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NewRiskData.csv
| # | KEAP1 | STK11 | TP53 | EGFR | KRAS | SMARCA4 | alk | ros1 | BRCA1 | AXIN1 | noNameTest | Risk | rescaledRisk | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | -0.12356746829335 | 0.108110181852668 |
| 2 | 2 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0.856422614426342 | 6.29948477304449 |
| 3 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | -0.0160421511496179 | 0.787432889513136 |
| 4 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | -0.0208832698372816 | 0.75684770322986 |
| 5 | 5 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0.941586547751078 | 6.83753288411251 |
| 6 | 6 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1.19291301249148 | 8.42536149108104 |
| 7 | 7 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0.561917232086527 | 4.43886069802565 |
| 8 | 8 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 0.231580900317557 | 2.35186409762545 |
| 9 | 9 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0.534562976388637 | 4.26604216988415 |
| 10 | 10 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1.20138084370897 | 8.47885949679249 |
| 11 | 11 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0.285058336593868 | 2.68972347600238 |
| 12 | 12 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0.274502735513914 | 2.62303537224135 |
| 13 | 13 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0.0981074214782151 | 1.50860627282126 |
| 14 | 14 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0.52423530763131 | 4.20079409538027 |
| 15 | 15 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 1.43151067642404 | 9.93277216802392 |
| 16 | 16 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0.839215711483062 | 6.19077512020752 |
| 17 | 17 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0.430195294763733 | 3.6066687501443 |
| 18 | 18 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0.707962849642829 | 5.36154669417735 |
| 19 | 19 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.729983824894548 | 5.50067065986931 |
| 20 | 20 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0.623108098284778 | 4.82545193080778 |
| 21 | 21 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1.10086984498079 | 7.84385180167993 |
| 22 | 22 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0.832354661162564 | 6.1474284237743 |
| 23 | 23 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1.15816323643192 | 8.20581959536342 |
| 24 | 24 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0.156985977958766 | 1.88058881120375 |
| 25 | 25 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0.461406233358341 | 3.80385300291308 |
| 26 | 26 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1.34537123395063 | 9.38856099197894 |
| 27 | 27 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0.63156304122828 | 4.87886851107061 |
| 28 | 28 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0.759452898362564 | 5.68685016914505 |
| 29 | 29 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0.770407291495996 | 5.75605775859333 |
| 30 | 30 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0.51620950551715 | 4.15008873809172 |
| 31 | 31 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0.274502735513914 | 2.62303537224135 |
| 32 | 32 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0.678553366630295 | 5.1757436650706 |
| 33 | 33 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.733168508321044 | 5.52079083087459 |
| 34 | 34 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1.22035269805479 | 8.59871974743759 |
| 35 | 35 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0.225866417925266 | 2.31576118014769 |
| 36 | 36 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0.705033146446628 | 5.34303743551388 |
| 37 | 37 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 1.24300039768262 | 8.74180322807395 |
| 38 | 38 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 1.15847659861997 | 8.20779935283562 |
| 39 | 39 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0.0275742481809111 | 1.06299227662946 |
| 40 | 40 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0.323006205965911 | 2.92947026361057 |
| 41 | 41 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0.127758996447051 | 1.6959387888212 |
| 42 | 42 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0.38404798429048 | 3.31511959005176 |
| 43 | 43 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0.569373579605409 | 4.48596835899645 |
| 44 | 44 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1.23759927747838 | 8.7076800680684 |
| 45 | 45 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0.431045572192414 | 3.61204062702369 |
| 46 | 46 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0.623108098284778 | 4.82545193080778 |
| 47 | 47 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1.18267077359958 | 8.36065314479222 |
| 48 | 48 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0.631876403416332 | 4.88084826854281 |
| 49 | 49 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 0.786207350689311 | 5.85587926368177 |
| 50 | 50 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1.03868038335792 | 7.45095164960576 |
| 51 | 51 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0.136416070309536 | 1.75063239041104 |
| 52 | 52 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0.366232540836551 | 3.20256530417026 |
| 53 | 53 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0.38404798429048 | 3.31511959005176 |
| 54 | 54 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0.796762951769266 | 5.92256736744279 |
| 55 | 55 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0.236507448870645 | 2.38298901212378 |
| 56 | 56 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0.933999339544962 | 6.78959847239371 |
| 57 | 57 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.642648295048945 | 4.9489028512669 |
| 58 | 58 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0.979895196582399 | 7.07955900170229 |
| 59 | 59 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0.477833016927761 | 3.90763402294592 |
| 60 | 60 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 1.27528120193359 | 8.94574667071378 |
| 61 | 61 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | -0.01635551333767 | 0.785453132040936 |
| 62 | 62 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0.526451744409053 | 4.21479708438054 |
| 63 | 63 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0.302973213557311 | 2.80290596222506 |
| 64 | 64 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0.839215711483062 | 6.19077512020752 |
| 65 | 65 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0.027260885992859 | 1.06101251915726 |
| 66 | 66 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1.1790465062692 | 8.33775577362833 |
| 67 | 67 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.569686941793462 | 4.48794811646865 |
| 68 | 68 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0.751180456919881 | 5.63458659560642 |
| 69 | 69 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0.169391438694686 | 1.95896394555128 |
| 70 | 70 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0.711147533069325 | 5.38166686518263 |
| 71 | 71 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0.303286575745363 | 2.80488571969726 |
| 72 | 72 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0.0340452340415194 | 1.10387462650605 |
| 73 | 73 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0.160296883101086 | 1.90150642489543 |
| 74 | 74 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0.63156304122828 | 4.87886851107061 |
| 75 | 75 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 1.42126843753214 | 9.86806382173509 |
| 76 | 76 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0.553449400869031 | 4.3853626923142 |
| 77 | 77 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 1.37658217254524 | 9.58574524474773 |
| 78 | 78 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1.1073408308414 | 7.88473415155652 |
| 79 | 79 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1.02351159591293 | 7.35511838881861 |
| 80 | 80 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0.817194736231343 | 6.05165115451556 |
| 81 | 81 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0.458221549931845 | 3.7837328319078 |
| 82 | 82 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0.835539344589061 | 6.16754859477958 |
| 83 | 83 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0.472279743998569 | 3.87254959350319 |
| 84 | 84 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 0.917464392750911 | 6.68513409948568 |
| 85 | 85 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 0.213774319377397 | 2.23936580327236 |
| 86 | 86 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1.10086984498079 | 7.84385180167993 |
| 87 | 87 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1.10225307282521 | 7.85259074902317 |
| 88 | 88 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | -0.118412987417635 | 0.140675125608144 |
| 89 | 89 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.135032842465115 | 1.7418934430678 |
| 90 | 90 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 0.503038675605976 | 4.06687815964316 |
| 91 | 91 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0.220635369697895 | 2.28271249970558 |
| 92 | 92 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0.738569628525283 | 5.55491399088014 |
| 93 | 93 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0.704719784258576 | 5.34105767804168 |
| 94 | 94 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0.933999339544962 | 6.78959847239371 |
| 95 | 95 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0.738882990713335 | 5.55689374835234 |
| 96 | 96 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 0.781804825909692 | 5.82806502296824 |
| 97 | 97 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1.44215170736942 | 10 |
| 98 | 98 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0.0223343374397711 | 1.02988760465893 |
| 99 | 99 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0.877524360314382 | 6.43280123779729 |
| 100 | 100 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | -0.140679485099338 | 0 |