Free Statistics

of Irreproducible Research!

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_regression_trees1.wasp
Title produced by softwareRecursive Partitioning (Regression Trees)
Date of computationWed, 11 Dec 2013 11:54:29 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2013/Dec/11/t1386780925674lyjvgmdcw351.htm/, Retrieved Fri, 29 Mar 2024 15:34:31 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=232107, Retrieved Fri, 29 Mar 2024 15:34:31 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact70
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Recursive Partitioning (Regression Trees)] [dfhnsd] [2013-12-11 16:54:29] [9c1e2bb2413149fa15098d3e18bf4ebf] [Current]
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Dataseries X:
0.284654 2.301442 0.266482 -4.813031 0.815285 0.414783 1 21.033 0.02211 0.06545 0.02971 0.0313 0.02182 0.426 0.04374 0.01109 0.00554 0.0037 0.00007 0.00784 74.997 157.302 119.992
0.368674 2.486855 0.33559 -4.075192 0.819521 0.458359 1 19.085 0.01929 0.09403 0.04368 0.04518 0.03134 0.626 0.06134 0.01394 0.00696 0.00465 0.00008 0.00968 113.819 148.65 122.4
0.332634 2.342259 0.311173 -4.443179 0.825288 0.429895 1 20.651 0.01309 0.0827 0.0359 0.03858 0.02757 0.482 0.05233 0.01633 0.00781 0.00544 0.00009 0.0105 111.555 131.111 116.682
0.368975 2.405554 0.334147 -4.117501 0.819235 0.434969 1 20.644 0.01353 0.08771 0.03772 0.04005 0.02924 0.517 0.05492 0.01505 0.00698 0.00502 0.00009 0.00997 111.366 137.871 116.676
0.410335 2.33218 0.234513 -3.747787 0.823484 0.417356 1 19.649 0.01767 0.1047 0.04465 0.04825 0.0349 0.584 0.06425 0.01966 0.00908 0.00655 0.00011 0.01284 110.655 141.781 116.014
0.357775 2.18756 0.299111 -4.242867 0.825069 0.415564 1 21.378 0.01222 0.06985 0.03243 0.03526 0.02328 0.456 0.04701 0.01388 0.0075 0.00463 0.00008 0.00968 113.787 131.162 120.552
0.211756 1.854785 0.257682 -5.634322 0.764112 0.59604 1 24.886 0.00607 0.02337 0.01351 0.00937 0.00779 0.14 0.01608 0.00466 0.00202 0.00155 0.00003 0.00333 114.82 137.244 120.267
0.163755 2.064693 0.183721 -6.167603 0.763262 0.63742 1 26.892 0.00344 0.02487 0.01256 0.00946 0.00829 0.134 0.01567 0.00431 0.00182 0.00144 0.00003 0.0029 104.315 113.84 107.332
0.231571 2.322511 0.327769 -5.498678 0.773587 0.615551 1 21.812 0.0107 0.03218 0.01717 0.01277 0.01073 0.191 0.02093 0.0088 0.00332 0.00293 0.00006 0.00551 91.754 132.068 95.73
0.271362 2.432792 0.325996 -5.011879 0.798463 0.547037 1 21.862 0.01022 0.04324 0.02444 0.01725 0.01441 0.255 0.02838 0.00803 0.00332 0.00268 0.00006 0.00532 91.226 120.103 95.056
0.24974 2.407313 0.391002 -5.24977 0.776156 0.611137 1 21.118 0.01166 0.03237 0.01892 0.01342 0.01079 0.197 0.02143 0.00763 0.0033 0.00254 0.00006 0.00505 84.072 112.24 88.333
0.275931 2.642476 0.363566 -4.960234 0.79252 0.58339 1 21.414 0.01141 0.04272 0.02214 0.01641 0.01424 0.249 0.02752 0.00844 0.00336 0.00281 0.00006 0.0054 86.292 115.871 91.904
0.138512 2.041277 0.152813 -6.547148 0.646846 0.4606 1 25.703 0.00581 0.01968 0.0114 0.00717 0.00656 0.112 0.01259 0.00355 0.00153 0.00118 0.00002 0.00293 131.276 159.866 136.926
0.199889 2.519422 0.254989 -5.660217 0.665833 0.430166 1 24.889 0.01041 0.02184 0.01797 0.00932 0.00728 0.154 0.01642 0.00496 0.00208 0.00165 0.00003 0.0039 76.556 179.139 139.173
0.1701 2.125618 0.203653 -6.105098 0.654027 0.474791 1 24.922 0.00609 0.03191 0.01246 0.00972 0.01064 0.158 0.01828 0.00364 0.00149 0.00121 0.00002 0.00294 75.836 163.305 152.845
0.234589 2.205546 0.210185 -5.340115 0.658245 0.565924 1 25.175 0.00839 0.02316 0.01359 0.00888 0.00772 0.126 0.01503 0.00471 0.00203 0.00157 0.00003 0.00369 83.159 217.455 142.167
0.218164 2.264501 0.239764 -5.44004 0.644692 0.56738 1 22.333 0.01859 0.02908 0.02074 0.012 0.00969 0.192 0.02047 0.00632 0.00292 0.00211 0.00004 0.00544 82.764 349.259 144.188
0.430788 3.007463 0.434326 -2.93107 0.605417 0.631099 1 20.376 0.02919 0.04322 0.0343 0.01893 0.01441 0.348 0.03327 0.00853 0.00387 0.00284 0.00004 0.00718 75.603 232.181 168.778
0.377429 3.10901 0.35787 -3.949079 0.719467 0.665318 1 17.28 0.0316 0.07413 0.05767 0.03572 0.02471 0.542 0.05517 0.01092 0.00432 0.00364 0.00005 0.00742 68.623 175.829 153.046
0.322111 2.856676 0.340176 -4.554466 0.68608 0.649554 1 17.153 0.03365 0.05164 0.0431 0.02374 0.01721 0.348 0.03995 0.01116 0.00399 0.00372 0.00005 0.00768 142.822 189.398 156.405
0.365391 2.73971 0.262564 -4.095442 0.704087 0.660125 1 17.536 0.03871 0.05 0.04055 0.02383 0.01667 0.328 0.0381 0.01285 0.0045 0.00428 0.00005 0.0084 65.782 165.738 153.848
0.259765 2.557536 0.237622 -5.18696 0.698951 0.629017 1 19.493 0.01849 0.06062 0.04525 0.02591 0.02021 0.37 0.04137 0.00696 0.00267 0.00232 0.00003 0.0048 78.128 172.86 153.88
0.285695 2.916777 0.262384 -4.330956 0.679834 0.61906 1 22.468 0.0128 0.06685 0.04246 0.0254 0.02228 0.377 0.04351 0.00661 0.00247 0.0022 0.00003 0.00442 79.068 193.221 167.93
0.253556 2.547508 0.210279 -5.248776 0.686894 0.537264 1 20.422 0.0184 0.06562 0.03772 0.0247 0.02187 0.364 0.04192 0.00663 0.00258 0.00221 0.00003 0.00476 86.18 192.735 173.917
0.215961 2.692176 0.22089 -5.557447 0.732479 0.397937 1 23.831 0.01778 0.02214 0.01497 0.00948 0.00738 0.164 0.01659 0.0114 0.0039 0.0038 0.00005 0.00742 76.779 200.841 163.656
0.219514 2.846369 0.236853 -5.571843 0.737948 0.522746 1 22.066 0.02887 0.05197 0.0378 0.02245 0.01732 0.381 0.03767 0.00948 0.00375 0.00316 0.00006 0.00633 77.968 206.002 104.4
0.147403 2.589702 0.226278 -6.18359 0.720916 0.418622 1 25.908 0.01095 0.02666 0.01872 0.01169 0.00889 0.186 0.01966 0.0075 0.00234 0.0025 0.00003 0.00455 75.501 208.313 171.041
0.162999 2.314209 0.196102 -6.27169 0.726652 0.358773 1 25.119 0.01328 0.0265 0.01826 0.01144 0.00883 0.198 0.01919 0.00749 0.00275 0.0025 0.00003 0.00496 81.737 208.701 146.845
0.108514 2.241742 0.279789 -7.120925 0.676258 0.470478 1 25.97 0.00677 0.02307 0.01661 0.01012 0.00769 0.161 0.01718 0.00476 0.00176 0.00159 0.00002 0.0031 80.055 227.383 155.358
0.135242 1.957961 0.209866 -6.635729 0.723797 0.427785 1 25.678 0.0117 0.0238 0.01799 0.01057 0.00793 0.168 0.01791 0.00841 0.00253 0.0028 0.00003 0.00502 77.63 198.346 162.568
0.085569 1.743867 0.177551 -7.3483 0.741367 0.422229 0 26.775 0.00339 0.01689 0.00802 0.0068 0.00563 0.097 0.01098 0.00498 0.00168 0.00166 0.00001 0.00289 192.055 206.896 197.076
0.068501 2.103106 0.173319 -7.682587 0.742055 0.432439 0 30.94 0.00167 0.01513 0.00762 0.00641 0.00504 0.089 0.01015 0.00402 0.00138 0.00134 0.00001 0.00241 192.091 209.512 199.228
0.09632 1.512275 0.175181 -7.067931 0.738703 0.465946 0 30.775 0.00119 0.01919 0.00951 0.00825 0.0064 0.111 0.01263 0.00339 0.00135 0.00113 0.00001 0.00212 193.104 215.203 198.383
0.056141 1.544609 0.17854 -7.695734 0.742133 0.368535 0 32.684 0.00072 0.01407 0.00719 0.00606 0.00469 0.085 0.00954 0.00278 0.00107 0.00093 0.000009 0.0018 197.079 211.604 202.266
0.044539 1.423287 0.163519 -7.964984 0.741899 0.340068 0 33.047 0.00065 0.01403 0.00726 0.0061 0.00468 0.085 0.00958 0.00283 0.00106 0.00094 0.000009 0.00178 196.16 211.526 203.184
0.05761 2.447064 0.170183 -7.777685 0.742737 0.344252 0 31.732 0.00135 0.01758 0.00957 0.0076 0.00586 0.107 0.01194 0.00314 0.00115 0.00105 0.00001 0.00198 195.708 210.565 201.464
0.165827 2.477082 0.218037 -6.149653 0.778834 0.360148 1 23.216 0.00586 0.03463 0.01612 0.01347 0.01154 0.189 0.02126 0.007 0.00241 0.00233 0.00002 0.00411 168.013 192.921 177.876
0.173218 2.536527 0.196371 -6.006414 0.783626 0.341435 1 24.951 0.0034 0.02814 0.01491 0.0116 0.00938 0.168 0.01851 0.00616 0.00218 0.00205 0.00002 0.00369 163.564 185.604 176.17
0.141929 2.269398 0.212294 -6.452058 0.766209 0.403884 1 26.738 0.00231 0.02177 0.0119 0.00885 0.00726 0.131 0.01444 0.00459 0.00166 0.00153 0.00002 0.00284 175.456 201.249 180.198
0.160691 2.382544 0.266892 -6.006647 0.758324 0.396793 1 26.31 0.00265 0.02488 0.01366 0.01003 0.00829 0.151 0.01663 0.00504 0.00182 0.00168 0.00002 0.00316 173.015 202.324 187.733
0.130554 2.374073 0.201095 -6.647379 0.765623 0.32648 1 26.822 0.00231 0.02321 0.01233 0.00941 0.00774 0.135 0.01495 0.00496 0.00175 0.00165 0.00002 0.00298 177.584 197.724 186.163
0.11573 2.361532 0.063412 -7.044105 0.759203 0.306443 1 26.453 0.00257 0.02226 0.01234 0.00901 0.00742 0.132 0.01463 0.00403 0.00147 0.00134 0.00001 0.00258 166.977 196.537 184.055
