Mercurial > repos > bgruening > biomodels_biomd0000001066
view test-data/pred_data.tabular @ 0:1748c5d74df5 draft
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/biomodelsML commit cffacdd593bbb69ea96cfd89e8062b17984451e5
| author | bgruening |
|---|---|
| date | Tue, 07 Nov 2023 17:21:09 +0000 |
| parents | |
| children |
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Cancer_Type2 Albumin HED TMB FCNA BMI NLR Platelets HGB Stage (1:IV; 0:I-III) Age Drug (1:Combo; 0:PD1/PDL1orCTLA4) Chemo_before_IO (1:Yes; 0:No) HLA_LOH MSI (1:Unstable; 0:Stable_Indeterminate) Sex (1:Male; 0:Female) Predictions 2 4.1 5.82320441988951 27.5 0.0006 24.3 5.27 341 10.3 1 68.88706366 0 1 0 0 1 0 2 4.5 5.89502762430938 2.0 0.0015 31.7 3.0 190 13.2 1 63.46338125 0 1 0 0 1 0 2 3.2 8.05156537753222 5.9 0.4036 26.9 7.4 231 10.7 1 76.94729637 0 1 0 0 1 0 2 3.8 8.12338858195211 7.9 0.214 22.6 1.28 170 11.4 1 56.94729637 1 1 1 0 0 0 2 4.1 7.89134438305708 57.9 0.0688 26.6 2.22 109 9.0 1 60.25735797 0 1 0 1 1 1 2 3.8 5.05709023941069 11.4 0.2709 24.9 4.67 348 12.3 1 65.07323751 0 0 1 0 1 0 2 3.8 7.76979742173113 9.7 0.1451 26.2 1.1 162 11.8 1 78.4366872 0 1 0 0 1 0 2 4.4 5.22283609576427 8.8 0.0261 22.3 4.0 170 13.6 1 62.770705 0 1 0 0 1 0 2 3.7 10.3480662983425 16.7 0.1593 20.9 3.58 141 11.0 1 52.37508556 0 1 0 0 0 0 2 4.1 6.646408839779 16.7 0.1921 35.5 3.06 276 13.1 1 78.40109514 0 1 1 0 0 0 2 3.4 2.93370165745856 14.0 0.2225 31.8 3.71 363 12.2 1 78.71594798 0 0 0 0 0 0 2 3.8 7.51565377532229 0.9 0.2593 24.2 6.25 243 12.7 1 50.84736482 0 0 1 0 1 0 2 4.5 8.0184162062615 6.1 0.6541 26.9 6.89 157 12.2 1 74.83093771 1 1 0 0 1 0 2 4.4 6.50460405156539 2.6 0.0883 28.9 1.77 248 13.3 1 51.14031485 0 0 1 0 1 0 2 4.1 5.88766114180479 14.0 0.2929 32.8 3.18 353 8.6 1 75.15947981 0 1 0 0 0 0 2 4.9 2.61694290976059 13.2 0.4644 30.6 4.0 191 10.8 1 52.57221082 1 1 1 0 1 0 2 3.4 5.19705340699816 7.9 0.7148 19.0 7.43 435 12.1 1 64.92813142 0 1 0 0 0 0 2 4.2 4.02394106813996 4.4 0.4237 18.2 3.67 252 10.3 1 40.41067762 0 1 0 0 0 0 2 4.4 2.47329650092081 4.4 0.5745 18.6 9.5 175 11.3 1 70.09993155 0 1 0 0 0 0 2 4.1 4.40699815837937 3.5 0.7037 19.1 5.6 250 11.1 1 69.84804928 0 1 0 0 0 0 2 4.2 6.02578268876611 5.3 0.6079 37.9 0.8 332 