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GB_auc_fit_table.csv
| # | cancer | drug | gene | lm_result_aic | gam_result_aic | rlm_result_aic | lm_result_r2 | gam_result_r2 | rlm_result_mse | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | GB | temozolomide | DAXX | -452.057249661071 | -452.057249637247 | -452.044990238384 | 0.00398691068629657 | 0.00158687916249423 | 0.112557387564783 |
| 2 | 2 | GB | temozolomide | GOPC | -307.44822497637 | -307.687869480592 | -306.70860215727 | 0.000428572669415859 | 0.0105949918766104 | 0.125453639476523 |
| 3 | 3 | GB | temozolomide | HIF1A | -196.110042281048 | -196.110042260152 | -195.595827833655 | 0.0037786492604481 | 0.00137811586153924 | 0.157398068188608 |
| 4 | 4 | GB | temozolomide | IDH1 | -661.750316761113 | -657.168490410366 | -659.923375286588 | 0.00686264413601644 | 0.0112500059855531 | 0.0683908263142618 |
| 5 | 5 | GB | temozolomide | IDH2 | -356.944315026482 | -356.944315008715 | -355.09602309828 | 0.000380989671499009 | -0.00202773085152552 | 0.115130802316138 |
| 6 | 6 | GB | temozolomide | LZTR1 | -17.4670703776884 | -17.5469296382312 | -12.6335272757956 | 0.00736485091357799 | 0.0057727752341703 | 0.151279311756411 |
| 7 | 7 | GB | temozolomide | MDM4 | -360.282787399211 | -367.509571632192 | -358.252295494584 | 0.000804853974396123 | 0.0212157684457309 | 0.124961317838937 |
| 8 | 8 | GB | temozolomide | PDGFRA | -128.446548321738 | -128.471825906956 | -122.785374326587 | 0.00849920100005963 | 0.00664297209698061 | 0.133119493257356 |
| 9 | 9 | GB | temozolomide | PIK3CA | -67.6382411109949 | -68.0107513185104 | -64.4300565603382 | 0.00479480085115432 | 0.00449975804178671 | 0.167225694816389 |
| 10 | 10 | GB | temozolomide | PIK3R1 | -449.337574929045 | -449.390727399921 | -448.927355503937 | 0.000739401361441551 | -0.000996539062447122 | 0.110349837688698 |
| 11 | 11 | GB | temozolomide | ROS1 | -325.92119694084 | -327.927000456146 | -325.523367149262 | 0.0244022168638247 | 0.0365963466894446 | 0.121197956575227 |
| 12 | 12 | GB | temozolomide | SALL4 | -33.2530895199236 | -33.2530895042898 | -31.1250244285186 | 0.00740784970128051 | 0.00501606137099875 | 0.222828410168403 |
| 13 | 13 | GB | temozolomide | STAG2 | -161.970386960537 | -162.302699074088 | -161.504478917989 | 1.82187005626301e-05 | -0.000441515858392805 | 0.234147144754598 |
| 14 | 14 | GB | temozolomide | TERT | 89.7039625281904 | 88.3218147971177 | 93.6786197773654 | 0.00617681269681363 | 0.0106709387047349 | 0.232525254349725 |
| 15 | 15 | GB | carmustine | DAXX | -491.056913719995 | -492.250790362643 | -491.007962750255 | 0.000635928528502605 | 0.00266194855310176 | 0.115498364500915 |
| 16 | 16 | GB | carmustine | GOPC | -330.667781463953 | -327.425585707954 | -330.248157505098 | 0.000414460994557951 | 0.00505692667160595 | 0.121229612238407 |
| 17 | 17 | GB | carmustine | HIF1A | -188.70881077249 | -190.927598959507 | -188.046396631436 | 0.00575686056835168 | 0.0181115111227504 | 0.152354605546348 |
| 18 | 18 | GB | carmustine | IDH1 | -731.773854244937 | -731.773854204269 | -729.998375898588 | 0.000228756029294841 | -0.00200786870516034 | 0.0698101017336151 |
| 19 | 19 | GB | carmustine | IDH2 | -400.809878830142 | -400.809878807536 | -399.304193297789 | 0.000336495689373487 | -0.00189988792578188 | 0.111630338528896 |
| 20 | 20 | GB | carmustine | LZTR1 | 66.7746623074411 | 66.7746623187321 | 72.7999356721616 | 0.00230856932184316 | 7.6597431838854e-05 | 0.147902540823548 |
| 21 | 21 | GB | carmustine | MDM4 | -379.714312176636 | -379.714312137441 | -378.626037899056 | 1.20511755145124e-05 | -0.0022250583703618 | 0.135744890118563 |
| 22 | 22 | GB | carmustine | PDGFRA | -92.1869314105297 | -93.9677985300133 | -88.631467252908 | 0.000528249744047291 | 0.00858634319846352 | 0.142555610007279 |
| 23 | 23 | GB | carmustine | PIK3CA | -73.0855650895881 | -73.0855650666791 | -69.4625484852509 | 8.41151617849743e-05 | -0.00215283314678327 | 0.163598108327551 |
| 24 | 24 | GB | carmustine | PIK3R1 | -482.196534898799 | -482.196534868014 | -481.298654512321 | 0.00595504892573829 | 0.00373123518327689 | 0.106748522627299 |
| 25 | 25 | GB | carmustine | ROS1 | -336.156489227727 | -336.156489197732 | -335.987549361872 | 0.00304853103820298 | 0.000818214526639327 | 0.122424911096728 |
| 26 | 26 | GB | carmustine | SALL4 | -25.5718530099136 | -20.7212180468337 | -23.5018795008218 | 0.000749648130779143 | 0.000883997735711461 | 0.226621096045017 |
| 27 | 27 | GB | carmustine | STAG2 | -160.34247003172 | -160.342470020275 | -159.951100203235 | 0.00140141027242999 | -0.000832591058291365 | 0.239687931522108 |
| 28 | 28 | GB | carmustine | TERT | 114.501201378119 | 114.388077879034 | 118.571191729394 | 0.00336685112746129 | 0.00208250571184521 | 0.246038822029895 |