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{
"significant_genes": {
"Variable": [
"COPS3",
"PTRH2",
"BET1",
"TTC21B",
"NSD1",
"INTS9",
"KAZALD1",
"SUPT16H",
"AP3B1",
"TMC4",
"GBA1LP",
"TCEAL8",
"TP53I3",
"LSM1",
"CHM",
"DDX11L9",
"PSG8",
"PRKAG3",
"IL17REL",
"PAIP2B",
"S100A9",
"DKK3",
"PKP1",
"FASTKD1",
"SNAR-I",
"RAB11FIP4",
"TGFB2",
"SELENOW",
"CARD17P",
"LIPA",
"PHTF2",
"NEO1",
"MRTO4",
"SYT12",
"POLRMT",
"SLC46A1",
"LAMA3",
"WHAMMP2",
"OTULIN",
"HOXA9",
"HSD17B11",
"ISG20",
"SPX",
"IFIH1",
"SPHK1",
"LGALS3",
"GNL3",
"GSTO1",
"CYP1B1",
"WRAP73",
"RHOA",
"IRF1",
"PDSS2",
"ZNF33B",
"RPL14",
"PSCA",
"GCLC",
"MARCHF9",
"RAB21",
"HFE",
"GSTA2",
"C19orf53",
"TUSC2",
"GLI2",
"H4C4",
"FAM177A1",
"CLIP4",
"GEMIN4",
"ARSI",
"ATXN7L1",
"ZFAND2A",
"FOSB",
"INKA2",
"TRAPPC12",
"SNORD36A",
"CYREN",
"TPTE2",
"SLC7A6OS",
"CSKMT",
"FAAH2",
"MBD3",
"GNG5",
"C8orf82",
"SLC6A12",
"AHSP",
"LZTS2",
"TTC23",
"PTPN12",
"URGCP",
"PRAMEF15",
"ANK1",
"PROK1",
"GGCX",
"TGM2",
"APOBEC3B",
"EIF5AL1",
"C4B",
"ANKZF1",
"LRRD1",
"HSPG2",
"SDF2L1",
"GPC2",
"TMCC2",
"ETAA1",
"SMPD2",
"RARRES1",
"DENND6A",
"EGR1",
"TAPBP",
"ZFYVE19",
"CHIT1",
"FABP4",
"TREM1",
"HOXB2"
],
"Coefficient": [
-0.04641159018634277,
0.04376164585322523,
-0.0344013266530417,
0.033735288300926196,
0.03340234424118137,
-0.022399692166035046,
0.021779052293582145,
0.019157729228367813,
0.018409859103839632,
-0.01706070513582516,
0.016678626390266568,
-0.01642571457980704,
-0.016161815131661324,
0.015725550970762225,
-0.015216586396113228,
0.01322247135097352,
0.012883197819555568,
-0.012874044490030132,
0.011955917015079452,
0.011566610139668369,
0.011130923503797763,
-0.010214402152826079,
0.009761149659908805,
-0.008236405838503802,
-0.008052193195491253,
0.008031073066715392,
-0.0080010915636008,
0.007870142117504041,
0.00784855989073597,
0.007670642566412625,
-0.0074625279820521185,
-0.0074474978756127064,
0.007298343813108089,
0.006781039577379237,
-0.006681942971787018,
-0.006562596894185875,
-0.006554554254724873,
0.006367796571064348,
-0.006319860732470947,
-0.006302506055211746,
0.006003559002342339,
0.00598084696135925,
-0.005944962866667475,
0.005636324912333709,
-0.005496699687342377,
-0.0052473511029161165,
-0.005094075235201163,
0.005037407261378643,
0.004902015617896705,
-0.00489005490010202,
-0.004695447004828184,
0.00467320981464459,
-0.004661264778113244,
-0.004624339595028547,
0.00462214839960345,
-0.004556934956433488,
-0.004478426175970566,
-0.004151967809476395,
0.003976810759572677,
0.003722026718310092,
-0.003239048108030098,
0.003212096374825743,
0.003149209221675524,
-0.003071609854838972,
0.00304934866545043,
0.0029837180050695323,
0.002876044435309527,
-0.0027307300453402027,
0.002693040787779521,
0.002691740700557959,
0.002615045090936491,
-0.0025962622834050045,
-0.0024522283313685236,
-0.002319930045719856,
-0.00206183939452136,