0.095032 2.416838 0.098648 -7.31055 0.654172 0.305062 0 22.736 0.0074 0.03104 0.01133 0.01024 0.01035 0.164 0.01752 0.00507 0.00182 0.00169 0.00001 0.00298 225.227 247.326 237.226
0.117399 2.256699 0.158266 -6.793547 0.634267 0.457702 0 23.145 0.00675 0.03017 0.01251 0.01038 0.01006 0.154 0.0176 0.0047 0.00173 0.00157 0.00001 0.00281 232.483 248.834 241.404
0.09147 2.330716 0.091608 -7.057869 0.635285 0.438296 0 25.368 0.00454 0.0233 0.01033 0.00898 0.00777 0.126 0.01419 0.00327 0.00137 0.00109 0.000009 0.0021 232.435 250.912 243.439
0.102706 2.3658 0.102083 -6.99582 0.638928 0.431285 0 25.032 0.00476 0.02542 0.01014 0.00879 0.00847 0.134 0.01494 0.0035 0.00139 0.00117 0.000009 0.00225 227.911 255.034 242.852
0.097336 2.392122 0.127642 -7.156076 0.631653 0.467489 0 24.602 0.00476 0.02719 0.01149 0.00977 0.00906 0.141 0.01608 0.0038 0.00148 0.00127 0.00001 0.00235 231.848 262.09 245.51
0.086398 2.028612 0.200873 -7.31951 0.635204 0.610367 0 26.805 0.00432 0.01841 0.0086 0.0073 0.00614 0.103 0.01152 0.00276 0.00113 0.00092 0.000007 0.00185 182.786 261.487 252.455
0.133867 2.079922 0.266392 -6.439398 0.733659 0.579597 0 23.162 0.00839 0.02566 0.01433 0.00776 0.00855 0.143 0.01613 0.00507 0.00203 0.00169 0.00004 0.00524 115.765 128.611 122.188
0.128872 2.054419 0.264967 -6.482096 0.754073 0.538688 0 24.971 0.00462 0.02789 0.014 0.00802 0.0093 0.154 0.01681 0.00373 0.00155 0.00124 0.00003 0.00428 114.676 130.049 122.964
0.103561 1.840198 0.254498 -6.650471 0.775933 0.553134 0 25.135 0.00479 0.03724 0.01685 0.01024 0.01241 0.197 0.02184 0.00422 0.00167 0.00141 0.00003 0.00431 117.495 135.069 124.445
0.105993 2.431854 0.291954 -6.689151 0.760361 0.507504 0 25.03 0.00474 0.03429 0.01614 0.00959 0.01143 0.185 0.02033 0.00393 0.00169 0.00131 0.00004 0.00448 112.773 134.231 126.344
0.119308 1.972297 0.220434 -7.072419 0.766204 0.459766 0 24.692 0.00481 0.03969 0.01677 0.01072 0.01323 0.21 0.02297 0.00411 0.00166 0.00137 0.00003 0.00436 122.08 138.052 128.001
0.147491 2.223719 0.269866 -6.836811 0.785714 0.420383 0 25.429 0.00484 0.04188 0.01947 0.01219 0.01396 0.228 0.02498 0.00495 0.00183 0.00165 0.00004 0.0049 118.604 139.867 129.336
0.3167 1.986899 0.205558 -4.649573 0.819032 0.536009 1 21.028 0.01036 0.0445 0.02067 0.01609 0.01483 0.255 0.02719 0.01046 0.00486 0.00349 0.00007 0.00761 102.874 134.656 108.807
0.344834 2.014606 0.221727 -4.333543 0.811843 0.558586 1 20.767 0.0118 0.05368 0.02454 0.01992 0.01789 0.307 0.03209 0.01193 0.00539 0.00398 0.00008 0.00874 104.437 126.358 109.86
0.335041 1.92294 0.238298 -4.438453 0.821364 0.541781 1 21.422 0.00969 0.06097 0.02802 0.02302 0.02032 0.334 0.03715 0.01056 0.00514 0.00352 0.00007 0.00784 103.37 131.067 110.417
0.314464 2.021591 0.290024 -4.60826 0.817756 0.530529 1 22.817 0.00681 0.03568 0.01948 0.01459 0.01189 0.221 0.02293 0.00898 0.00469 0.00299 0.00006 0.00752 110.402 129.916 117.274
0.326197 1.827012 0.262633 -4.476755 0.813432 0.540049 1 22.603 0.00786 0.04183 0.02137 0.01625 0.01394 0.265 0.02645 0.01003 0.00493 0.00334 0.00007 0.00788 108.153 131.897 116.879
0.316395 1.831691 0.221711 -4.609161 0.817396 0.547975 1 21.66 0.01143 0.05414 0.02519 0.01974 0.01805 0.35 0.03225 0.0112 0.0052 0.00373 0.00008 0.00867 104.68 271.314 114.847
0.101516 2.460791 0.066994 -7.040508 0.678874 0.341788 0 25.554 0.00871 0.02925 0.01382 0.01258 0.00975 0.17 0.01861 0.00442 0.00152 0.00147 0.00001 0.00282 109.379 237.494 209.144
0.098555 2.32156 0.086372 -7.293801 0.686264 0.447979 0 26.138 0.00301 0.03039 0.0134 0.01296 0.01013 0.165 0.01906 0.00461 0.00151 0.00154 0.00001 0.00264 98.664 238.987 223.365
0.103224 2.278687 0.095882 -6.966321 0.694399 0.364867 0 25.856 0.0034 0.02602 0.012 0.01108 0.00867 0.145 0.01643 0.00457 0.00144 0.00152 0.00001 0.00266 205.495 231.345 222.236
0.093534 2.498224 0.018689 -7.24562 0.683296 0.25657 0 25.964 0.00351 0.02647 0.01179 0.01075 0.00882 0.145 0.01644 0.00526 0.00155 0.00175 0.00001 0.00296 223.634 234.619 228.832
0.073581 2.003032 0.056844 -7.496264 0.673636 0.27685 0 26.415 0.003 0.02308 0.01016 0.00957 0.00769 0.129 0.01457 0.00342 0.00113 0.00114 0.000009 0.00205 221.156 252.221 229.401
0.091546 2.118596 0.006274 -7.314237 0.681811 0.305429 0 24.547 0.0042 0.02827 0.01234 0.0116 0.00942 0.154 0.01745 0.00408 0.0014 0.00136 0.00001 0.00238 113.201 239.541 228.969
0.226156 2.359973 0.22685 -5.409423 0.720908 0.460139 1 19.56 0.02183 0.0549 0.02428 0.0181 0.0183 0.313 0.03198 0.01289 0.0044 0.0043 0.00006 0.00817 67.021 159.774 140.341
0.226247 2.291558 0.20566 -5.324574 0.729067 0.498133 1 19.979 0.02659 0.04914 0.02603 0.01759 0.01638 0.308 0.03111 0.0152 0.00463 0.00507 0.00007 0.00923 66.004 166.607 136.969
0.18558 2.118496 0.151814 -5.86975 0.731444 0.513237 1 20.338 0.04882 0.09455 0.03392 0.02422 0.03152 0.478 0.05384 0.01941 0.00467 0.00647 0.00008 0.01101 65.809 162.215 143.533
0.141958 2.137075 0.120956 -6.261141 0.727313 0.487407 1 21.718 0.02431 0.1007 0.03635 0.02494 0.03357 0.497 0.05428 0.014 0.00354 0.00467 0.00005 0.00762 67.343 162.824 148.09
0.180828 2.277927 0.15883 -5.720868 0.730387 0.489345 1 20.264 0.02599 0.05605 0.02949 0.01906 0.01868 0.365 0.03485 0.01407 0.00419 0.00469 0.00006 0.00831 65.476 162.408 142.729
0.242981 2.642276 0.224852 -5.207985 0.733232 0.543299 1 18.57 0.03361 0.08247 0.03736 0.02466 0.02749 0.483 0.04978 0.01601 0.00478 0.00534 0.00007 0.00971 65.75 176.595 136.358
0.18818 2.205024 0.329066 -5.79182 0.762959 0.495954 1 25.742 0.00442 0.02921 0.01345 0.00925 0.00974 0.152 0.01706 0.0054 0.0022 0.0018 0.00003 0.00405 111.208 139.71 120.08
0.225461 1.928708 0.306636 -5.389129 0.789532 0.509127 1 24.178 0.00623 0.0412 0.01956 0.01375 0.01373 0.226 0.02448 0.00805 0.00329 0.00268 0.00005 0.00533 107.024 588.518 112.014
0.244512 2.225815 0.201861 -5.31336 0.815908 0.437031 1 25.438 0.00479 0.04295 0.01831 0.01325 0.01432 0.216 0.02442 0.0078 0.00283 0.0026 0.00004 0.00494 107.316 128.101 110.793
0.228624 1.862092 0.315074 -5.477592 0.807217 0.463514 1 25.197 0.00472 0.03851 0.01715 0.01219 0.01284 0.206 0.02215 0.00831 0.00289 0.00277 0.00005 0.00516 105.007 122.611 110.707
0.193918 2.007923 0.341169 -5.775966 0.789977 0.489538 1 23.37 0.00905 0.07238 0.02704 0.02231 0.02413 0.35 0.03999 0.0081 0.00289 0.0027 0.00004 0.005 106.981 148.826 112.876
0.232744 1.777901 0.250572 -5.391029 0.81634 0.429484 1 25.82 0.0042 0.03852 0.01636 0.01199 0.01284 0.197 0.02199 0.00677 0.0028 0.00226 0.00004 0.00462 106.821 125.394 110.568
0.260015 2.017753 0.249494 -5.115212 0.779612 0.644954 1 21.875 0.01062 0.05408 0.02455 0.01886 0.01803 0.263 0.03202 0.00994 0.00332 0.00331 0.00006 0.00608 90.264 102.145 95.385
0.277948 2.398422 0.265699 -4.913885 0.790117 0.594387 1 19.2 0.0222 0.0532 0.02139 0.01783 0.01773 0.361 0.03121 0.01865 0.00576 0.00622 0.0001 0.01038 85.545 115.697 100.77
0.327978 2.645959 0.155097 -4.441519 0.770466 0.544805 1 19.055 0.01823 0.06799 0.02876 0.02451 0.02266 0.364 0.04024 0.01168 0.00415 0.00389 0.00007 0.00694 84.51 108.664 96.106
0.260633 2.232576 0.210458 -5.132032 0.778747 0.576084 1 19.659 0.01825 0.05377 0.0219 0.01841 0.01792 0.296 0.03156 0.01283 0.00371 0.00428 0.00007 0.00702 87.549 107.715 95.605
0.264666 2.428306 0.146948 -5.022288 0.787896 0.55461 1 20.536 0.01237 0.04114 0.01751 0.01421 0.01371 0.216 0.02427 0.01053 0.00348 0.00351 0.00006 0.00606 95.628 110.019 100.96
0.177275 2.053601 0.078202 -6.025367 0.772416 0.576644 1 22.244 0.00882 0.03831 0.01552 0.01343 0.01277 0.202 0.02223 0.00742 0.00258 0.00247 0.00004 0.00432 87.804 102.305 98.804
0.242119 3.099301 0.343073 -5.288912 0.729586 0.556494 1 13.893 0.0547 0.08037 0.0351 0.03022 0.02679 0.435 0.04795 0.01254 0.0042 0.00418 0.00004 0.00747 75.344 205.56 176.858
0.200423 3.098256 0.315903 -5.657899 0.727747 0.583574 1 16.176 0.02782 0.06321 0.02877 0.02493 0.02107 0.331 0.03852 0.00659 0.00244 0.0022 0.00002 0.00406 155.495 200.125 180.978
0.144614 2.654271 0.335753 -6.366916 0.712199 0.598714 1 15.924 0.03151 0.06219 0.02784 0.02415 0.02073 0.327 0.03759 0.00488 0.00194 0.00163 0.00002 0.00321 141.047 202.45 178.222
0.220968 3.13655 0.299549 -5.515071 0.740837 0.602874 1 13.922 0.04824 0.11012 0.04683 0.04159 0.03671 0.58 0.06511 0.00862 0.00312 0.00287 0.00003 0.0052 125.61 227.381 176.281
0.194052 3.007096 0.299793 -5.783272 0.743937 0.599371 1 14.739 0.04214 0.11363 0.04802 0.04254 0.03788 0.65 0.06727 0.0071 0.00254 0.00237 0.00003 0.00448 74.677 211.35 173.898
