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1 | TestCompNo | ObservedResponse | Model 1 Pred. | Model 2 Pred. | Model 3 Pred. | Model 4 Pred. | Model 5 Pred. | Consensus-Model0 (AveragePred.;AllInputModels) | Consensus-Model1(AveragePred.;QualifiedModelsOnly) | Consensus-Model2(WeightedPred.) | Consensus-Model3(Pred.UsingBestModel) | Consensus-Model3(SelectedModelNo.) | No.OfValidSimilarTrainComps | Model 1(AD) | Model 2(AD) | Model 3(AD) | Model 4(AD) | Model 5(AD) | ValidModelsObeying(Basic+ED+AD+DQ)criteria | REMARK:ForModelsUsedForConsensus | ||||||
2 | 1 | 6.409 | 6.83319 | 6.60591 | 6.71075 | 6.65105 | 6.62342 | 6.68486 | 6.68486 | 6.67124 | 6.62342 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
3 | 2 | 7.319 | 6.74559 | 6.53582 | 6.65507 | 6.63156 | 6.67024 | 6.64766 | 6.64766 | 6.64514 | 6.67024 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
4 | 6 | 6.335 | 6.36858 | 6.41629 | 6.26938 | 6.48213 | 6.54666 | 6.41661 | 6.41661 | 6.39127 | 6.26938 | 3 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
5 | 14 | 6.223 | 6.12064 | 6.19255 | 6.16678 | 6.24741 | 6.21185 | 6.18784 | 6.18784 | 6.18712 | 6.16678 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
6 | 17 | 6.250 | 6.67945 | 6.57953 | 6.3568 | 6.44104 | 6.65143 | 6.54165 | 6.54165 | 6.44569 | 6.3568 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
7 | 23 | 6.305 | 6.38303 | 6.23902 | 6.24915 | 6.32156 | 6.47171 | 6.33289 | 6.33289 | 6.31852 | 6.24915 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
8 | 27 | 6.241 | 6.3846 | 6.31249 | 6.26244 | 6.21617 | 6.45623 | 6.32639 | 6.32639 | 6.33357 | 6.3846 | 1 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
9 | 29 | 6.357 | 6.55269 | 6.56518 | 6.38103 | 6.44201 | 6.66635 | 6.52145 | 6.52145 | 6.48759 | 6.38103 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
10 | 30 | 6.420 | 6.41328 | 6.49543 | 6.3542 | 6.42291 | 6.68937 | 6.47504 | 6.47504 | 6.43494 | 6.3542 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
11 | 35 | 6.439 | 6.23949 | 6.24047 | 6.27339 | 6.32159 | 6.49087 | 6.31316 | 6.31316 | 6.30611 | 6.27339 | 3 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
12 | 36 | 6.188 | 6.15168 | 6.21835 | 6.27156 | 6.27468 | 6.28208 | 6.23967 | 6.23967 | 6.23468 | 6.21835 | 2 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
13 | 40 | 6.127 | 6.1489 | 6.26022 | 6.27536 | 6.17024 | 6.25982 | 6.22291 | 6.22291 | 6.2251 | 6.26022 | 2 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
14 | 44 | 7.194 | 6.87892 | 6.94284 | 6.83388 | 6.91197 | 6.49269 | 6.81206 | 6.81206 | 6.77589 | 6.49269 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
15 | 45 | 6.609 | 6.81336 | 6.72619 | 6.74888 | 6.81895 | 6.39785 | 6.70105 | 6.70105 | 6.63708 | 6.39785 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
16 | 47 | 6.572 | 6.76241 | 6.68583 | 6.74117 | 6.83215 | 6.4683 | 6.69797 | 6.69797 | 6.65299 | 6.4683 | 5 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
17 | 48 | 6.333 | 6.62255 | 6.66131 | 6.73686 | 6.7825 | 6.25526 | 6.6117 | 6.6117 | 6.52094 | 6.25526 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
