 is out1cluster6
rule: if in1 is in1cluster7 and in2 is in2cluster7 and in3 is in3cluster7 and in4 is in4cluster7 then out1 is out1cluster7
rule: if in1 is in1cluster8 and in2 is in2cluster8 and in3 is in3cluster8 and in4 is in4cluster8 then out1 is out1cluster8
rule: if in1 is in1cluster9 and in2 is in2cluster9 and in3 is in3cluster9 and in4 is in4cluster9 then out1 is out1cluster9
rule: if in1 is in1cluster10 and in2 is in2cluster10 and in3 is in3cluster10 and in4 is in4cluster10 then out1 is out1cluster10
rule: if in1 is in1cluster11 and in2 is in2cluster11 and in3 is in3cluster11 and in4 is in4cluster11 then out1 is out1cluster11
rule: if in1 is in1cluster12 and in2 is in2cluster12 and in3 is in3cluster12 and in4 is in4cluster12 then out1 is out1cluster12
rule: if in1 is in1cluster13 and in2 is in2cluster13 and in3 is in3cluster13 and in4 is in4cluster13 then out1 is out1cluster13
rule: if in1 is in1cluster14 and in2 is in2cluster14 and in3 is in3cluster14 and in4 is in4cluster14 then out1 is out1cluster14
rule: if in1 is in1cluster15 and in2 is in2cluster15 and in3 is in3cluster15 and in4 is in4cluster15 then out1 is out1cluster15
rule: if in1 is in1cluster16 and in2 is in2cluster16 and in3 is in3cluster16 and in4 is in4cluster16 then out1 is out1cluster16
rule: if in1 is in1cluster17 and in2 is in2cluster17 and in3 is in3cluster17 and in4 is in4cluster17 then out1 is out1cluster17
rule: if in1 is in1cluster18 and in2 is in2cluster18 and in3 is in3cluster18 and in4 is in4cluster18 then out1 is out1cluster18
rule: if in1 is in1cluster19 and in2 is in2cluster19 and in3 is in3cluster19 and in4 is in4cluster19 then out1 is out1cluster19
rule: if in1 is in1cluster20 and in2 is in2cluster20 and in3 is in3cluster20 and in4 is in4cluster20 then out1 is out1cluster20
rule: if in1 is in1cluster21 and in2 is in2cluster21 and in3 is in3cluster21 and in4 is in4cluster21 then out1 is out1cluster21
rule: if in1 is in1cluster22 and in2 is in2cluster22 and in3 is in3cluster22 and in4 is in4cluster22 then out1 is out1cluster22
rule: if in1 is in1cluster23 and in2 is in2cluster23 and in3 is in3cluster23 and in4 is in4cluster23 then out1 is out1cluster23
rule: if in1 is in1cluster24 and in2 is in2cluster24 and in3 is in3cluster24 and in4 is in4cluster24 then out1 is out1cluster24
rule: if in1 is in1cluster25 and in2 is in2cluster25 and in3 is in3cluster25 and in4 is in4cluster25 then out1 is out1cluster25
rule: if in1 is in1cluster26 and in2 is in2cluster26 and in3 is in3cluster26 and in4 is in4cluster26 then out1 is out1cluster26
rule: if in1 is in1cluster27 and in2 is in2cluster27 and in3 is in3cluster27 and in4 is in4cluster27 then out1 is out1cluster27
rule: if in1 is in1cluster28 and in2 is in2cluster28 and in3 is in3cluster28 and in4 is in4cluster28 then out1 is out1cluster28
rule: if in1 is in1cluster29 and in2 is in2cluster29 and in3 is in3cluster29 and in4 is in4cluster29 then out1 is out1cluster29
rule: if in1 is in1cluster30 and in2 is in2cluster30 and in3 is in3cluster30 and in4 is in4cluster30 then out1 is out1cluster30
rule: if in1 is in1cluster31 and in2 is in2cluster31 and in3 is in3cluster31 and in4 is in4cluster31 then out1 is out1cluster31
rule: if in1 is in1cluster32 and in2 is in2cluster32 and in3 is in3cluster32 and in4 is in4cluster32 then out1 is out1cluster32
rule: if in1 is in1cluster33 and in2 is in2cluster33 and in3 is in3cluster33 and in4 is in4cluster33 then out1 is out1cluster33
rule: if in1 is in1cluster34 and in2 is in2cluster34 and in3 is in3cluster34 and in4 is in4cluster34 then out1 is out1cluster34