0.332086 3.671155 0.375531 -4.379411 0.745526 0.590951 1 11.866 0.07223 0.06892 0.03455 0.02768 0.02297 0.442 0.04313 0.01172 0.00419 0.00391 0.00004 0.00709 144.878 225.93 179.711
0.301952 3.317586 0.389232 -4.508984 0.733165 0.65341 1 11.744 0.08725 0.10949 0.05114 0.04282 0.0365 0.634 0.0664 0.01161 0.00453 0.00387 0.00004 0.00742 78.032 206.008 166.605
0.13412 2.344876 0.207156 -6.411497 0.71436 0.501037 1 19.664 0.01658 0.13262 0.0569 0.04962 0.04421 0.772 0.07959 0.00672 0.00227 0.00224 0.00003 0.00419 147.226 163.335 151.955
0.186489 2.344336 0.08784 -5.952058 0.734504 0.454444 1 18.78 0.01914 0.0715 0.03051 0.02521 0.02383 0.383 0.0419 0.0075 0.00256 0.0025 0.00003 0.00459 142.299 164.989 148.272
0.160809 2.080121 0.17352 -6.152551 0.69779 0.447456 1 20.969 0.01211 0.10024 0.04398 0.03794 0.03341 0.637 0.05925 0.00574 0.00226 0.00191 0.00003 0.00382 76.596 161.469 152.125
0.160812 2.143851 0.188056 -6.251425 0.71217 0.50238 1 22.219 0.0085 0.06185 0.02764 0.02321 0.02062 0.307 0.03716 0.00587 0.00196 0.00196 0.00002 0.00358 68.401 172.975 157.821
0.164916 2.344348 0.180528 -6.247076 0.705658 0.447285 1 21.693 0.01018 0.05439 0.02571 0.01909 0.01813 0.283 0.03272 0.00602 0.00197 0.00201 0.00002 0.00369 149.605 163.267 157.447
0.151709 2.473239 0.194627 -6.41744 0.693429 0.366329 1 22.663 0.00852 0.05417 0.02809 0.02024 0.01806 0.307 0.03381 0.00535 0.00184 0.00178 0.00002 0.00342 144.811 168.913 159.116
0.340623 2.671825 0.265315 -4.020042 0.714485 0.629574 1 15.338 0.08151 0.06406 0.03088 0.02174 0.02135 0.342 0.03886 0.02228 0.00623 0.00743 0.0001 0.0128 116.187 143.946 125.036
0.260375 2.441612 0.202146 -5.159169 0.690892 0.57101 1 15.433 0.10323 0.07625 0.03908 0.0263 0.02542 0.422 0.04689 0.02478 0.00655 0.00826 0.00011 0.01378 96.206 140.557 125.791
0.378483 2.634633 0.242861 -3.760348 0.674953 0.638545 1 12.435 0.16744 0.10833 0.05783 0.03963 0.03611 0.659 0.06734 0.03476 0.0099 0.01159 0.00015 0.01936 99.77 141.756 126.512
0.370961 2.991063 0.260481 -3.700544 0.656846 0.671299 1 8.867 0.31482 0.16074 0.06196 0.04791 0.05358 0.891 0.09178 0.06433 0.01522 0.02144 0.00026 0.03316 116.346 141.068 125.641
0.356881 2.638279 0.310163 -4.20273 0.643327 0.639808 1 15.06 0.11843 0.09669 0.05174 0.03672 0.03223 0.584 0.0617 0.02716 0.00909 0.00905 0.00012 0.01551 75.632 150.449 128.451
0.444774 2.690917 0.270641 -3.269487 0.641418 0.596362 1 10.489 0.2593 0.16654 0.06023 0.05005 0.05551 0.93 0.09419 0.05563 0.01628 0.01854 0.00022 0.03011 66.157 586.567 139.224
0.113942 2.004055 0.089267 -6.878393 0.722356 0.296888 1 26.759 0.00495 0.01567 0.01009 0.00659 0.00522 0.107 0.01131 0.00315 0.00136 0.00105 0.00002 0.00248 75.349 154.609 150.258
0.093193 2.065477 0.14478 -7.111576 0.691483 0.263654 1 28.409 0.00243 0.01406 0.00871 0.00582 0.00469 0.094 0.0103 0.00229 0.001 0.00076 0.00001 0.00183 128.621 160.267 154.003
0.112878 1.994387 0.210279 -6.997403 0.719974 0.365488 1 27.421 0.00578 0.01979 0.01059 0.00818 0.0066 0.126 0.01346 0.00349 0.00134 0.00116 0.00002 0.00257 133.608 160.368 149.689
0.106802 2.129924 0.18455 -6.981201 0.67793 0.334171 1 29.746 0.00233 0.01567 0.00928 0.00632 0.00522 0.097 0.01064 0.00204 0.00092 0.00068 0.00001 0.00168 144.148 163.736 155.078
0.105306 2.499148 0.249172 -6.600023 0.700246 0.393563 1 26.833 0.00659 0.01898 0.01267 0.00788 0.00633 0.137 0.0145 0.00346 0.00122 0.00115 0.00002 0.00258 133.751 157.765 151.884
0.11513 2.296873 0.160686 -6.739151 0.676066 0.311369 1 29.928 0.00238 0.01364 0.00993 0.00576 0.00455 0.093 0.01024 0.00225 0.00096 0.00075 0.00001 0.00174 132.857 157.339 151.989
0.185668 2.608749 0.278679 -5.845099 0.740539 0.497554 1 21.934 0.00947 0.05312 0.02084 0.01815 0.01771 0.275 0.03044 0.01351 0.00389 0.0045 0.00004 0.00766 80.297 208.9 193.03
0.23252 2.550961 0.256454 -5.25832 0.727863 0.436084 1 23.239 0.00704 0.03576 0.01852 0.01439 0.01192 0.207 0.02286 0.01112 0.00337 0.00371 0.00003 0.00621 89.686 223.982 200.714
0.13639 2.502336 0.184378 -6.471427 0.712466 0.338097 1 22.407 0.0083 0.02855 0.01307 0.01058 0.00952 0.155 0.01761 0.01105 0.00339 0.00368 0.00003 0.00609 199.02 220.315 208.519
0.268144 2.376749 0.212054 -4.876336 0.722085 0.498877 1 21.305 0.01316 0.03831 0.01767 0.01483 0.01277 0.21 0.02378 0.01506 0.00485 0.00502 0.00004 0.00841 189.621 221.3 204.664
0.177807 2.489191 0.250283 -5.96304 0.722254 0.441097 1 23.671 0.0062 0.02583 0.01301 0.01017 0.00861 0.149 0.0168 0.00964 0.0028 0.00321 0.00003 0.00534 185.258 232.706 210.141
0.115515 2.938114 0.181701 -6.729713 0.715121 0.331508 1 21.864 0.01048 0.0332 0.01604 0.01284 0.01107 0.209 0.02105 0.00905 0.00246 0.00302 0.00002 0.00495 92.02 226.355 206.327
0.274407 2.702355 0.261549 -4.673241 0.662668 0.407701 1 23.693 0.06051 0.02389 0.01271 0.00832 0.00796 0.235 0.01843 0.01211 0.00385 0.00404 0.00006 0.00856 69.085 492.892 151.872
0.170106 2.640798 0.27328 -6.051233 0.653823 0.450798 1 26.356 0.01554 0.01818 0.01312 0.00747 0.00606 0.148 0.01458 0.00642 0.00207 0.00214 0.00003 0.00476 71.948 442.557 158.219
0.28278 2.975889 0.372114 -4.597834 0.676023 0.486738 1 25.69 0.01802 0.0227 0.01652 0.00971 0.00757 0.175 0.01725 0.00731 0.00261 0.00244 0.00003 0.00555 79.032 450.247 170.756
0.251972 2.816781 0.393056 -4.913137 0.655239 0.470422 1 25.02 0.00856 0.01851 0.01151 0.00744 0.00617 0.129 0.01279 0.00472 0.00194 0.00157 0.00003 0.00462 82.063 442.824 178.285
0.220657 2.925862 0.389295 -5.517173 0.58271 0.462516 1 24.581 0.00681 0.02038 0.01075 0.00631 0.00679 0.124 0.01299 0.00381 0.00128 0.00127 0.00002 0.00404 93.978 233.481 217.116
0.152428 2.68624 0.279933 -6.186128 0.68413 0.487756 1 24.743 0.0235 0.02548 0.01734 0.01117 0.00849 0.221 0.02008 0.00723 0.00314 0.00241 0.00005 0.00581 88.251 479.697 128.94
0.234809 2.655744 0.281618 -4.711007 0.656182 0.400088 1 27.166 0.01161 0.01603 0.01104 0.0063 0.00534 0.117 0.01169 0.00628 0.00221 0.00209 0.00003 0.0046 83.961 215.293 176.824
0.229892 2.090438 0.160267 -5.418787 0.74148 0.538016 1 18.305 0.01968 0.07761 0.0322 0.02567 0.02587 0.441 0.04479 0.01218 0.00398 0.00406 0.00005 0.00704 83.34 203.522 138.19
0.215558 2.174306 0.142466 -5.44514 0.732903 0.589956 1 18.784 0.01813 0.04115 0.01931 0.0158 0.01372 0.231 0.02503 0.01517 0.00449 0.00506 0.00005 0.00842 79.187 197.173 182.018
0.181988 1.929715 0.143359 -5.944191 0.728421 0.618663 1 19.196 0.0202 0.03867 0.0172 0.0142 0.01289 0.224 0.02343 0.01209 0.00395 0.00403 0.00004 0.00694 79.82 195.107 156.239
0.222716 1.765957 0.12795 -5.594275 0.735546 0.637518 1 18.857 0.01874 0.03706 0.01944 0.01495 0.01235 0.233 0.02362 0.01242 0.00422 0.00414 0.00005 0.00733 80.637 198.109 145.174
0.214075 1.821297 0.087165 -5.540351 0.738245 0.623209 1 18.178 0.01794 0.04451 0.02259 0.01805 0.01484 0.246 0.02791 0.00883 0.00327 0.00294 0.00004 0.00544 81.114 197.238 138.145
0.196535 1.996146 0.115697 -5.825257 0.736964 0.585169 1 18.33 0.01796 0.04641 0.02301 0.01859 0.01547 0.257 0.02857 0.01104 0.00351 0.00368 0.00004 0.00638 79.512 198.966 166.888
0.112856 2.328513 0.152941 -6.890021 0.699787 0.457541 1 26.842 0.01724 0.01614 0.00811 0.0057 0.00538 0.098 0.01033 0.00641 0.00192 0.00214 0.00004 0.0044 109.216 127.533 119.031
0.183572 2.108873 0.195976 -5.892061 0.718839 0.491345 1 26.369 0.00487 0.01428 0.00903 0.00588 0.00476 0.09 0.01022 0.00349 0.00135 0.00116 0.00002 0.0027 105.667 126.632 120.078
0.169923 2.539724 0.20363 -6.135296 0.724045 0.46716 1 23.949 0.0161 0.0211 0.01194 0.0082 0.00703 0.125 0.01412 0.00808 0.00238 0.00269 0.00004 0.00492 100.209 128.143 120.289
0.170633 2.527742 0.217013 -6.112667 0.735136 0.468621 1 26.017 0.01015 0.02164 0.0131 0.00815 0.00721 0.138 0.01516 0.00671 0.00205 0.00224 0.00003 0.00407 104.773 125.306 120.256
0.232209 2.51632 0.254909 -5.436135 0.721308 0.470972 1 23.389 0.00903 0.01898 0.00915 0.00701 0.00633 0.106 0.01201 0.00508 0.0017 0.00169 0.00003 0.00346 86.795 125.213 119.056
0.141422 2.034827 0.178713 -6.448134 0.723096 0.482296 1 25.619 0.00504 0.01471 0.00903 0.00621 0.0049 0.099 0.01043 0.00504 0.00171 0.00168 0.00003 0.00331 109.836 123.723 118.747
0.24308 2.375138 0.320385 -5.301321 0.744064 0.637814 1 17.06 0.03031 0.0805 0.03651 0.03112 0.02683 0.441 0.04932 0.00873 0.00319 0.00291 0.00006 0.00589 93.105 112.777 106.516