12.5 1 46.54620123 0 1 0 0 0 0 2 4.0 5.79558011049724 3.9 0.3025 33.2 4.0 264 12.7 1 43.71252567 0 1 1 0 1 0 2 2.7 7.11602209944752 53.1 0.069 22.8 3.25 211 10.3 1 48.80492813 0 1 0 1 1 0 2 3.6 4.22836095764273 1.8 0.5682 50.2 9.57 310 9.3 1 56.28747433 0 1 0 0 0 0 2 3.8 4.49539594843462 4.9 0.0426 41.8 7.6 204 10.1 1 63.74811773 0 1 1 0 0 0 2 4.4 6.88766114180479 61.4 0.0001 29.3 2.4 220 13.1 1 33.76317591 0 1 0 1 0 1 2 1.7 7.255985267035 93.0 0.0317 27.3 25.63 175 8.1 1 47.04722793 0 1 0 1 1 0 2 4.2 4.451197053407 4.4 0.1514 30.8 3.47 211 12.5 1 45.27857632 0 1 0 0 0 0 2 3.1 9.34990791896869 7.0 0.0681 17.6 14.4 242 9.2 0 49.24024641 0 1 0 0 0 0 2 3.6 5.76427255985267 17.6 0.0347 24.1 9.45 366 11.0 1 65.94387406 0 0 1 0 1 0 2 3.9 3.9134438305709 1.0 0.7969 24.3 18.6 281 10.3 1 64.30937714 0 1 0 0 0 0 2 3.8 6.25598526703499 29.8 0.0409 33.0 0.92 254 12.7 1 77.74401095 0 1 0 1 0 1 2 4.3 7.45672191528544 4.4 0.0319 26.8 1.43 167 12.4 1 57.045859 0 1 0 0 0 0 2 3.7 4.78268876611418 7.9 0.6378 32.7 3.33 141 11.8 1 62.87200548 0 1 0 0 0 0 2 3.7 6.40515653775322 40.4 0.0075 22.0 5.35 256 9.6 1 59.17590691 0 1 0 1 0 0 2 4.2 5.53406998158379 7.0 0.0035 20.7 6.8 230 12.2 1 61.48391513 0 1 0 0 0 0 2 3.7 5.91160220994475 31.6 0.0087 27.7 0.93 207 12.5 1 57.4017796 0 1 0 1 0 1 2 4.3 5.58011049723756 3.5 0.1968 32.6 3.67 245 14.2 1 68.45174538 0 1 0 0 0 0 2 3.8 4.15653775322283 1.8 0.0 27.3 1.79 365 11.6 1 65.67282683 0 1 0 0 0 0 2 4.3 6.8121546961326 32.5 0.012 35.7 1.19 198 12.8 1 67.91512663 0 1 0 1 0 1 2 3.8 6.95764272559853 7.9 0.3314 24.0 4.33 185 11.1 1 80.81861739 0 1 0 0 0 0 2 3.9 8.57826887661142 34.2 0.0536 22.3 8.5 402 10.7 1 71.04449008 0 1 0 1 0 0 2 2.9 7.53775322283609 2.6 0.0094 42.3 3.33 347 9.1 1 66.33812457 0 1 0 0 0 0 2 4.3 7.78453038674034 8.8 0.6346 20.5 1.12 178 10.5 1 57.35797399 0 1 0 0 1 0 2 2.6 5.97790055248619 4.4 0.3621 24.2 6.0 115 8.9 1 81.4017796 0 1 0 0 1 0 2 3.2 7.72744014732964 5.3 0.2745 14.6 2.71 326 10.3 1 69.91101985 0 1 0 0 0 0 2 3.4 6.02946593001841 10.5 0.2506 26.6 1.91 257 12.9 1 72.5174538 0 0 0 0 0 0 2 3.3 9.26519337016574 5.3 0.0344 26.4 1.67 59 10.2 1 71.02532512 0 1 0 0 1 0 2 4.2 9.40883977900554 3.5 0.1207 15.7 2.33 208 14.5 1 42.7652293 0 1 0 0 1 0 2 3.1 