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{
"significant_genes": {
"Variable": [
"ADGRG5",
"ADH1C",
"ABHD11",
"ABHD18",
"ABLIM1",
"ABHD12",
"ARHGAP40",
"ANKS1B",
"ACP3",
"ABTB2",
"ADAMTS4",
"A1BG-AS1",
"ACTG1",
"ABO",
"ACVR1B",
"ADAM32",
"AFM",
"ADISSP",
"CA11",
"C8orf76",
"ARMH3",
"ASTL",
"ANGPTL7",
"AGMO",
"TAF15",
"AQP6",
"ADARB1",
"CLDN17",
"ANKRD52",
"AMY1B",
"GPN3",
"CYMP",
"CDK3",
"ACO2",
"ANKUB1",
"ACVR2B",
"ADAM6",
"ACSL3",
"ABHD17AP1",
"NAALADL2",
"CPNE6",
"ARID5B",
"SLC26A4",
"AMPD1",
"CLDN22",
"CLIC4",
"CEP72",
"ATXN7",
"AKR1E2",
"ABHD17A",
"ACSM4",
"PGBD5",
"ZNF445",
"ACKR3",
"ADAMTSL4",
"AP3D1",
"ARMH4",
"ABCG5",
"C8B",
"HCN1",
"ADAM21",
"FAM181A",
"ADGRG1",
"CMA1",
"ASB12",
"ALOX5AP",
"EDARADD",
"CASP12",
"AAMDC",
"DNAH7",
"BRD1",
"BPIFC",
"A1BG",
"AMPD2",
"ADAMTSL4-AS1",
"ATAD3B",
"AQP1",
"CCL3L3",
"ACOX2",
"AMD1",
"AMBN",
"BRF1",
"AGXT",
"ARL5C",
"AKAP1",
"CASP8AP2",
"ARAF",
"GPHB5",
"ADAMTS2",
"AKR1C4",
"C22orf15",
"HMBOX1",
"PRAMEF13",
"APOBEC3D",
"FAM118B",
"MIR651",
"AMPD3",
"DPH7",
"ACOT13",
"CC2D2A",
"CAPN7",
"HPGDS",
"CALHM6",
"FAM110D",
"ATG4B",
"ARL13A",
"CRTAM",
"ELL3",
"BEAN1",
"TMPRSS11F",
"FERD3L",
"OPN1MW",
"ATP2A3",
"AQP7P2",
"ADPRS",
"ALOX5",
"ACAP1",
"RIC1",
"CLEC1A",
"AGTRAP",
"ASGR2",
"ACVR2A",
"COLEC12",
"HOXD8",
"NCR1",
"GSTM5",
"RNLS",
"ATP6V1B1",
"ANKRD37",
"DNAH9",
"ALDOC",
"CPEB1",
"STON1",
"ELAPOR2",
"BAX",
"NOSTRIN",
"EYA4",
"ACOT1",
"CFAP276",
"ADAMTS1",
"ANKRD34C",
"GYS2",
"CDCP1",
"LINC00523",
"GPLD1",
"ATP13A1",
"CHMP1B",
"PKD1L2",
"AKAP11",
"ATRN",
"AP2B1",
"ADCK1",
"CD300LD",
"ADAMTS12",
"APOL2",
"SON",
"C20orf204",
"PDIA3P1",
"AURKAP1",
"NOTUM",
"GGT1",
"RASAL2",
"MRGPRX2",
"ANXA1",
"FAM174B",
"BCLAF1",
"ALKBH2",
"C20orf96",
"AOX1",
"ADAP1",
"DOK6",
"SCARNA7",
"IL20",
"ASTN1",
"GRIP2",
"ASB17",
"MIR1238",
"FAM90A11",
"ASCC1",
"ATP2A1",
"C5orf46",
"ADCY3",
"ADNP",
"COMTD1",
"APOBEC3G",
"OR2B2",
"EAPP",
"ATXN2L",
"ANKRD13C-DT",
"AKR7A3",
"ABCC11",
"CCL3L1",
"ARPC3",
"BARHL1",
"CAMSAP3",
"APH1B",
"PIK3C2B",
"ANAPC5",
"SNORD105",
"SNORA5B",
"RBM19",
"PAIP2B",
"AGBL2",
"KRTAP6-3",
"AFAP1L1",
"ZNF8",
"GPR180",
"BCKDK",
"SLC39A5",
"TRIM46",
"ARCN1",
"NCAPH",
"FEZ1",
"RARRES1",
"MMP23A",
"ATP11C",
"ANKS3",
"C10orf120",
"ZNF396",
"PSPC1",
"C17orf67",
"BIRC6",
"SERPINA6",
"TNFRSF6B"
],
"Coefficient": [
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0.05191886347522421,
-0.04321068891481557,
0.04199080248042255,
0.034725853295098356,
-0.03179363101233131,
0.03017183927159815,
-0.023963116123524513,
-0.02198350463538237,
-0.02024998917100021,
-0.019964551087688118,
0.019687246417037285,
-0.019432880464825983,
0.017968578505618324,
-0.01793482784318514,
0.017682632815679132,
0.017682228497044292,
-0.01740334369101399,
0.017124678196116475,
-0.016612423034719218,
0.01651369081163283,
0.016448914140149578,
-0.015677138225195182,
0.015514664146526528,
0.014937535199162681,
-0.01485751846925645,
0.014582894711428646,
0.01438735952966369,
0.014299126572158713,
-0.013974543018705746,
-0.0134743624380601,
-0.013455119619503703,
-0.013245843540984221,