0.228319 2.631793 0.322044 -5.333619 0.706687 0.653427 1 17.707 0.02529 0.06688 0.03316 0.02592 0.02229 0.379 0.04128 0.00731 0.00315 0.00244 0.00004 0.00494 105.554 127.611 110.453
0.259451 2.445502 0.300067 -4.378916 0.708144 0.6479 1 19.013 0.02278 0.07154 0.0437 0.02973 0.02385 0.431 0.04879 0.00658 0.00283 0.00219 0.00004 0.00451 107.816 133.344 113.4
0.274387 2.672362 0.304107 -4.654894 0.708617 0.625362 1 16.747 0.0369 0.08689 0.04134 0.03347 0.02896 0.476 0.05279 0.00772 0.00312 0.00257 0.00004 0.00502 100.673 130.27 113.166
0.209191 2.419253 0.306014 -5.634576 0.701404 0.640945 1 17.366 0.02629 0.09211 0.04451 0.0353 0.0307 0.517 0.05643 0.00715 0.0029 0.00238 0.00004 0.00472 104.095 126.609 112.239
0.184985 2.445646 0.23307 -5.866357 0.696049 0.624811 1 18.801 0.01827 0.04543 0.0277 0.01812 0.01514 0.267 0.03026 0.00542 0.00232 0.00181 0.00003 0.00381 109.815 131.731 116.15
0.277227 2.963799 0.397749 -4.796845 0.685057 0.677131 1 18.54 0.02485 0.05139 0.02824 0.01964 0.01713 0.281 0.03273 0.00696 0.00269 0.00232 0.00003 0.00571 79.543 268.796 170.368
0.231723 2.665133 0.288917 -5.410336 0.665945 0.606344 1 15.648 0.04238 0.12047 0.04464 0.04003 0.04016 0.571 0.06725 0.01285 0.00428 0.00428 0.00004 0.00757 91.802 253.792 208.083
0.209863 2.465528 0.310746 -5.585259 0.661735 0.606273 1 18.702 0.01728 0.06165 0.0253 0.02076 0.02055 0.297 0.03527 0.00546 0.00215 0.00182 0.00002 0.00376 148.691 219.29 198.458
0.189032 2.470746 0.213353 -5.898673 0.632631 0.536102 1 18.687 0.0201 0.0335 0.01506 0.01177 0.01117 0.18 0.01997 0.00568 0.00211 0.00189 0.00002 0.0037 86.232 231.508 202.805
0.159777 2.576563 0.220617 -6.132663 0.630409 0.49748 1 20.68 0.01049 0.04426 0.02006 0.01558 0.01475 0.228 0.02662 0.00301 0.00133 0.001 0.00001 0.00254 164.168 241.35 202.544
0.232861 2.840556 0.345238 -5.456811 0.574282 0.566849 1 20.366 0.01493 0.04137 0.01909 0.01478 0.01379 0.225 0.02536 0.00506 0.00188 0.00169 0.00002 0.00352 87.638 263.872 223.361
0.457533 3.413649 0.414758 -3.297668 0.793509 0.56161 1 12.359 0.0753 0.11411 0.08808 0.05426 0.03804 0.821 0.08143 0.02589 0.00946 0.00863 0.00009 0.01568 151.451 191.759 169.774
0.336085 3.142364 0.355736 -4.276605 0.768974 0.478024 1 14.367 0.06057 0.08595 0.06359 0.04101 0.02865 0.618 0.0605 0.02546 0.00819 0.00849 0.00008 0.01466 161.34 216.814 183.52
0.418646 3.274865 0.335357 -3.377325 0.764036 0.55287 1 12.298 0.08069 0.10422 0.06824 0.0458 0.03474 0.722 0.07118 0.02987 0.01027 0.00996 0.00009 0.01719 165.982 216.302 188.62
0.270173 2.910213 0.262281 -4.892495 0.775708 0.427627 1 14.989 0.07889 0.10546 0.0646 0.04265 0.03515 0.833 0.0717 0.02756 0.00963 0.00919 0.00008 0.01627 177.258 565.74 202.632
0.301487 2.958815 0.340256 -4.484303 0.762726 0.507826 1 12.529 0.10952 0.08096 0.06259 0.03714 0.02699 0.784 0.0583 0.03225 0.01154 0.01075 0.0001 0.01872 149.442 211.961 186.695
0.527367 3.079221 0.450493 -2.434031 0.76832 0.625866 1 8.441 0.21713 0.16942 0.13778 0.0794 0.05647 1.302 0.11908 0.05401 0.01958 0.018 0.00016 0.03107 168.793 224.429 192.818
0.454721 3.184027 0.356224 -2.839756 0.754449 0.584164 1 9.449 0.16265 0.12851 0.08318 0.05556 0.04284 1.018 0.08684 0.04705 0.01699 0.01568 0.00014 0.02714 174.478 233.099 198.116
0.168581 2.01353 0.246404 -4.865194 0.670475 0.566867 1 21.52 0.04179 0.04019 0.02056 0.01399 0.0134 0.241 0.02534 0.01164 0.00332 0.00388 0.00006 0.00684 98.25 139.644 121.345
0.247455 2.45113 0.175691 -4.239028 0.659333 0.65168 1 21.824 0.04611 0.04451 0.02018 0.01405 0.01484 0.236 0.02682 0.01179 0.003 0.00393 0.00006 0.00692 88.833 128.442 119.1
0.206256 2.439597 0.207914 -3.583722 0.652025 0.6283 1 22.431 0.02631 0.04977 0.02402 0.01804 0.01659 0.276 0.03087 0.01067 0.003 0.00356 0.00005 0.00647 95.654 127.349 117.87
0.220546 2.699645 0.230532 -5.4351 0.623731 0.611679 1 22.953 0.03191 0.03615 0.01771 0.01289 0.01205 0.223 0.02293 0.01246 0.00339 0.00415 0.00006 0.00727 94.794 142.369 122.336
0.261305 2.964568 0.303214 -3.444478 0.646786 0.630547 1 19.075 0.10748 0.0783 0.02916 0.02161 0.0261 0.438 0.04912 0.03351 0.00718 0.01117 0.00015 0.01813 100.757 134.209 117.963
0.249703 2.8923 0.280091 -5.070096 0.627337 0.635015 1 21.534 0.03828 0.04499 0.02157 0.01581 0.015 0.266 0.02852 0.01778 0.00454 0.00593 0.00008 0.00975 97.543 154.284 126.144
0.216638 2.103014 0.234196 -5.498456 0.675865 0.654945 1 19.651 0.02663 0.04079 0.03105 0.0165 0.0136 0.339 0.03235 0.00962 0.00318 0.00321 0.00005 0.00605 112.173 138.752 127.93
0.244948 2.151121 0.259229 -5.185987 0.694571 0.653139 1 20.437 0.02073 0.04736 0.04114 0.01994 0.01579 0.406 0.04009 0.00896 0.00316 0.00299 0.00005 0.00581 77.022 124.393 114.238
0.238281 2.442906 0.226528 -5.283009 0.684373 0.577802 1 19.388 0.0281 0.04933 0.02931 0.01722 0.01644 0.325 0.03273 0.01057 0.00329 0.00352 0.00005 0.00619 107.802 135.738 115.322
0.22052 2.408689 0.24275 -5.529833 0.719576 0.685151 1 18.954 0.02707 0.05592 0.03091 0.0194 0.01864 0.369 0.03658 0.01097 0.0034 0.00366 0.00006 0.00651 91.121 126.778 114.554
0.212386 1.871871 0.184896 -5.617124 0.673086 0.557045 1 21.219 0.01435 0.02902 0.01363 0.01033 0.00967 0.155 0.01756 0.00873 0.00284 0.00291 0.00005 0.00519 97.527 131.669 112.15
0.367233 2.560422 0.396746 -2.929379 0.674562 0.671378 1 18.447 0.03882 0.04736 0.02073 0.01553 0.01579 0.272 0.02814 0.0148 0.00461 0.00493 0.00009 0.00907 85.902 142.83 102.273
0.119652 2.235197 0.17227 -6.816086 0.628232 0.469928 0 24.078 0.0062 0.04231 0.01621 0.01426 0.0141 0.217 0.02448 0.00462 0.00153 0.00154 0.00001 0.00277 102.137 244.663 236.2
0.091604 1.852402 0.176316 -7.018057 0.62671 0.384868 0 24.679 0.00533 0.02089 0.00882 0.00747 0.00696 0.116 0.01242 0.00519 0.00159 0.00173 0.00001 0.00303 229.256 243.709 237.323
0.075587 1.881767 0.160414 -7.517934 0.628058 0.440988 0 21.083 0.0091 0.03557 0.01367 0.0123 0.01186 0.197 0.0203 0.00616 0.00186 0.00205 0.00001 0.00339 237.303 264.919 260.105
0.202879 2.88245 0.164529 -5.736781 0.725216 0.372222 0 19.269 0.01337 0.03836 0.01439 0.01272 0.01279 0.189 0.02177 0.0147 0.00448 0.0049 0.00004 0.00803 90.794 217.627 197.569
0.100881 2.266432 0.073298 -7.169701 0.646167 0.371837 0 21.02 0.00965 0.03529 0.01344 0.01191 0.01176 0.212 0.02018 0.00949 0.00283 0.00316 0.00002 0.00517 219.783 245.135 240.301
0.09622 2.095237 0.171088 -7.3045 0.646818 0.522812 0 21.528 0.01049 0.03253 0.01255 0.01121 0.01084 0.181 0.01897 0.00837 0.00237 0.00279 0.00002 0.00451 239.17 272.21 244.99
0.160376 2.193412 0.218885 -6.323531 0.7567 0.413295 0 26.436 0.00435 0.01992 0.0114 0.00786 0.00664 0.129 0.01358 0.00499 0.0019 0.00166 0.00003 0.00355 105.715 133.374 112.547
0.174152 1.889002 0.192375 -6.085567 0.776158 0.36909 0 26.55 0.0043 0.02261 0.01285 0.0095 0.00754 0.133 0.01484 0.0051 0.002 0.0017 0.00003 0.00356 100.139 113.597 110.739
0.179677 1.852542 0.19215 -5.943501 0.7667 0.380253 0 26.547 0.00478 0.02245 0.01148 0.00905 0.00748 0.133 0.01472 0.00514 0.00203 0.00171 0.00003 0.00349 96.913 116.443 113.715
0.163118 1.872946 0.229298 -6.012559 0.756482 0.387482 0 25.445 0.0059 0.02643 0.01318 0.01062 0.00881 0.145 0.01657 0.00528 0.00218 0.00176 0.00003 0.00353 99.923 144.466 117.004
0.184067 1.974857 0.197938 -5.966779 0.761255 0.405991 0 26.005 0.00401 0.02436 0.01133 0.00933 0.00812 0.137 0.01503 0.0048 0.00199 0.0016 0.00003 0.00332 108.634 123.109 115.38
0.174429 2.004719 0.109256 -6.016891 0.763242 0.361232 0 26.143 0.00415 0.02623 0.01331 0.01021 0.00874 0.155 0.01725 0.00507 0.00213 0.00169 0.00003 0.00346 108.97 129.038 116.388
0.132703 2.449763 0.197919 -6.486822 0.745957 0.39661 1 24.151 0.0057 0.02184 0.0123 0.00886 0.00728 0.132 0.01469 0.00406 0.00162 0.00135 0.00002 0.00314 129.859 190.204 151.737
0.160306 2.251553 0.182459 -6.311987 0.762508 0.402591 1 24.412 0.00488 0.02518 0.01309 0.00956 0.00839 0.142 0.01574 0.00456 0.00186 0.00152 0.00002 0.00309 138.99 158.359 148.79
0.19273 2.845109 0.240875 -5.711205 0.778349 0.398499 1 23.683 0.0054 0.02175 0.01263 0.00876 0.00725 0.131 0.0145 0.00612 0.00231 0.00204 0.00003 0.00392 135.041 155.982 148.143
0.144105 2.264226 0.183218 -6.261446 0.75932 0.352396 1 23.133 0.00611 0.03964 0.02148 0.01574 0.01321 0.237 0.02551 0.00619 0.00233 0.00206 0.00003 0.00396 144.736 163.441 150.44
0.19771 2.679185 0.216204 -5.704053 0.768845 0.408598 1 22.866 0.00639 0.02849 0.01559 0.01103 0.0095 0.163 0.01831 0.00605 0.00235 0.00202 0.00003 0.00397 141.998 161.078 148.462