3.27624309392265 5.3 0.0729 17.6 25.0 177 9.6 1 71.90417522 0 1 0 0 1 0 2 4.0 5.11233885819521 1.8 0.2792 26.1 6.0 284 11.2 1 54.7652293 0 1 0 0 1 0 2 4.1 7.62246777163903 2.6 0.148 20.3 1.89 181 13.1 0 55.75633128 0 0 0 0 1 0 2 3.4 6.18232044198895 6.9 0.0829 23.5 1.92 237 11.8 1 67.86858316 0 1 0 0 1 0 2 1.6 8.28360957642726 1.0 0.0 31.7 43.5 191 11.4 1 25.71663244 0 1 0 0 0 0 2 3.5 6.44383057090239 2.0 0.2775 32.6 3.19 196 9.6 1 71.20328542 0 1 0 0 1 0 2 3.1 7.79742173112338 0.0 0.0017 22.9 5.44 129 9.4 1 29.2183436 1 1 0 0 1 0 2 3.5 7.56906077348066 6.1 0.0369 21.0 9.33 439 9.2 1 62.89938398 0 0 0 0 0 0 2 3.6 6.46040515653775 7.9 0.5099 25.1 8.29 342 13.0 1 46.86379192 0 0 0 0 0 0 2 3.5 6.61325966850827 5.3 0.0038 22.4 4.4 382 10.1 1 61.36344969 0 0 0 0 1 0 2 3.3 9.87476979742172 21.1 0.3982 23.9 2.0 147 10.9 1 74.20670773 0 1 1 0 1 0 2 3.0 7.35174953959485 7.0 0.2216 17.8 51.75 145 8.4 1 62.39561944 0 1 1 0 1 0 2 4.1 8.292817679558 0.0 0.2317 29.1 5.21 186 12.2 1 53.65913758 0 0 0 0 1 0 2 3.5 0.0 4.4 0.0358 32.1 4.08 221 11.4 1 49.86447639 1 1 0 0 1 0 2 3.7 4.03683241252302 51.8 0.1166 27.7 1.26 115 11.0 1 69.045859 0 1 0 1 0 0 2 3.3 7.97421731123388 43.0 0.0 22.3 4.39 267 9.4 1 84.93086927 1 0 0 1 1 1 2 4.0 7.86924493554327 3.9 0.0637 26.0 27.6 362 12.3 1 60.23545517 0 1 0 0 1 0 2 3.9 8.89502762430939 7.9 0.2946 14.6 12.43 352 9.4 1 50.95687885 0 1 0 0 1 0 2 3.2 5.9926335174954 8.8 0.0149 22.8 18.33 495 9.2 1 77.56605065 0 1 0 0 1 0 2 4.3 7.26519337016574 0.0 0.2299 25.0 58.0 240 10.5 1 45.36071184 0 1 1 0 1 0 2 3.9 6.11049723756906 3.5 0.1331 38.1 4.71 326 10.9 1 58.22039699 0 1 0 0 1 0 2 3.5 9.20073664825046 12.3 0.5596 21.7 8.57 274 9.1 1 76.63518138 0 1 1 0 1 0 2 2.8 7.9852670349908 7.0 0.3552 23.1 13.75 312 7.4 1 46.13826147 0 1 0 0 1 0 2 4.1 8.32596685082872 7.0 0.2798 25.0 19.0 280 10.2 1 75.42505134 0 1 0 0 1 0 2 4.4 9.7974217311234 1.8 0.3297 29.4 3.1 286 12.8 1 68.26283368 0 1 0 0 0 0 2 3.5 8.45119705340701 7.0 0.2054 19.9 7.17 220 9.9 1 55.23613963 0 1 0 0 1 0 2 4.0 4.10313075506446 3.5 0.0474 24.2 2.5 158 13.5 1 69.3908282 0 1 0 0 1 0 2 2.7 7.04235727440147 14.0 0.0745 31.5 10.4 174 11.9 1 74.0698152 0 1 0 0 1 0 2 4.2 7.42357274401473 10.5 0.1979 29.8 10.0 198 13.2 1 56.79397673 0 1 