Использование нечеткой искусственной нейронной сети TSK (Takagi, Sugeno, Kang’a) в задаче прогнозирования валютных курсов

0.5144 0.5134 0.0010 0.5120 0.0024

0.5210 0.5144 0.0066 0.5134 0.0076

0.5223 0.5210 0.0013 0.5144 0.0079

0.5262 0.5223 0.0039 0.5210 0.0052

0.5353 0.5262 0.0091 0.5223 0.0130

0.5344 0.5353 -0.0009 0.5262 0.0082

0.5363 0.5344 0.0019 0.5353 0.0010

0.5356 0.5363 -0.0007 0.5344 0.0012

0.5360 0.5356 0.0004 0.5363 -0.0003

0.5370 0.5360 0.0010 0.5356 0.0014

0.53

31 0.5370 -0.0039 0.5360 -0.0029

0.5393 0.5331 0.0062 0.5370 0.0023

0.5380 0.5393 -0.0013 0.5331 0.0049

0.5438 0.5380 0.0058 0.5393 0.0045

0.5459 0.5438 0.0021 0.5380 0.0079

0.5477 0.5459 0.0018 0.5438 0.0039

0.5498 0.5477 0.0021 0.5459 0.0039

0.5600 0.5498 0.0102 0.5477 0.0123

0.5620 0.5600 0.0020 0.5498 0.0122

0.5654 0.5620 0.0034 0.5600 0.0054

0.5654 0.5654 0.0000 0.5620 0.0034

0.5701 0.5654 0.0047 0.5654 0.0047

0.5659 0.5701 -0.0042 0.5654 0.0005

0.5699 0.5659 0.0040 0.5701 -0.0002

0.5715 0.5699 0.0016 0.5659 0.0056

0.5588 0.5715 -0.0127 0.5699 -0.0111

0.5589 0.5588 0.0001 0.5715 -0.0126

0.5610 0.5589 0.0021 0.5588 0.0022

0.5589 0.5610 -0.0021 0.5589 -0.0000

0.5499 0.5589 -0.0090 0.5610 -0.0111

0.5467 0.5499 -0.0032 0.5589 -0.0122

0.5410 0.5467 -0.0057 0.5499 -0.0089

0.5380 0.5410 -0.0030 0.5467 -0.0087

0.5405 0.5380 0.0025 0.5410 -0.0005

0.5432 0.5405 0.0027 0.5380 0.0052

0.5435 0.5432 0.0003 0.5405 0.0030

0.5542 0.5435 0.0107 0.5432 0.0110

0.5617 0.5542 0.0075 0.5435 0.0182

0.5617 0.5617 0.0000 0.5542 0.0075

0.5660 0.5617 0.0043 0.5617 0.0043

0.5636 0.5660 -0.0024 0.5617 0.0019

0.5754 0.5636 0.0118 0.5660 0.0094

0.5685 0.5754 -0.0069 0.5636 0.0049

0.5777 0.5685 0.0092 0.5754 0.0023

0.5800 0.5777 0.0023 0.5685 0.0115

0.5870 0.5800 0.0070 0.5777 0.0093

0.5780 0.5870 -0.0090 0.5800 -0.0020

0.5720 0.5780 -0.0060 0.5870 -0.0150

0.5736 0.5720 0.0016 0.5780 -0.0044

0.5801 0.5736 0.0065 0.5720 0.0081

0.5779 0.5801 -0.0022 0.5736 0.0043

0.5836 0.5779 0.0057 0.5801 0.0035

0.5939 0.5836 0.0103 0.5779 0.0160

0.6184 0.5939 0.0245 0.5836 0.0348

0.6180 0.6184 -0.0004 0.5939 0.0241

0.6312 0.6180 0.0132 0.6184 0.0128

0.6465 0.6312 0.0153 0.6180 0.0285

0.6414 0.6465 -0.0051 0.6312 0.0102

0.6136 0.6414 -0.0278 0.6465 -0.0329

0.6152 0.6136 0.0016 0.6414 -0.0262

0.6189 0.6152 0.0037 0.6136 0.0053

0.6307 0.6189 0.0118 0.6152 0.0155

0.6213 0.6307 -0.0094 0.6189 0.0024

0.6190 0.6213 -0.0023 0.6307 -0.0117

0.6331 0.6190 0.0141 0.6213 0.0118

0.6334 0.6331 0.0003 0.6190 0.0144

0.6395 0.6334 0.0061 0.6331 0.0064

0.6663 0.6395 0.0268 0.6334 0.0329

0.6758 0.6663 0.0095 0.6395 0.0363

0.6730 0.6758 -0.0028 0.6663 0.0067

0.6654 0.6730 -0.0076 0.6758 -0.0104

0.6650 0.6654 -0.0004 0.6730 -0.0080

0.6627 0.6650 -0.0023 0.6654 -0.0027

0.6760 0.6627 0.0133 0.6650 0.0110

0.6747 0.6760 -0.0013 0.6627 0.0120

0.6589 0.6747 -0.0158 0.6760 -0.0171

0.6516 0.6589 -0.0073 0.6747 -0.0231

0.6570 0.6516 0.0054 0.6589 -0.0019

0.6570 0.6570 -0.0000 0.6516 0.0054

0.6737 0.6570 0.0167 0.6570 0.0167

0.6690 0.6737 -0.0047 0.6570 0.0120

0.6766 0.6690 0.0076 0.6737 0.0029

0.6762 0.6766 -0.0004 0.6690 0.0072

0.6846 0.6762 0.0084 0.6766 0.0080

0.6742 0.6846 -0.0104 0.6762 -0.0020

0.6768 0.6742 0.0026 0.6846 -0.0078

0.6744 0.6768 -0.0024 0.6742 0.0002