0.156368 2.209021 0.109397 -6.27717 0.75718 0.329577 1 23.008 0.00595 0.03464 0.01666 0.01341 0.01155 0.198 0.02145 0.00521 0.00198 0.00174 0.00002 0.00336 144.786 163.417 149.818
0.215724 2.027228 0.191576 -5.61907 0.669565 0.603515 0 23.079 0.00955 0.02592 0.01949 0.01223 0.00864 0.171 0.01909 0.00558 0.0027 0.00186 0.00004 0.00417 106.656 123.925 117.226
0.252404 2.120412 0.206768 -5.198864 0.656516 0.663842 0 22.085 0.01179 0.02429 0.01756 0.01144 0.0081 0.163 0.01795 0.0078 0.00346 0.0026 0.00005 0.00531 99.503 217.552 116.848
0.214346 2.058658 0.133917 -5.592584 0.654331 0.598515 0 24.199 0.00737 0.02001 0.01691 0.0099 0.00667 0.136 0.01564 0.00403 0.00192 0.00134 0.00003 0.00314 96.983 177.291 116.286
0.120605 2.161936 0.15331 -6.431119 0.667654 0.566424 0 23.958 0.01397 0.0246 0.01491 0.00972 0.0082 0.154 0.0166 0.00762 0.00263 0.00254 0.00004 0.00496 86.228 592.03 116.556
0.138868 2.152083 0.116636 -6.359018 0.663884 0.528485 0 25.023 0.0068 0.01892 0.01144 0.00789 0.00631 0.117 0.013 0.00345 0.00148 0.00115 0.00002 0.00267 94.246 581.289 116.342
0.121777 1.91399 0.149694 -6.710219 0.659132 0.555303 0 24.775 0.00703 0.01672 0.01095 0.00721 0.00557 0.106 0.01185 0.00439 0.00184 0.00146 0.00003 0.00327 86.647 119.167 114.563
0.112838 2.316346 0.15989 -6.934474 0.683761 0.508479 0 19.368 0.04441 0.04363 0.01758 0.01582 0.01454 0.255 0.02574 0.01235 0.00396 0.00412 0.00003 0.00694 78.228 262.707 201.774
0.13305 2.657476 0.121952 -6.538586 0.657899 0.448439 0 19.517 0.02764 0.07008 0.02745 0.02498 0.02336 0.405 0.04087 0.0079 0.00259 0.00263 0.00003 0.00459 94.261 230.978 174.188
0.168895 2.784312 0.129303 -6.195325 0.683244 0.431674 0 19.147 0.0181 0.04812 0.01879 0.01657 0.01604 0.263 0.02751 0.00994 0.00292 0.00331 0.00003 0.00564 89.488 253.017 209.516
0.131728 2.679772 0.158453 -6.787197 0.655683 0.407567 0 17.883 0.10715 0.03804 0.01667 0.01365 0.01268 0.256 0.02308 0.01873 0.00564 0.00624 0.00008 0.0136 74.287 240.005 174.688
0.123306 2.138608 0.207454 -6.744577 0.643956 0.451221 0 19.02 0.07223 0.03794 0.01588 0.01321 0.01265 0.241 0.02296 0.01109 0.0039 0.0037 0.00004 0.0074 74.904 396.961 198.764
0.148569 2.555477 0.190667 -5.724056 0.664357 0.462803 0 21.209 0.04398 0.03078 0.01373 0.01161 0.01026 0.19 0.01884 0.00885 0.00317 0.00295 0.00003 0.00567 77.973 260.277 214.289




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time31 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 31 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232107&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]31 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232107&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232107&T=0

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time31 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net







Goodness of Fit
Correlation0.6856
R-squared0.4701
RMSE0.3136

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.6856 \tabularnewline
R-squared & 0.4701 \tabularnewline
RMSE & 0.3136 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232107&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.6856[/C][/ROW]
[ROW][C]R-squared[/C][C]0.4701[/C][/ROW]
[ROW][C]RMSE[/C][C]0.3136[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232107&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232107&T=1

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Goodness of Fit
Correlation0.6856
R-squared0.4701
RMSE0.3136







Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
1110
2110
3110
4110
5110
610.760.24
710.760.24
810.6944444444444440.305555555555556
9110
10110
11110
12110
1310.6944444444444440.305555555555556
14110
1510.760.24
16110
17110
18110
19110
20110
21110
22110
23110
24110
25110
26110
27110
28110
2910.2250.775
3010.760.24
3100.225-0.225
3200.225-0.225
3300.225-0.225
3400.225-0.225
3500.225-0.225
3600.225-0.225
37110
38110
39110
40110
41110
4210.2250.775
4300.225-0.225
4400.225-0.225
4500.225-0.225
4600.225-0.225
4700.225-0.225
4800.225-0.225
4900.76-0.76
5000.76-0.76
5100.225-0.225
5200.225-0.225
5300.225-0.225
5400.225-0.225
5510.760.24
5610.760.24
5710.760.24
5810.760.24
5910.760.24
6010.760.24
6100.225-0.225
6200.225-0.225
6300.225-0.225
6400.225-0.225
6500.225-0.225
6600.225-0.225
67110
68110
6910.6944444444444440.305555555555556
7010.6944444444444440.305555555555556
7110.6944444444444440.305555555555556
72110
73110
7410.760.24
75110
7610.760.24
7710.760.24
7810.760.24
7910.760.24
80110
8110.6944444444444440.305555555555556
82110
8310.6944444444444440.305555555555556
8410.6944444444444440.305555555555556
85110
86110
87110
88110
89110
90110
91110
92110
9310.6944444444444440.305555555555556
9410.6944444444444440.305555555555556
9510.6944444444444440.305555555555556
9610.6944444444444440.305555555555556
97110
98110
99110
100110
101110
102110
103110
10410.2250.775
10510.2250.775
10610.2250.775
10710.2250.775
108110
10910.2250.775
110110
111110
11210.6944444444444440.305555555555556
113110
114110
11510.2250.775
116110
117110
118110
119110
120110
121110
122110
12310.6944444444444440.305555555555556
12410.6944444444444440.305555555555556
12510.6944444444444440.305555555555556
12610.6944444444444440.305555555555556
12710.6944444444444440.305555555555556
12810.6944444444444440.305555555555556
12910.2250.775
13010.760.24
131110
132110
133110
13410.6944444444444440.305555555555556
135110
136110
137110
138110
139110
140110
141110
142110
143110
144110
145110
146110
147110
148110
149110
150110
151110
152110
153110
15410.760.24
15510.6944444444444440.305555555555556
156110
157110
158110
159110
16010.760.24
16110.760.24
162110
163110
16410.6944444444444440.305555555555556
165110
16600.225-0.225
16700.225-0.225
16800.225-0.225
16900.694444444444444-0.694444444444444
17000.225-0.225
17100.225-0.225
17200.76-0.76
17300.694444444444444-0.694444444444444
17400.694444444444444-0.694444444444444
17500.76-0.76
17600.76-0.76
17700.694444444444444-0.694444444444444
178110
17910.6944444444444440.305555555555556
180110
18110.6944444444444440.305555555555556
182110
18310.6944444444444440.305555555555556
18400.694444444444444-0.694444444444444
18500.76-0.76
18600.694444444444444-0.694444444444444
18700.694444444444444-0.694444444444444
18800.694444444444444-0.694444444444444
18900.225-0.225
19000.225-0.225
19100.694444444444444-0.694444444444444
19200.694444444444444-0.694444444444444
19300.225-0.225
19400.225-0.225
19500.694444444444444-0.694444444444444

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 1 & 1 & 0 \tabularnewline
2 & 1 & 1 & 0 \tabularnewline
3 & 1 & 1 & 0 \tabularnewline
4 & 1 & 1 & 0 \tabularnewline
5 & 1 & 1 & 0 \tabularnewline
6 & 1 & 0.76 & 0.24 \tabularnewline
7 & 1 & 0.76 & 0.24 \tabularnewline
8 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
9 & 1 & 1 & 0 \tabularnewline
10 & 1 & 1 & 0 \tabularnewline
11 & 1 & 1 & 0 \tabularnewline
12 & 1 & 1 & 0 \tabularnewline
13 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
14 & 1 & 1 & 0 \tabularnewline
15 & 1 & 0.76 & 0.24 \tabularnewline
16 & 1 & 1 & 0 \tabularnewline
17 & 1 & 1 & 0 \tabularnewline
18 & 1 & 1 & 0 \tabularnewline
19 & 1 & 1 & 0 \tabularnewline
20 & 1 & 1 & 0 \tabularnewline
21 & 1 & 1 & 0 \tabularnewline
22 & 1 & 1 & 0 \tabularnewline
23 & 1 & 1 & 0 \tabularnewline
24 & 1 & 1 & 0 \tabularnewline
25 & 1 & 1 & 0 \tabularnewline
26 & 1 & 1 & 0 \tabularnewline
27 & 1 & 1 & 0 \tabularnewline
28 & 1 & 1 & 0 \tabularnewline
29 & 1 & 0.225 & 0.775 \tabularnewline
30 & 1 & 0.76 & 0.24 \tabularnewline
31 & 0 & 0.225 & -0.225 \tabularnewline
32 & 0 & 0.225 & -0.225 \tabularnewline
33 & 0 & 0.225 & -0.225 \tabularnewline
34 & 0 & 0.225 & -0.225 \tabularnewline
35 & 0 & 0.225 & -0.225 \tabularnewline
36 & 0 & 0.225 & -0.225 \tabularnewline
37 & 1 & 1 & 0 \tabularnewline
38 & 1 & 1 & 0 \tabularnewline
39 & 1 & 1 & 0 \tabularnewline
40 & 1 & 1 & 0 \tabularnewline
41 & 1 & 1 & 0 \tabularnewline
42 & 1 & 0.225 & 0.775 \tabularnewline
43 & 0 & 0.225 & -0.225 \tabularnewline
44 & 0 & 0.225 & -0.225 \tabularnewline
45 & 0 & 0.225 & -0.225 \tabularnewline
46 & 0 & 0.225 & -0.225 \tabularnewline
47 & 0 & 0.225 & -0.225 \tabularnewline
48 & 0 & 0.225 & -0.225 \tabularnewline
49 & 0 & 0.76 & -0.76 \tabularnewline
50 & 0 & 0.76 & -0.76 \tabularnewline
51 & 0 & 0.225 & -0.225 \tabularnewline