rule: if in1 is in1cluster35 and in2 is in2cluster35 and in3 is in3cluster35 and in4 is in4cluster35 then out1 is out1cluster35
rule: if in1 is in1cluster36 and in2 is in2cluster36 and in3 is in3cluster36 and in4 is in4cluster36 then out1 is out1cluster36
rule: if in1 is in1cluster37 and in2 is in2cluster37 and in3 is in3cluster37 and in4 is in4cluster37 then out1 is out1cluster37
rule: if in1 is in1cluster38 and in2 is in2cluster38 and in3 is in3cluster38 and in4 is in4cluster38 then out1 is out1cluster38
rule: if in1 is in1cluster39 and in2 is in2cluster39 and in3 is in3cluster39 and in4 is in4cluster39 then out1 is out1cluster39
rule: if in1 is in1cluster40 and in2 is in2cluster40 and in3 is in3cluster40 and in4 is in4cluster40 then out1 is out1cluster40
rule: if in1 is in1cluster41 and in2 is in2cluster41 and in3 is in3cluster41 and in4 is in4cluster41 then out1 is out1cluster41
rule: if in1 is in1cluster42 and in2 is in2cluster42 and in3 is in3cluster42 and in4 is in4cluster42 then out1 is out1cluster42
rule: if in1 is in1cluster43 and in2 is in2cluster43 and in3 is in3cluster43 and in4 is in4cluster43 then out1 is out1cluster43
rule: if in1 is in1cluster44 and in2 is in2cluster44 and in3 is in3cluster44 and in4 is in4cluster44 then out1 is out1cluster44
rule: if in1 is in1cluster45 and in2 is in2cluster45 and in3 is in3cluster45 and in4 is in4cluster45 then out1 is out1cluster45
rule: if in1 is in1cluster46 and in2 is in2cluster46 and in3 is in3cluster46 and in4 is in4cluster46 then out1 is out1cluster46
rule: if in1 is in1cluster47 and in2 is in2cluster47 and in3 is in3cluster47 and in4 is in4cluster47 then out1 is out1cluster47
rule: if in1 is in1cluster48 and in2 is in2cluster48 and in3 is in3cluster48 and in4 is in4cluster48 then out1 is out1cluster48
rule: if in1 is in1cluster49 and in2 is in2cluster49 and in3 is in3cluster49 and in4 is in4cluster49 then out1 is out1cluster49
rule: if in1 is in1cluster50 and in2 is in2cluster50 and in3 is in3cluster50 and in4 is in4cluster50 then out1 is out1cluster50
rule: if in1 is in1cluster51 and in2 is in2cluster51 and in3 is in3cluster51 and in4 is in4cluster51 then out1 is out1cluster51
rule: if in1 is in1cluster52 and in2 is in2cluster52 and in3 is in3cluster52 and in4 is in4cluster52 then out1 is out1cluster52
rule: if in1 is in1cluster53 and in2 is in2cluster53 and in3 is in3cluster53 and in4 is in4cluster53 then out1 is out1cluster53
rule: if in1 is in1cluster54 and in2 is in2cluster54 and in3 is in3cluster54 and in4 is in4cluster54 then out1 is out1cluster54
rule: if in1 is in1cluster55 and in2 is in2cluster55 and in3 is in3cluster55 and in4 is in4cluster55 then out1 is out1cluster55
rule: if in1 is in1cluster56 and in2 is in2cluster56 and in3 is in3cluster56 and in4 is in4cluster56 then out1 is out1cluster56
rule: if in1 is in1cluster57 and in2 is in2cluster57 and in3 is in3cluster57 and in4 is in4cluster57 then out1 is out1cluster57
rule: if in1 is in1cluster58 and in2 is in2cluster58 and in3 is in3cluster58 and in4 is in4cluster58 then out1 is out1cluster58
rule: if in1 is in1cluster59 and in2 is in2cluster59 and in3 is in3cluster59 and in4 is in4cluster59 then out1 is out1cluster59
rule: if in1 is in1cluster60 and in2 is in2cluster60 and in3 is in3cluster60 and in4 is in4cluster60 then out1 is out1cluster60
rule: if in1 is in1cluster61 and in2 is in2cluster61 and in3 is in3cluster61 and in4 is in4cluster61 then out1 is out1cluster61
rule: if in1 is in1cluster62 and in2 is in2cluster62 and in3 is in3cluster62 and in4 is in4cluster62 then out1 is out1cluster62