0.6688 0.6744 -0.0056 0.6768 -0.0080

0.6724 0.6688 0.0036 0.6744 -0.0020

0.6546 0.6724 -0.0178 0.6688 -0.0142

0.6529 0.6546 -0.0017 0.6724 -0.0195

0.6469 0.6529 -0.0060 0.6546 -0.0077

0.6622 0.6469 0.0153 0.6529 0.0093

0.6734 0.6622 0.0112 0.6469 0.0265

0.6755 0.6734 0.0021 0.6622 0.0133

0.6776 0.6755 0.0021 0.6734 0.0042

0.6817 0.6776 0.0041 0.6755 0.0062

0.6850 0.6817 0.0033 0.6776 0.0074

0.6853 0.6850 0.0003 0.6817 0.0036

0.6947 0.6853 0.0094 0.6850 0.0097

0.6842 0.6947 -0.0105 0.6853 -0.0011

0.6886 0.6842 0.0044 0.6947 -0.0061

0.6848 0.6886 -0.0038 0.6842 0.0006

0.6768 0.6848 -0.0080 0.6886 -0.0118

0.6557 0.6768 -0.0211 0.6848 -0.0291

0.6585 0.6557 0.0028 0.6768 -0.0183

0.6564 0.6585 -0.0021 0.6557 0.0007

0.6746 0.6564 0.0182 0.6585 0.0161

0.6886 0.6746 0.0140 0.6564 0.0322

0.6843 0.6886 -0.0043 0.6746 0.0097

0.6849 0.6843 0.0006 0.6886 -0.0037

0.6787 0.6849 -0.0062 0.6843 -0.0056

0.7132 0.6787 0.0345 0.6849 0.0283

0.7286 0.7132 0.0154 0.6787 0.0499

0.7225 0.7286 -0.0061 0.7132 0.0093

0.7327 0.7225 0.0102 0.7286 0.0041

0.7164 0.7327 -0.0163 0.7225 -0.0061

0.7070 0.7164 -0.0094 0.7327 -0.0257

0.6986 0.7070 -0.0084 0.7164 -0.0178

0.7012 0.6986 0.0026 0.7070 -0.0058

0.6939 0.7012 -0.0073 0.6986 -0.0047

0.7029 0.6939 0.0090 0.7012 0.0017

0.6949 0.7029 -0.0080 0.6939 0.0010

0.6910 0.6949 -0.0039 0.7029 -0.0119

0.6836 0.6910 -0.0074 0.6949 -0.0113

0.6769 0.6836 -0.0067 0.6910 -0.0141

0.6697 0.6769 -0.0072 0.6836 -0.0139

0.6848 0.6697 0.0151 0.6769 0.0079

0.6961 0.6848 0.0113 0.6697 0.0264

0.7020 0.6961 0.0059 0.6848 0.0172

0.6934 0.7020 -0.0086 0.6961 -0.0027

0.7009 0.6934 0.0075 0.7020 -0.0011

0.7031 0.7009 0.0022 0.6934 0.0097

0.7027 0.7031 -0.0004 0.7009 0.0018

0.6989 0.7027 -0.0038 0.7031 -0.0042

0.6978 0.6989 -0.0011 0.7027 -0.0049

0.6874 0.6978 -0.0104 0.6989 -0.0115

0.6942 0.6874 0.0068 0.6978 -0.0036

0.7011 0.6942 0.0069 0.6874 0.0137

0.6973 0.7011 -0.0038 0.6942 0.0031

0.7004 0.6973 0.0031 0.7011 -0.0007

0.7150 0.7004 0.0146 0.6973 0.0177

0.7127 0.7150 -0.0023 0.7004 0.0123

0.7072 0.7127 -0.0055 0.7150 -0.0078

0.7082 0.7072 0.0010 0.7127 -0.0045

0.7088 0.7082 0.0006 0.7072 0.0016

0.7270 0.7088 0.0182 0.7082 0.0188

0.7225 0.7270 -0.0045 0.7088 0.0137

0.7260 0.7225 0.0035 0.7270 -0.0010

0.7242 0.7260 -0.0018 0.7225 0.0017

0.7158 0.7242 -0.0084 0.7260 -0.0102

0.7098 0.7158 -0.0060 0.7242 -0.0144

0.7134 0.7098 0.0036 0.7158 -0.0024

0.7158 0.7134 0.0024 0.7098 0.0060

0.6857 0.7158 -0.0301 0.7134 -0.0277

0.6929 0.6857 0.0072 0.7158 -0.0229

0.6899 0.6929 -0.0030 0.6857 0.0042

0.6790 0.6899 -0.0109 0.6929 -0.0139

0.6857 0.6790 0.0067 0.6899 -0.0042

0.6899 0.6857 0.0042 0.6790 0.0109

0.6982 0.6899 0.0083 0.6857 0.0125

0.7070 0.6982 0.0088 0.6899 0.0171

0.6993 0.7070 -0.0077 0.6982 0.0011

0.6943 0.6993 -0.0050 0.7070 -0.0127

0.6804 0.6943 -0.0139 0.6993 -0.0189

0.6757 0.6804 -0.0047 0.6943 -0.0186

0.6799 0.6757 0.0042 0.6804 -0.0005

0.6783 0.6799 -0.0016 0.6757 0.0026

0.6807 0.6783 0.0024 0.6799 0.0008

0.6840 0.6807 0.0033 0.6783 0.0057

0.6745 0.6840 -0.0095 0.6807 -0.0062

0.6710 0.6745 -0.0035 0.6840 -0.0130

0.6671 0.6710 -0.0039 0.6745 -0.0074

0.6709 0.6671 0.0038 0.6710 -0.0001

0.6768 0.6709 0.0059 0.6671 0.0097

0.6881 0.6768 0.0113 0.6709 0.0172

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