52 & 0 & 0.225 & -0.225 \tabularnewline
53 & 0 & 0.225 & -0.225 \tabularnewline
54 & 0 & 0.225 & -0.225 \tabularnewline
55 & 1 & 0.76 & 0.24 \tabularnewline
56 & 1 & 0.76 & 0.24 \tabularnewline
57 & 1 & 0.76 & 0.24 \tabularnewline
58 & 1 & 0.76 & 0.24 \tabularnewline
59 & 1 & 0.76 & 0.24 \tabularnewline
60 & 1 & 0.76 & 0.24 \tabularnewline
61 & 0 & 0.225 & -0.225 \tabularnewline
62 & 0 & 0.225 & -0.225 \tabularnewline
63 & 0 & 0.225 & -0.225 \tabularnewline
64 & 0 & 0.225 & -0.225 \tabularnewline
65 & 0 & 0.225 & -0.225 \tabularnewline
66 & 0 & 0.225 & -0.225 \tabularnewline
67 & 1 & 1 & 0 \tabularnewline
68 & 1 & 1 & 0 \tabularnewline
69 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
70 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
71 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
72 & 1 & 1 & 0 \tabularnewline
73 & 1 & 1 & 0 \tabularnewline
74 & 1 & 0.76 & 0.24 \tabularnewline
75 & 1 & 1 & 0 \tabularnewline
76 & 1 & 0.76 & 0.24 \tabularnewline
77 & 1 & 0.76 & 0.24 \tabularnewline
78 & 1 & 0.76 & 0.24 \tabularnewline
79 & 1 & 0.76 & 0.24 \tabularnewline
80 & 1 & 1 & 0 \tabularnewline
81 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
82 & 1 & 1 & 0 \tabularnewline
83 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
84 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
85 & 1 & 1 & 0 \tabularnewline
86 & 1 & 1 & 0 \tabularnewline
87 & 1 & 1 & 0 \tabularnewline
88 & 1 & 1 & 0 \tabularnewline
89 & 1 & 1 & 0 \tabularnewline
90 & 1 & 1 & 0 \tabularnewline
91 & 1 & 1 & 0 \tabularnewline
92 & 1 & 1 & 0 \tabularnewline
93 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
94 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
95 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
96 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
97 & 1 & 1 & 0 \tabularnewline
98 & 1 & 1 & 0 \tabularnewline
99 & 1 & 1 & 0 \tabularnewline
100 & 1 & 1 & 0 \tabularnewline
101 & 1 & 1 & 0 \tabularnewline
102 & 1 & 1 & 0 \tabularnewline
103 & 1 & 1 & 0 \tabularnewline
104 & 1 & 0.225 & 0.775 \tabularnewline
105 & 1 & 0.225 & 0.775 \tabularnewline
106 & 1 & 0.225 & 0.775 \tabularnewline
107 & 1 & 0.225 & 0.775 \tabularnewline
108 & 1 & 1 & 0 \tabularnewline
109 & 1 & 0.225 & 0.775 \tabularnewline
110 & 1 & 1 & 0 \tabularnewline
111 & 1 & 1 & 0 \tabularnewline
112 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
113 & 1 & 1 & 0 \tabularnewline
114 & 1 & 1 & 0 \tabularnewline
115 & 1 & 0.225 & 0.775 \tabularnewline
116 & 1 & 1 & 0 \tabularnewline
117 & 1 & 1 & 0 \tabularnewline
118 & 1 & 1 & 0 \tabularnewline
119 & 1 & 1 & 0 \tabularnewline
120 & 1 & 1 & 0 \tabularnewline
121 & 1 & 1 & 0 \tabularnewline
122 & 1 & 1 & 0 \tabularnewline
123 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
124 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
125 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
126 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
127 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
128 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
129 & 1 & 0.225 & 0.775 \tabularnewline
130 & 1 & 0.76 & 0.24 \tabularnewline
131 & 1 & 1 & 0 \tabularnewline
132 & 1 & 1 & 0 \tabularnewline
133 & 1 & 1 & 0 \tabularnewline
134 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
135 & 1 & 1 & 0 \tabularnewline
136 & 1 & 1 & 0 \tabularnewline
137 & 1 & 1 & 0 \tabularnewline
138 & 1 & 1 & 0 \tabularnewline
139 & 1 & 1 & 0 \tabularnewline
140 & 1 & 1 & 0 \tabularnewline
141 & 1 & 1 & 0 \tabularnewline
142 & 1 & 1 & 0 \tabularnewline
143 & 1 & 1 & 0 \tabularnewline
144 & 1 & 1 & 0 \tabularnewline
145 & 1 & 1 & 0 \tabularnewline
146 & 1 & 1 & 0 \tabularnewline
147 & 1 & 1 & 0 \tabularnewline
148 & 1 & 1 & 0 \tabularnewline
149 & 1 & 1 & 0 \tabularnewline
150 & 1 & 1 & 0 \tabularnewline
151 & 1 & 1 & 0 \tabularnewline
152 & 1 & 1 & 0 \tabularnewline
153 & 1 & 1 & 0 \tabularnewline
154 & 1 & 0.76 & 0.24 \tabularnewline
155 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
156 & 1 & 1 & 0 \tabularnewline
157 & 1 & 1 & 0 \tabularnewline
158 & 1 & 1 & 0 \tabularnewline
159 & 1 & 1 & 0 \tabularnewline
160 & 1 & 0.76 & 0.24 \tabularnewline
161 & 1 & 0.76 & 0.24 \tabularnewline
162 & 1 & 1 & 0 \tabularnewline
163 & 1 & 1 & 0 \tabularnewline
164 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
165 & 1 & 1 & 0 \tabularnewline
166 & 0 & 0.225 & -0.225 \tabularnewline
167 & 0 & 0.225 & -0.225 \tabularnewline
168 & 0 & 0.225 & -0.225 \tabularnewline
169 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
170 & 0 & 0.225 & -0.225 \tabularnewline
171 & 0 & 0.225 & -0.225 \tabularnewline
172 & 0 & 0.76 & -0.76 \tabularnewline
173 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
174 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
175 & 0 & 0.76 & -0.76 \tabularnewline
176 & 0 & 0.76 & -0.76 \tabularnewline
177 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
178 & 1 & 1 & 0 \tabularnewline
179 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
180 & 1 & 1 & 0 \tabularnewline
181 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
182 & 1 & 1 & 0 \tabularnewline
183 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
184 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
185 & 0 & 0.76 & -0.76 \tabularnewline
186 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
187 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
188 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
189 & 0 & 0.225 & -0.225 \tabularnewline
190 & 0 & 0.225 & -0.225 \tabularnewline
191 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
192 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
193 & 0 & 0.225 & -0.225 \tabularnewline
194 & 0 & 0.225 & -0.225 \tabularnewline
195 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232107&T=2

[TABLE]
[ROW][C]Actuals, Predictions, and Residuals[/C][/ROW]
[ROW][C]#[/C][C]Actuals[/C][C]Forecasts[/C][C]Residuals[/C][/ROW]
[ROW][C]1[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]3[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]4[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]5[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]6[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]7[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]8[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]9[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]10[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]11[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]12[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]13[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]14[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]15[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]16[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]17[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]18[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]19[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]20[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]21[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]22[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]23[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]24[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]25[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]26[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]27[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]28[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]29[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]30[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]31[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]32[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]33[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]34[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]35[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]36[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]37[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]38[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]39[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]40[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]41[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]42[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]43[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]44[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