1 0 1 0 2 3.5 6.71639042357274 3.5 0.0025 20.9 27.0 459 10.6 1 59.22245038 0 1 0 0 1 0 2 3.5 7.22836095764272 4.4 0.2345 26.3 2.8 163 11.5 1 69.89459275 0 1 0 0 1 0 2 3.5 7.7403314917127 1.8 0.3585 33.6 10.22 314 11.4 1 47.67967146 0 1 0 0 1 0 2 2.8 3.49539594843463 2.6 0.2442 35.3 9.64 422 10.5 1 59.05817933 0 1 0 0 1 0 2 4.2 1.01104972375691 3.5 0.245 35.7 3.38 104 10.6 1 65.4017796 0 1 0 0 1 0 2 3.6 7.73848987108655 50.9 0.0017 28.5 1.52 211 10.5 1 69.69472964 0 1 0 1 0 0 2 3.4 0.0 2.6 0.0789 26.4 1.38 85 11.4 1 59.95345654 0 1 0 0 1 0 2 3.3 5.96869244935543 3.5 0.0494 20.4 1.85 168 10.6 1 53.14989733 0 1 0 0 0 0 2 4.2 5.91712707182319 2.6 0.0 21.3 3.6 212 12.4 0 66.75154004 0 0 0 0 0 0 2 4.1 3.85819521178637 4.4 0.332 28.0 2.75 174 12.4 0 76.20533881 0 0 0 0 1 0 2 3.9 1.83609576427256 4.4 0.0372 38.1 5.71 151 13.0 0 78.18480493 0 1 0 0 1 0 0 4.2 10.8084714548803 3.0 0.1757 32.0 2.3 206 14.9 1 56.8733744 0 0 0 0 0 0 0 4.1 0.0 2.0 0.1525 32.0 2.63 274 12.9 1 62.6146475 1 0 0 0 0 0 0 4.0 2.07734806629834 43.3 0.1048 20.2 10.25 183 14.9 1 62.53798768 0 1 0 0 1 1 0 4.1 9.38121546961327 51.2 0.2033 25.0 2.8 205 12.4 1 73.85078713 0 0 0 0 0 1 0 4.4 9.91344383057089 2.0 0.2399 19.3 2.56 173 13.1 1 30.7761807 1 0 0 0 0 0 0 3.5 6.5414364640884 15.7 0.7815 17.7 4.64 515 9.0 1 27.137577 1 0 0 0 0 0 0 3.8 5.57826887661142 69.8 0.0506 31.2 5.56 232 13.3 1 58.03148528 1 0 0 0 1 1 0 4.5 7.74769797421731 19.7 0.5415 23.5 4.77 255 14.7 1 58.48596852 0 0 0 0 1 0 0 4.1 8.77163904235726 13.8 0.3265 31.7 3.1 222 13.1 1 61.76317591 0 1 0 0 0 0 0 4.0 7.71454880294659 11.8 0.4562 27.9 1.68 223 13.4 1 47.77549624 0 1 1 0 1 0 0 3.4 7.01473296500921 0.0 0.477 26.1 5.2 401 11.2 1 77.45653662 1 0 0 0 0 0 0 3.9 8.6169429097606 7.9 0.158 31.9 4.63 176 13.6 1 63.82477755 1 0 0 0 1 0 0 4.1 8.04051565377533 25.6 0.0901 31.7 1.63 99 13.6 0 77.87542779 0 0 0 0 1 1 0 4.2 9.95764272559854 1.8 0.2727 40.5 2.18 234 14.4 0 84.02737851 0 0 0 0 1 0 0 4.1 1.91528545119705 10.5 0.215 31.9 2.29 274 12.1 1 74.31074606 0 0 0 0 0 0 0 4.3 7.85082872928177 2.6 0.2677 30.0 1.3 287 13.0 1 73.48939083 0 0 0 0 0 0 0 2.9 9.92633517495396 36.9 0.076 25.7 13.55 379 9.2 1 72.60506502 1 0 1 0 1 0 0 4.2 9.87476979742172 1.8 0.5208 20.3 4.55 283 13.5 0 