18 | 49 | 6.697 | 6.78727 | 6.77753 | 6.75562 | 6.70732 | 6.35692 | 6.67693 | 6.67693 | 6.58113 | 6.35692 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
19 | 52 | 6.025 | 6.6465 | 6.69685 | 6.73411 | 6.66993 | 6.22452 | 6.59438 | 6.59438 | 6.49277 | 6.22452 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
20 | 54 | 6.193 | 6.48479 | 6.57577 | 6.45641 | 6.51332 | 6.66036 | 6.53813 | 6.53813 | 6.52332 | 6.48479 | 1 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
21 | 55 | 6.469 | 6.50862 | 6.58642 | 6.48199 | 6.54134 | 6.67213 | 6.5581 | 6.5581 | 6.53849 | 6.50862 | 1 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
22 | 61 | 6.650 | 6.6965 | 6.68366 | 6.51008 | 6.55153 | 6.58123 | 6.6046 | 6.6046 | 6.59129 | 6.51008 | 3 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
23 | 67 | 6.249 | 6.32916 | 6.30501 | 6.37559 | 6.412 | 6.47035 | 6.37842 | 6.37842 | 6.36305 | 6.30501 | 2 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
24 | 69 | 6.331 | 6.39478 | 6.37475 | 6.40243 | 6.4311 | 6.43505 | 6.40762 | 6.40762 | 6.3999 | 6.37475 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
25 | 71 | 6.334 | 6.36238 | 6.31566 | 6.40117 | 6.44096 | 6.47408 | 6.39885 | 6.39885 | 6.36868 | 6.31566 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
26 | 73 | 6.276 | 6.40235 | 6.40225 | 6.40368 | 6.42219 | 6.37521 | 6.40114 | 6.40114 | 6.40345 | 6.40368 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
27 | 75 | 6.266 | 6.42589 | 6.35896 | 6.40243 | 6.4311 | 6.40999 | 6.40567 | 6.40567 | 6.40158 | 6.40243 | 3 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
28 | 77 | 6.451 | 6.35854 | 6.40598 | 6.39014 | 6.2977 | 6.38614 | 6.3677 | 6.3677 | 6.37317 | 6.40598 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
29 | 85 | 6.335 | 6.43571 | 6.44413 | 6.41697 | 6.3168 | 6.34276 | 6.39127 | 6.39127 | 6.39366 | 6.41697 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
30 | 88 | 6.578 | 6.2898 | 6.37871 | 6.39491 | 6.27975 | 6.22733 | 6.3141 | 6.3141 | 6.32361 | 6.37871 | 2 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
31 | 89 | 7.377 | 6.72379 | 6.5824 | 6.46696 | 6.5077 | 6.61765 | 6.5797 | 6.5797 | 6.57594 | 6.5077 | 4 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
32 | 92 | 6.623 | 6.55737 | 6.51699 | 6.44489 | 6.4697 | 6.51496 | 6.50078 | 6.50078 | 6.50246 | 6.51496 | 5 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
33 | 100 | 6.197 | 6.35859 | 6.27745 | 6.35179 | 6.23592 | 6.28922 | 6.30259 | 6.30259 | 6.29327 | 6.23592 | 4 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
34 | 101 | 5.487 | 5.52653 | 5.51288 | 5.34236 | 5.43605 | 5.5033 | 5.46422 | 5.46422 | 5.45633 | 5.34236 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
35 | 105 | 5.156 | 5.32189 | 5.21862 | 5.22374 | 5.29586 | 5.2705 | 5.26612 | 5.26612 | 5.25823 | 5.21862 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
36 | 108 | 5.320 | 5.11728 | 5.15098 | 5.2091 | 5.2481 | 5.12768 | 5.17063 | 5.17063 | 5.17226 | 5.15098 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
37 | 111 | 5.198 | 5.21171 | 5.20827 | 5.20803 | 5.17385 | 5.32444 | 5.22526 | 5.22526 | 5.22163 | 5.20827 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