]45[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]46[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]47[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]48[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]49[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]50[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]51[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]52[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]53[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]54[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]55[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]56[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]57[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]58[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]59[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]60[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]61[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]62[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]63[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]64[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]65[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]66[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]67[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]68[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]69[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]70[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]71[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]72[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]73[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]74[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]75[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]76[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]77[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]78[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]79[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]80[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]81[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]82[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]83[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]84[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]85[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]86[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]87[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]88[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]89[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]90[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]91[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]92[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]93[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]94[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]95[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]96[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]97[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]98[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]99[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]100[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]101[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]102[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]103[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]104[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]105[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]106[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]107[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]108[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]109[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]110[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]111[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]112[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]113[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]114[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]115[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]116[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]117[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]118[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]119[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]120[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]121[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]122[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]123[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]124[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]125[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]126[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]127[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]128[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]129[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]130[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]131[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]132[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]133[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]134[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]135[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]136[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]137[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]138[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]139[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]140[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]141[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]142[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]143[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]144[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]145[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]146[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]147[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]148[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]149[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]150[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]151[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]152[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]153[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]154[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]155[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]156[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]157[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]158[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]159[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]160[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]161[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]162[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]163[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]164[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]165[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]166[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]167[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]168[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]169[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]170[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]171[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]172[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]173[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]174[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]175[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]176[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]177[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]178[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]179[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]180[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]181[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]182[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]183[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]184[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]185[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]186[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]187[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]188[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]189[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]190[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]191[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]192[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]193[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]194[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]195[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232107&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232107&T=2