86.73785079 0 0 0 0 1 0 0 4.2 5.88950276243093 0.0 0.0044 33.0 2.19 112 14.4 0 51.27994524 0 0 0 0 0 0 0 3.2 5.4585635359116 4.4 0.4862 38.4 7.25 187 8.8 1 45.15263518 1 0 0 0 0 0 0 3.9 6.64456721915286 8.8 0.1788 27.1 3.33 508 12.2 1 63.64681725 1 0 0 0 1 0 0 4.2 8.30939226519335 12.3 0.1792 24.8 4.32 348 13.6 1 61.18001369 1 0 0 0 0 0 0 4.8 7.62062615101288 0.9 0.3844 20.1 4.73 246 13.4 1 40.31211499 1 0 0 0 0 0 0 4.3 6.32596685082873 35.1 0.1912 24.7 2.08 207 14.1 1 74.37919233 0 0 0 0 1 1 0 3.4 3.42541436464088 79.9 0.0403 28.7 12.45 173 10.7 1 92.00273785 0 0 0 0 1 1 0 4.1 7.95948434622467 30.7 0.2113 41.6 4.92 318 13.7 1 63.20602327 1 0 0 0 1 1 0 3.7 3.38674033149171 4.4 0.4535 27.9 1.58 156 10.7 1 81.51950719 1 0 0 0 1 0 0 3.6 8.18968692449355 12.3 0.3299 25.2 7.88 199 14.3 1 72.02737851 1 0 0 0 1 0 0 3.7 7.05893186003684 73.7 0.3497 30.3 3.94 486 11.4 1 43.04449008 1 0 0 0 0 1 0 3.8 4.24309392265193 21.9 0.125 29.7 2.79 195 12.8 1 85.88637919 0 0 0 0 1 1 0 4.4 7.38858195211786 51.8 0.1385 33.6 3.53 261 15.4 1 62.51334702 0 0 0 0 1 1 0 4.0 7.01657458563536 26.3 0.1824 23.1 1.45 231 12.0 1 44.30937714 1 0 0 0 0 0 0 2.1 6.5377532228361 16.7 0.3978 29.7 26.0 204 9.4 1 52.5065024 0 1 0 0 1 0 0 4.0 6.05524861878453 0.9 0.0 31.8 3.94 206 14.6 1 71.63586585 1 0 0 0 1 0 0 4.1 5.68324125230203 2.6 0.2006 25.4 7.09 296 13.4 1 69.81245722 1 0 0 0 1 0 0 4.2 4.76243093922652 13.2 0.384 32.9 1.68 204 15.1 1 58.56810404 1 0 0 0 0 0 0 4.4 6.01104972375691 15.8 0.0139 22.4 3.29 192 11.1 0 34.64202601 0 0 0 0 0 0 2 2.2 7.3683241252302 3.0 0.0024 28.8 52.5 207 9.9 1 68.32854209 0 1 0 0 1 0 2 3.6 7.78084714548802 0.0 0.0 20.9 2.14 376 11.6 1 50.2587269 0 1 0 0 0 0 2 3.8 3.9926335174954 1.0 0.0242 23.1 2.53 201 14.6 1 77.85078713 0 1 0 0 1 0 2 3.0 7.72191528545121 0.9 0.2085 20.6 29.75 456 10.4 1 81.31416838 0 1 0 0 1 0 2 3.7 9.83425414364642 1.8 0.0266 26.0 3.78 449 8.9 1 71.08281999 0 1 0 0 1 0 2 3.2 9.90976058931859 2.6 0.198 26.7 5.73 102 9.8 0 71.90691307 0 1 0 0 1 0 2 3.7 6.49723756906077 1.8 0.1393 29.7 1.95 267 9.4 0 73.05954826 0 1 0 0 1 0 1 4.0 6.40883977900551 5.9 0.2637 42.7 2.95 369 12.6 1 50.65845311 0 1 1 0 0 0 1 4.0 8.26151012891344 3.0 0.008 33.6 5.33 243 13.9 1 58.53524983 0 1 0 0 1 0 1 4.0 