rule: if in1 is in1cluster63 and in2 is in2cluster63 and in3 is in3cluster63 and in4 is in4cluster63 then out1 is out1cluster63
rule: if in1 is in1cluster64 and in2 is in2cluster64 and in3 is in3cluster64 and in4 is in4cluster64 then out1 is out1cluster64
rule: if in1 is in1cluster65 and in2 is in2cluster65 and in3 is in3cluster65 and in4 is in4cluster65 then out1 is out1cluster65
rule: if in1 is in1cluster66 and in2 is in2cluster66 and in3 is in3cluster66 and in4 is in4cluster66 then out1 is out1cluster66
rule: if in1 is in1cluster67 and in2 is in2cluster67 and in3 is in3cluster67 and in4 is in4cluster67 then out1 is out1cluster67
rule: if in1 is in1cluster68 and in2 is in2cluster68 and in3 is in3cluster68 and in4 is in4cluster68 then out1 is out1cluster68
rule: if in1 is in1cluster69 and in2 is in2cluster69 and in3 is in3cluster69 and in4 is in4cluster69 then out1 is out1cluster69
rule: if in1 is in1cluster70 and in2 is in2cluster70 and in3 is in3cluster70 and in4 is in4cluster70 then out1 is out1cluster70
rule: if in1 is in1cluster71 and in2 is in2cluster71 and in3 is in3cluster71 and in4 is in4cluster71 then out1 is out1cluster71
rule: if in1 is in1cluster72 and in2 is in2cluster72 and in3 is in3cluster72 and in4 is in4cluster72 then out1 is out1cluster72
rule: if in1 is in1cluster73 and in2 is in2cluster73 and in3 is in3cluster73 and in4 is in4cluster73 then out1 is out1cluster73
rule: if in1 is in1cluster74 and in2 is in2cluster74 and in3 is in3cluster74 and in4 is in4cluster74 then out1 is out1cluster74
rule: if in1 is in1cluster75 and in2 is in2cluster75 and in3 is in3cluster75 and in4 is in4cluster75 then out1 is out1cluster75
rule: if in1 is in1cluster76 and in2 is in2cluster76 and in3 is in3cluster76 and in4 is in4cluster76 then out1 is out1cluster76
rule: if in1 is in1cluster77 and in2 is in2cluster77 and in3 is in3cluster77 and in4 is in4cluster77 then out1 is out1cluster77
rule: if in1 is in1cluster78 and in2 is in2cluster78 and in3 is in3cluster78 and in4 is in4cluster78 then out1 is out1cluster78
rule: if in1 is in1cluster79 and in2 is in2cluster79 and in3 is in3cluster79 and in4 is in4cluster79 then out1 is out1cluster79
rule: if in1 is in1cluster80 and in2 is in2cluster80 and in3 is in3cluster80 and in4 is in4cluster80 then out1 is out1cluster80
rule: if in1 is in1cluster81 and in2 is in2cluster81 and in3 is in3cluster81 and in4 is in4cluster81 then out1 is out1cluster81
rule: if in1 is in1cluster82 and in2 is in2cluster82 and in3 is in3cluster82 and in4 is in4cluster82 then out1 is out1cluster82
rule: if in1 is in1cluster83 and in2 is in2cluster83 and in3 is in3cluster83 and in4 is in4cluster83 then out1 is out1cluster83
rule: if in1 is in1cluster84 and in2 is in2cluster84 and in3 is in3cluster84 and in4 is in4cluster84 then out1 is out1cluster84
rule: if in1 is in1cluster85 and in2 is in2cluster85 and in3 is in3cluster85 and in4 is in4cluster85 then out1 is out1cluster85
rule: if in1 is in1cluster86 and in2 is in2cluster86 and in3 is in3cluster86 and in4 is in4cluster86 then out1 is out1cluster86
rule: if in1 is in1cluster87 and in2 is in2cluster87 and in3 is in3cluster87 and in4 is in4cluster87 then out1 is out1cluster87
rule: if in1 is in1cluster88 and in2 is in2cluster88 and in3 is in3cluster88 and in4 is in4cluster88 then out1 is out1cluster88
rule: if in1 is in1cluster89 and in2 is in2cluster89 and in3 is in3cluster89 and in4 is in4cluster89 then out1 is out1cluster89
rule: if in1 is in1cluster90 and in2 is in2cluster90 and in3 is in3cluster90 and in4 is in4cluster90 then out1 is out1cluster90
rule: if in1 is in1cluster91 and in2 is in2cluster91 and in3 is in3cluster91 and in4 is in4cluster91 then out1 is out1cluster91