38 | 118 | 5.191 | 5.18625 | 5.13914 | 5.25368 | 5.25018 | 5.17311 | 5.20047 | 5.18805 | 5.18412 | 5.13914 | 2 | 9 | In | In | In | Outside AD | In | [1][2][3][-][5] | MultipleValidModelUsed(4) | ||||||
39 | 119 | 5.338 | 5.22526 | 5.10206 | 5.27924 | 5.29112 | 5.16419 | 5.21237 | 5.19269 | 5.18433 | 5.10206 | 2 | 9 | In | In | In | Outside AD | In | [1][2][3][-][5] | MultipleValidModelUsed(4) | ||||||
40 | 122 | 5.289 | 5.1633 | 5.22723 | 5.22734 | 5.1276 | 5.26933 | 5.20296 | 5.21995 | 5.21861 | 5.22723 | 2 | 9 | In | In | Outside AD | Outside AD | In | [1][2][-][-][5] | MultipleValidModelUsed(3) | ||||||
41 | 123 | 5.212 | 5.21306 | 5.17435 | 5.27188 | 5.1676 | 5.2188 | 5.20914 | 5.21952 | 5.21543 | 5.17435 | 2 | 9 | In | In | In | Outside AD | In | [1][2][3][-][5] | MultipleValidModelUsed(4) | ||||||
42 | 126 | 6.413 | 6.78218 | 6.80078 | 6.75419 | 6.67885 | 6.67341 | 6.73788 | 6.73788 | 6.73153 | 6.67341 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
43 | 132 | 6.340 | 6.28807 | 6.45696 | 6.35916 | 6.48681 | 6.3222 | 6.38264 | 6.38264 | 6.37203 | 6.35916 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
44 | 135 | 6.050 | 6.2163 | 6.1697 | 6.28653 | 6.41122 | 6.20925 | 6.2586 | 6.2586 | 6.23621 | 6.1697 | 2 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
45 | 136 | 6.171 | 6.07962 | 6.15975 | 6.26226 | 6.35747 | 6.05168 | 6.18216 | 6.18216 | 6.14517 | 6.05168 | 5 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
46 | 138 | 6.234 | 6.13381 | 6.34448 | 6.23755 | 6.27401 | 6.2337 | 6.24471 | 6.24471 | 6.24889 | 6.27401 | 4 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
47 | 139 | 6.209 | 6.14907 | 6.25897 | 6.27133 | 6.30678 | 6.23578 | 6.24439 | 6.24439 | 6.25221 | 6.30678 | 4 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
48 | 140 | 6.364 | 6.04956 | 6.24902 | 6.25656 | 6.25209 | 6.02982 | 6.16741 | 6.16741 | 6.16872 | 6.02982 | 5 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
49 | 142 | 6.382 | 6.60144 | 6.55112 | 6.40074 | 6.44854 | 6.67868 | 6.5361 | 6.5361 | 6.51924 | 6.40074 | 3 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
50 | 144 | 6.375 | 6.53981 | 6.50305 | 6.40075 | 6.42661 | 6.52693 | 6.47943 | 6.47943 | 6.47719 | 6.52693 | 5 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
51 | 147 | 6.313 | 6.37712 | 6.2158 | 6.30913 | 6.35103 | 6.49094 | 6.3488 | 6.3488 | 6.32238 | 6.30913 | 3 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
52 | 149 | 7.215 | 6.46437 | 6.43287 | 6.33841 | 6.2414 | 6.44716 | 6.38484 | 6.38484 | 6.37487 | 6.33841 | 3 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
53 | 155 | 6.533 | 6.49986 | 6.49865 | 6.45875 | 6.48134 | 6.66177 | 6.52007 | 6.52007 | 6.50218 | 6.49986 | 1 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
54 | 157 | 6.167 | 6.37674 | 6.31345 | 6.35885 | 6.34681 | 6.4419 | 6.36755 | 6.36755 | 6.34931 | 6.31345 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
55 | 161 | 6.158 | 6.31858 | 6.40272 | 6.36265 | 6.24237 | 6.45783 | 6.35683 | 6.35683 | 6.34526 | 6.40272 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
56 | 170 | 6.717 | 6.71612 | 6.71979 | 6.79924 | 6.83349 | 6.43783 | 6.70129 | 6.70129 | 6.63439 | 6.43783 | 5 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