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
1110
2110
3110
4110
5110
610.760.24
710.760.24
810.6944444444444440.305555555555556
9110
10110
11110
12110
1310.6944444444444440.305555555555556
14110
1510.760.24
16110
17110
18110
19110
20110
21110
22110
23110
24110
25110
26110
27110
28110
2910.2250.775
3010.760.24
3100.225-0.225
3200.225-0.225
3300.225-0.225
3400.225-0.225
3500.225-0.225
3600.225-0.225
37110
38110
39110
40110
41110
4210.2250.775
4300.225-0.225
4400.225-0.225
4500.225-0.225
4600.225-0.225
4700.225-0.225
4800.225-0.225
4900.76-0.76
5000.76-0.76
5100.225-0.225
5200.225-0.225
5300.225-0.225
5400.225-0.225
5510.760.24
5610.760.24
5710.760.24
5810.760.24
5910.760.24
6010.760.24
6100.225-0.225
6200.225-0.225
6300.225-0.225
6400.225-0.225
6500.225-0.225
6600.225-0.225
67110
68110
6910.6944444444444440.305555555555556
7010.6944444444444440.305555555555556
7110.6944444444444440.305555555555556
72110
73110
7410.760.24
75110
7610.760.24
7710.760.24
7810.760.24
7910.760.24
80110
8110.6944444444444440.305555555555556
82110
8310.6944444444444440.305555555555556
8410.6944444444444440.305555555555556
85110
86110
87110
88110
89110
90110
91110
92110
9310.6944444444444440.305555555555556
9410.6944444444444440.305555555555556
9510.6944444444444440.305555555555556
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10910.2250.775
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122110
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12610.6944444444444440.305555555555556
12710.6944444444444440.305555555555556
12810.6944444444444440.305555555555556
12910.2250.775
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18700.694444444444444-0.694444444444444
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18900.225-0.225
19000.225-0.225
19100.694444444444444-0.694444444444444
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19300.225-0.225
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19500.694444444444444-0.694444444444444



Parameters (Session):
par1 = 7 ; par2 = none ; par3 = 3 ; par4 = no ;
Parameters (R input):
par1 = 7 ; par2 = none ; par3 = 3 ; par4 = no ;
R code (references can be found in the software module):
library(party)
library(Hmisc)
par1 <- as.numeric(par1)
par3 <- as.numeric(par3)
x <- data.frame(t(y))
is.data.frame(x)
x <- x[!is.na(x[,par1]),]
k <- length(x[1,])
n <- length(x[,1])
colnames(x)[par1]
x[,par1]
if (par2 == 'kmeans') {
cl <- kmeans(x[,par1], par3)
print(cl)
clm <- matrix(cbind(cl$centers,1:par3),ncol=2)
clm <- clm[sort.list(clm[,1]),]
for (i in 1:par3) {
cl$cluster[cl$cluster==clm[i,2]] <- paste('C',i,sep='')
}
cl$cluster <- as.factor(cl$cluster)
print(cl$cluster)
x[,par1] <- cl$cluster
}
if (par2 == 'quantiles') {
x[,par1] <- cut2(x[,par1],g=par3)
}
if (par2 == 'hclust') {
hc <- hclust(dist(x[,par1])^2, 'cen')
print(hc)
memb <- cutree(hc, k = par3)
dum <- c(mean(x[memb==1,par1]))
for (i in 2:par3) {
dum <- c(dum, mean(x[memb==i,par1]))
}
hcm <- matrix(cbind(dum,1:par3),ncol=2)
hcm <- hcm[sort.list(hcm[,1]),]
for (i in 1:par3) {
memb[memb==hcm[i,2]] <- paste('C',i,sep='')
}
memb <- as.factor(memb)
print(memb)
x[,par1] <- memb
}
if (par2=='equal') {
ed <- cut(as.numeric(x[,par1]),par3,labels=paste('C',1:par3,sep=''))
x[,par1] <- as.factor(ed)
}
table(x[,par1])
colnames(x)
colnames(x)[par1]
x[,par1]
if (par2 == 'none') {
m <- ctree(as.formula(paste(colnames(x)[par1],' ~ .',sep='')),data = x)
}
load(file='createtable')
if (par2 != 'none') {
m <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data = x)
if (par4=='yes') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'10-Fold Cross Validation',3+2*par3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
a<-table.element(a,'Prediction (training)',par3+1,TRUE)
a<-table.element(a,'Prediction (testing)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Actual',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
a<-table.row.end(a)
for (i in 1:10) {
ind <- sample(2, nrow(x), replace=T, prob=c(0.9,0.1))
m.ct <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data =x[ind==1,])
if (i==1) {
m.ct.i.pred <- predict(m.ct, newdata=x[ind==1,])
m.ct.i.actu <- x[ind==1,par1]
m.ct.x.pred <- predict(m.ct, newdata=x[ind==2,])
m.ct.x.actu <- x[ind==2,par1]
} else {
m.ct.i.pred <- c(m.ct.i.pred,predict(m.ct, newdata=x[ind==1,]))
m.ct.i.actu <- c(m.ct.i.actu,x[ind==1,par1])
m.ct.x.pred <- c(m.ct.x.pred,predict(m.ct, newdata=x[ind==2,]))
m.ct.x.actu <- c(m.ct.x.actu,x[ind==2,par1])
}
}
print(m.ct.i.tab <- table(m.ct.i.actu,m.ct.i.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.i.tab[i,i] / sum(m.ct.i.tab[i,]))
numer <- numer + m.ct.i.tab[i,i]
}
print(m.ct.i.cp <- numer / sum(m.ct.i.tab))
print(m.ct.x.tab <- table(m.ct.x.actu,m.ct.x.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.x.tab[i,i] / sum(m.ct.x.tab[i,]))
numer <- numer + m.ct.x.tab[i,i]
}
print(m.ct.x.cp <- numer / sum(m.ct.x.tab))
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (jjj in 1:par3) a<-table.element(a,m.ct.i.tab[i,jjj])
a<-table.element(a,round(m.ct.i.tab[i,i]/sum(m.ct.i.tab[i,]),4))
for (jjj in 1:par3) a<-table.element(a,m.ct.x.tab[i,jjj])
a<-table.element(a,round(m.ct.x.tab[i,i]/sum(m.ct.x.tab[i,]),4))
a<-table.row.end(a)
}
a<-table.row.start(a)
a<-table.element(a,'Overall',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.i.cp,4))
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.x.cp,4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
}
}
m
bitmap(file='test1.png')
plot(m)
dev.off()
bitmap(file='test1a.png')
plot(x[,par1] ~ as.factor(where(m)),main='Response by Terminal Node',xlab='Terminal Node',ylab='Response')
dev.off()
if (par2 == 'none') {
forec <- predict(m)
result <- as.data.frame(cbind(x[,par1],forec,x[,par1]-forec))
colnames(result) <- c('Actuals','Forecasts','Residuals')
print(result)
}
if (par2 != 'none') {
print(cbind(as.factor(x[,par1]),predict(m)))
myt <- table(as.factor(x[,par1]),predict(m))
print(myt)
}
bitmap(file='test2.png')
if(par2=='none') {
op <- par(mfrow=c(2,2))
plot(density(result$Actuals),main='Kernel Density Plot of Actuals')
plot(density(result$Residuals),main='Kernel Density Plot of Residuals')
plot(result$Forecasts,result$Actuals,main='Actuals versus Predictions',xlab='Predictions',ylab='Actuals')
plot(density(result$Forecasts),main='Kernel Density Plot of Predictions')
par(op)
}
if(par2!='none') {
plot(myt,main='Confusion Matrix',xlab='Actual',ylab='Predicted')
}
dev.off()
if (par2 == 'none') {
detcoef <- cor(result$Forecasts,result$Actuals)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goodness of Fit',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Correlation',1,TRUE)
a<-table.element(a,round(detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'R-squared',1,TRUE)
a<-table.element(a,round(detcoef*detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'RMSE',1,TRUE)
a<-table.element(a,round(sqrt(mean((result$Residuals)^2)),4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Actuals, Predictions, and Residuals',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'#',header=TRUE)
a<-table.element(a,'Actuals',header=TRUE)
a<-table.element(a,'Forecasts',header=TRUE)
a<-table.element(a,'Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(result$Actuals)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,result$Actuals[i])
a<-table.element(a,result$Forecasts[i])
a<-table.element(a,result$Residuals[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
}
if (par2 != 'none') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Confusion Matrix (predicted in columns / actuals in rows)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
for (i in 1:par3) {
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
}
a<-table.row.end(a)
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (j in 1:par3) {
a<-table.element(a,myt[i,j])
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
}