rule: if in1 is in1cluster92 and in2 is in2cluster92 and in3 is in3cluster92 and in4 is in4cluster92 then out1 is out1cluster92
rule: if in1 is in1cluster93 and in2 is in2cluster93 and in3 is in3cluster93 and in4 is in4cluster93 then out1 is out1cluster93
rule: if in1 is in1cluster94 and in2 is in2cluster94 and in3 is in3cluster94 and in4 is in4cluster94 then out1 is out1cluster94
rule: if in1 is in1cluster95 and in2 is in2cluster95 and in3 is in3cluster95 and in4 is in4cluster95 then out1 is out1cluster95
rule: if in1 is in1cluster96 and in2 is in2cluster96 and in3 is in3cluster96 and in4 is in4cluster96 then out1 is out1cluster96
rule: if in1 is in1cluster97 and in2 is in2cluster97 and in3 is in3cluster97 and in4 is in4cluster97 then out1 is out1cluster97
rule: if in1 is in1cluster98 and in2 is in2cluster98 and in3 is in3cluster98 and in4 is in4cluster98 then out1 is out1cluster98
rule: if in1 is in1cluster99 and in2 is in2cluster99 and in3 is in3cluster99 and in4 is in4cluster99 then out1 is out1cluster99
rule: if in1 is in1cluster100 and in2 is in2cluster100 and in3 is in3cluster100 and in4 is in4cluster100 then out1 is out1cluster100
rule: if in1 is in1cluster101 and in2 is in2cluster101 and in3 is in3cluster101 and in4 is in4cluster101 then out1 is out1cluster101
rule: if in1 is in1cluster102 and in2 is in2cluster102 and in3 is in3cluster102 and in4 is in4cluster102 then out1 is out1cluster102
rule: if in1 is in1cluster103 and in2 is in2cluster103 and in3 is in3cluster103 and in4 is in4cluster103 then out1 is out1cluster103
rule: if in1 is in1cluster104 and in2 is in2cluster104 and in3 is in3cluster104 and in4 is in4cluster104 then out1 is out1cluster104
rule: if in1 is in1cluster105 and in2 is in2cluster105 and in3 is in3cluster105 and in4 is in4cluster105 then out1 is out1cluster105
rule: if in1 is in1cluster106 and in2 is in2cluster106 and in3 is in3cluster106 and in4 is in4cluster106 then out1 is out1cluster106
rule: if in1 is in1cluster107 and in2 is in2cluster107 and in3 is in3cluster107 and in4 is in4cluster107 then out1 is out1cluster107
rule: if in1 is in1cluster108 and in2 is in2cluster108 and in3 is in3cluster108 and in4 is in4cluster108 then out1 is out1cluster108
rule: if in1 is in1cluster109 and in2 is in2cluster109 and in3 is in3cluster109 and in4 is in4cluster109 then out1 is out1cluster109
rule: if in1 is in1cluster110 and in2 is in2cluster110 and in3 is in3cluster110 and in4 is in4cluster110 then out1 is out1cluster110
rule: if in1 is in1cluster111 and in2 is in2cluster111 and in3 is in3cluster111 and in4 is in4cluster111 then out1 is out1cluster111
rule: if in1 is in1cluster112 and in2 is in2cluster112 and in3 is in3cluster112 and in4 is in4cluster112 then out1 is out1cluster112
rule: if in1 is in1cluster113 and in2 is in2cluster113 and in3 is in3cluster113 and in4 is in4cluster113 then out1 is out1cluster113
rule: if in1 is in1cluster114 and in2 is in2cluster114 and in3 is in3cluster114 and in4 is in4cluster114 then out1 is out1cluster114
rule: if in1 is in1cluster115 and in2 is in2cluster115 and in3 is in3cluster115 and in4 is in4cluster115 then out1 is out1cluster115
rule: if in1 is in1cluster116 and in2 is in2cluster116 and in3 is in3cluster116 and in4 is in4cluster116 then out1 is out1cluster116
rule: if in1 is in1cluster117 and in2 is in2cluster117 and in3 is in3cluster117 and in4 is in4cluster117 then out1 is out1cluster117
rule: if in1 is in1cluster118 and in2 is in2cluster118 and in3 is in3cluster118 and in4 is in4cluster118 then out1 is out1cluster118