0.012913817655591178,
-0.012891064189618962,
0.012415101151840156,
-0.012218113515022935,
-0.012216257672248564,
-0.0117883218679558,
-0.01114787812504753,
0.01080421150609741,
0.01074525786394875,
-0.010485775134412293,
0.010310584357593897,
0.010039433148138053,
0.00986888811336305,
-0.00951229144695907,
0.009506034938297183,
0.009448406016695332,
-0.00936650470299755,
-0.009082825732700505,
-0.008722649201280496,
-0.00867425762489087,
-0.0082127909776917,
-0.008035972218556824,
0.008014017050621554,
-0.007593544962691042,
-0.007507868098317869,
-0.007493123405155614,
-0.007480430138540029,
-0.0073998975760108205,
0.006748913901822286,
-0.0065692557589819974,
0.006524177189543348,
0.0062887188857479,
-0.006071752994639012,
0.006065609672368664,
0.005777230138670503,
-0.005624969597504973,
-0.005606660700065103,
0.005561562226560419,
-0.005528326399704623,
-0.00548191651435597,
-0.0054540303948441594,
0.005452570395970537,
-0.005420397549387078,
0.005346268424335988,
-0.005338457968980807,
-0.005178208731008112,
-0.005162584015435757,
0.00515498597791598,
0.005135438139702582,
0.005044751869217251,
-0.004888483125986887,
0.004837329455931393,
0.004806005743592094,
-0.004740366341024153,
-0.004557622102736556,
0.004510571568795004,
-0.004389812037994278,
0.004384492297005947,
0.004354103648285557,
-0.0042283491367839,
0.004211135791657263,
-0.004207095554438423,
-0.0041470276230916705,
0.0041113598485849594,
0.00380867872729682,
-0.0037673482392869243,
-0.0036885863133960914,
-0.003602340840445898,
-0.003548978878402362,
-0.0035429442115340586,
-0.0035060842418743864,
-0.0034295658472111345,
-0.003383936472727759,
-0.0033398113663782505,
0.0033143215135060192,
-0.0032823620643874273,
-0.0032746838270886532,
0.003239170451530777,
0.003226657060065853,
-0.003198388368854427,
-0.003180574981422655,
-0.0031209361681449237,
-0.0029442569425672423,
0.002923014319712465,
-0.0027798537270060375,
0.0027757873322101696,
-0.002747164118874287,
0.0027097643428281967,
0.0026018215801715695,
0.0026005140826347306,
-0.0025485861236546233,
-0.002472284103684008,
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0.0023394911388343567,
0.0023045184348546494,
0.0022485058030609407,
-0.0021642659373214885,
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-0.0018017603298357701,
0.0017346062552907973,
-0.0017016053998647521,
0.001605125230100808,
-0.0015545367461732428,
0.0015144783748766836,
-0.001503501326098636,
0.0015020045807217829,
0.0014938567492054518,
-0.0014740856904171796,
0.0014683460935067765,
0.0014389557586775045,
-0.0014302996560402429,
0.0012946385570576787,
0.0012526474199035908,
-0.0012444777309162376,
0.0012036407038022291,
-0.0011926351634477693,
0.0010828062492619676,
0.001043839929824499,
-0.0010220590061974296,
-0.000981711047073569,
-0.0009644160960053691,
0.0009274963635956651,
0.0009209804847269573,
-0.0008134758804787537,
0.0007871513012132172,
0.0007706919949150164,
0.000769946358759825,
0.0007566175997161695,
0.0007383614248254587,
0.0006995523792877843,
-0.0006955869832208662,