8.11602209944751 59.0 0.0763 37.8 2.7 151 13.4 0 71.85489391 0 1 0 0 1 1 1 3.8 6.22836095764273 12.8 0.054 28.4 2.23 158 11.2 1 55.29089665 0 1 0 0 0 0 1 4.3 4.94106813996317 1.0 0.0058 26.2 3.83 219 12.3 1 74.31074606 0 1 0 0 0 0 1 3.1 5.59116022099446 12.8 0.0027 26.0 13.43 385 11.3 1 69.10061602 0 1 0 0 1 0 1 3.3 6.53038674033149 1.0 0.0 32.6 10.56 338 10.1 1 69.15263518 0 1 0 0 0 0 1 4.2 7.83977900552486 12.8 0.1556 22.6 3.27 168 11.1 1 79.96440794 0 1 0 0 0 0 1 3.4 2.20073664825046 3.0 0.0753 28.8 3.58 163 12.2 1 54.99520876 0 1 0 0 0 0 1 3.9 7.70165745856354 3.9 0.0515 26.6 9.1 435 11.5 1 63.51813826 0 1 0 0 0 0 1 4.2 5.90239410681399 6.9 0.124 27.8 2.22 256 12.7 1 49.2019165 0 0 0 0 0 0 1 4.3 3.9134438305709 2.0 0.0113 29.9 2.94 265 11.5 0 73.49212868 0 1 0 0 0 0 1 3.9 6.87476979742173 11.8 0.3024 19.3 20.67 525 10.7 1 76.29021218 0 1 0 0 1 0 1 4.2 9.95764272559851 16.7 0.4912 20.9 5.53 518 13.6 1 56.61054073 0 1 0 0 0 0 1 3.8 5.70902394106814 3.0 0.5568 20.8 10.36 319 14.5 1 56.07939767 0 1 0 0 0 0 1 3.8 5.83977900552486 2.0 0.0 18.6 11.33 243 11.9 1 84.20807666 1 0 0 0 0 0 1 4.1 7.38121546961326 5.9 0.2376 31.5 2.74 265 15.7 1 54.14373717 0 1 0 0 1 0 1 3.7 2.39226519337017 8.9 0.0251 28.4 2.69 508 12.0 1 69.33607118 0 0 0 0 1 0 1 3.5 7.27255985267034 17.7 0.0 28.9 2.23 176 12.9 1 79.12388775 0 1 0 0 1 0 1 3.7 6.54143646408839 1.0 0.0079 30.1 5.42 296 11.1 1 63.90965092 0 1 0 0 1 0 1 3.6 4.77716390423572 10.8 0.0628 21.1 8.22 333 9.5 1 55.17864476 0 1 1 0 0 0 1 3.4 6.32780847145488 11.8 0.1724 21.6 5.27 770 11.2 1 46.95687885 1 1 0 0 0 0 1 2.9 3.9134438305709 3.0 0.0205 18.8 15.0 387 8.9 1 76.16974675 0 1 0 0 0 0 1 4.1 8.72744014732965 4.9 0.0361 30.5 11.08 150 10.3 1 74.00136893 0 1 0 0 0 0 1 3.9 0.0 6.9 0.4341 25.3 10.33 316 12.6 1 62.43942505 0 1 0 0 1 0 1 3.9 9.95764272559854 3.9 0.4995 30.5 6.5 147 11.8 1 70.32991102 0 1 0 0 1 0 1 3.5 7.93001841620625 3.0 0.1386 25.1 23.58 342 12.7 1 68.93908282 0 1 0 0 1 0 1 3.8 6.67771639042357 5.9 0.009 26.1 11.43 107 11.8 1 79.50992471 0 1 0 0 1 0 1 4.1 3.2670349907919 3.0 0.528 18.8 4.5 315 10.4 1 73.79603012 0 1 1 0 1 0 1 3.8 4.76979742173112 3.9 0.112 18.5 4.05 295 9.9 1 60.62696783 0 1 0 0 0 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