Thanks

[Juan Rada-Vilela (admin)]

Hi ehab,

thank you for your post and your kind words.

From what I was able to quickly see in QtFuzzyLite was that your InputVariable in4 needs a value higher than ~50 in order activate any rule. From all your rules, each has and in4 is ..., hence when in4 is nothing, you will get no active rules. In the case no rules are activated, your output variable produces NaN because it is its default value. Please,

– Change the default value to whatever you expect when no rules are active.

– Set the Accumulation operator in your output variable to none to achieve the regular operation (see documentation here).

– For better performance, you explicitly set WeightedAverage to work on TakagiSugeno.

– Check QtFuzzyLite as it will let you find issues with your controller very easy and very quick

In summary, the following changes should be made:

OutputVariable: out1
enabled: true
range: 67.000 425.000
accumulation: none
defuzzifier: WeightedAverage TakagiSugeno
default: 0.0 #if this is what you expect

Cheers,

Juan

[Unknown]

Hi Juan,

Thanks for your prompt reply.

I will do what you suggested.

Thanks a lot,

Ehab

[Unknown]

Hi Juan,

I greatly thanks for your help, everything is going good.

Ehab

[Unknown]

Hi Juan,

Unfortunately, again i faced the same problem, but i think i found the problem.
The problem is: when Anifis-Matalab calculate the model with the rage of measured values e.g (62 – 427), it finished with the prediction rage (-200 – 1000). I confused and i don’t know why Matlab did that.

Please, i would greatly appreciated for any help & recommendation.

Thanks

Ehab,

[Juan Rada-Vilela (admin)]

Hi ehab,

the best advise I have for you is to use QtFuzzyLite to exactly observe the conditions under which you are getting NaN values.

Cheers.

[Unknown]

Hi Jaun,
Ok, it’s seems a good and easy way. Thanks a lot for all advices.

Thanks

[Author]

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