57 | 175 | 6.745 | 6.76324 | 6.75231 | 6.81489 | 6.75766 | 6.48477 | 6.71458 | 6.71458 | 6.65662 | 6.48477 | 5 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
58 | 177 | 6.330 | 6.60147 | 6.6594 | 6.56745 | 6.5675 | 6.61468 | 6.6021 | 6.6021 | 6.59662 | 6.56745 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
59 | 181 | 6.361 | 6.33344 | 6.38822 | 6.45016 | 6.33416 | 6.48248 | 6.39769 | 6.39769 | 6.38289 | 6.38822 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
60 | 182 | 6.386 | 6.40061 | 6.33431 | 6.47444 | 6.36599 | 6.48206 | 6.41148 | 6.41148 | 6.39565 | 6.33431 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
61 | 183 | 6.322 | 6.21017 | 6.35595 | 6.45018 | 6.31224 | 6.34345 | 6.3344 | 6.3344 | 6.33574 | 6.35595 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
62 | 186 | 6.446 | 6.45188 | 6.3934 | 6.4757 | 6.35707 | 6.42647 | 6.42091 | 6.42091 | 6.42118 | 6.45188 | 1 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
63 | 188 | 6.193 | 6.51677 | 6.60131 | 6.53668 | 6.53993 | 6.64167 | 6.56727 | 6.56727 | 6.54408 | 6.51677 | 1 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
64 | 190 | 6.453 | 6.40088 | 6.56904 | 6.54619 | 6.518 | 6.47547 | 6.50192 | 6.50192 | 6.49514 | 6.40088 | 1 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
65 | 193 | 6.316 | 6.6053 | 6.54224 | 6.58654 | 6.60071 | 6.62376 | 6.59171 | 6.59171 | 6.59339 | 6.58654 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
66 | 196 | 6.585 | 6.63141 | 6.63946 | 6.56351 | 6.55808 | 6.58131 | 6.59476 | 6.59476 | 6.59466 | 6.56351 | 3 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
67 | 198 | 6.733 | 6.53912 | 6.60719 | 6.56353 | 6.5371 | 6.44228 | 6.53784 | 6.53784 | 6.54622 | 6.5371 | 4 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
68 | 200 | 6.261 | 6.24777 | 6.3199 | 6.43028 | 6.41059 | 6.43565 | 6.36884 | 6.36884 | 6.35779 | 6.3199 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
69 | 202 | 6.331 | 6.24735 | 6.28763 | 6.4303 | 6.38866 | 6.29662 | 6.33011 | 6.33011 | 6.33634 | 6.28763 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
70 | 208 | 6.192 | 6.38176 | 6.35805 | 6.45712 | 6.42874 | 6.37953 | 6.40104 | 6.40104 | 6.39886 | 6.35805 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
71 | 213 | 7.456 | 6.79343 | 6.58049 | 6.54167 | 6.54278 | 6.60518 | 6.61271 | 6.61271 | 6.58014 | 6.54167 | 3 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
72 | 220 | 6.573 | 6.3747 | 6.20872 | 6.40452 | 6.36394 | 6.29561 | 6.3295 | 6.3295 | 6.28653 | 6.20872 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
73 | 221 | 6.474 | 6.54927 | 6.37255 | 6.43907 | 6.30806 | 6.43631 | 6.42105 | 6.42105 | 6.36714 | 6.30806 | 4 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
74 | 222 | 6.344 | 6.45621 | 6.31446 | 6.41779 | 6.28048 | 6.43613 | 6.38102 | 6.38102 | 6.35612 | 6.28048 | 4 | 10 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
75 | 224 | 6.272 | 6.40141 | 6.28219 | 6.41781 | 6.2595 | 6.29286 | 6.33076 | 6.33076 | 6.31452 | 6.28219 | 2 | 9 | In | In | In | In | In | [1][2][3][4][5] | MultipleValidModelUsed(5) | ||||||
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