0.000692509899458116,
0.0006566847523913786,
-0.0006202609153910495,
0.0006186700231921163,
-0.0006108634497811826,
0.0005987346166624295,
-0.0005888796456863788,
-0.0005749322416621524,
-0.0005151041826035146,
0.00048441645555121946,
-0.0004825803903919857,
0.0004773919189862952,
0.000455704063390023,
0.0004398333619110486,
-0.0004168260314326986,
-0.00036108094048570906,
-0.0003450173600406143,
0.00033251342450274745,
0.0003228759746975917,
0.00032117017351186017,
0.00032065433742277903,
-0.00031170680651729465,
-0.00030603934108147185,
0.0003017647434283302,
-0.00030113157209119045,
-0.0002916775540239752,
0.000280737716479898,
0.0002128289355562005,
0.00021010213247363914,
0.0001979011398062314,
-0.0001967194033616171,
-0.00018394356541872667,
-0.0001821577998409193,
0.00014413634283959274,
-0.00011001601850441358,
-8.030318130788177e-05,
-7.713322398588038e-05,
-6.786205546140257e-05,
5.490679344151527e-05,
5.4190197275751786e-05,
4.302693988008546e-05,
-4.009183170107351e-05,
-3.1227345891924116e-05,
-2.2072879220489184e-05,
-2.0466908747733802e-05,
1.534468409288708e-05,
-1.3985085588536652e-05,
4.3478699678151704e-06,
-2.7686290696691352e-06,
-2.5160644486312006e-06,
-1.8003610092004902e-06,
1.652602449883662e-06,
-7.761884441188192e-07,
6.905934399486555e-08
],
"Absolute Coefficient": [
0.05309119923925017,
0.05191886347522421,
0.04321068891481557,
0.04199080248042255,
0.034725853295098356,
0.03179363101233131,
0.03017183927159815,
0.023963116123524513,
0.02198350463538237,
0.02024998917100021,
0.019964551087688118,
0.019687246417037285,
0.019432880464825983,
0.017968578505618324,
0.01793482784318514,
0.017682632815679132,
0.017682228497044292,
0.01740334369101399,
0.017124678196116475,
0.016612423034719218,
0.01651369081163283,
0.016448914140149578,
0.015677138225195182,
0.015514664146526528,
0.014937535199162681,
0.01485751846925645,
0.014582894711428646,
0.01438735952966369,
0.014299126572158713,
0.013974543018705746,
0.0134743624380601,
0.013455119619503703,
0.013245843540984221,
0.012913817655591178,
0.012891064189618962,
0.012415101151840156,
0.012218113515022935,
0.012216257672248564,
0.0117883218679558,
0.01114787812504753,
0.01080421150609741,
0.01074525786394875,
0.010485775134412293,
0.010310584357593897,
0.010039433148138053,
0.00986888811336305,
0.00951229144695907,
0.009506034938297183,
0.009448406016695332,
0.00936650470299755,
0.009082825732700505,
0.008722649201280496,
0.00867425762489087,
0.0082127909776917,
0.008035972218556824,
0.008014017050621554,
0.007593544962691042,
0.007507868098317869,
0.007493123405155614,
0.007480430138540029,
0.0073998975760108205,
0.006748913901822286,
0.0065692557589819974,
0.006524177189543348,
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3.1227345891924116e-05,
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},
"cv_performance": {
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"precision": 88.50699300699301,
"recall": 93.55555555555556,
"f1": 90.71820728291316
},
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}
}
} |