-0.002040783923285931,
-0.0020182114149512992,
0.0020112116850040064,
0.0019360281890834223,
0.0019103563257985147,
-0.0018520068346914078,
0.0018392334868094925,
-0.0018369328945891557,
0.0017455168314019507,
0.0017324423297579593,
-0.001700713539414729,
0.0015964221432041457,
0.0015232208491941148,
0.001469073375488116,
0.001462372315915132,
0.001402227561492879,
-0.0013793080492296773,
0.001301036413235361,
0.001268551654206855,
0.001250500682762326,
-0.0011978380126063018,
0.001094403808933912,
-0.0010667346123270493,
0.0010407052798612954,
-0.0009315105345703115,
0.0009185611935662901,
0.0008345121196661762,
0.0007459191330062817,
-0.0007039089546861329,
-0.0006768169831851347,
0.0004248808784973657,
0.0003945759716839154,
-0.0003682468263790555,
0.00023643593990149383,
0.00015318868063357436,
-0.0001073288039387905,
5.4394780486331415e-05,
3.549413382303089e-05,
1.0028377931602644e-05
],
"Absolute Coefficient": [
0.04641159018634277,
0.04376164585322523,
0.0344013266530417,
0.033735288300926196,
0.03340234424118137,
0.022399692166035046,
0.021779052293582145,
0.019157729228367813,
0.018409859103839632,
0.01706070513582516,
0.016678626390266568,
0.01642571457980704,
0.016161815131661324,
0.015725550970762225,
0.015216586396113228,
0.01322247135097352,
0.012883197819555568,
0.012874044490030132,
0.011955917015079452,
0.011566610139668369,
0.011130923503797763,
0.010214402152826079,
0.009761149659908805,
0.008236405838503802,
0.008052193195491253,
0.008031073066715392,
0.0080010915636008,
0.007870142117504041,
0.00784855989073597,
0.007670642566412625,
0.0074625279820521185,
0.0074474978756127064,
0.007298343813108089,
0.006781039577379237,
0.006681942971787018,
0.006562596894185875,
0.006554554254724873,
0.006367796571064348,
0.006319860732470947,
0.006302506055211746,
0.006003559002342339,
0.00598084696135925,
0.005944962866667475,
0.005636324912333709,
0.005496699687342377,
0.0052473511029161165,
0.005094075235201163,
0.005037407261378643,
0.004902015617896705,
0.00489005490010202,
0.004695447004828184,
0.00467320981464459,
0.004661264778113244,
0.004624339595028547,
0.00462214839960345,
0.004556934956433488,
0.004478426175970566,
0.004151967809476395,
0.003976810759572677,
0.003722026718310092,
0.003239048108030098,
0.003212096374825743,
0.003149209221675524,
0.003071609854838972,
0.00304934866545043,
0.0029837180050695323,
0.002876044435309527,
0.0027307300453402027,
0.002693040787779521,
0.002691740700557959,
0.002615045090936491,
0.0025962622834050045,
0.0024522283313685236,
0.002319930045719856,
0.00206183939452136,
0.002040783923285931,
0.0020182114149512992,
0.0020112116850040064,
0.0019360281890834223,
0.0019103563257985147,
0.0018520068346914078,
0.0018392334868094925,
0.0018369328945891557,
0.0017455168314019507,
0.0017324423297579593,
0.001700713539414729,
0.0015964221432041457,
0.0015232208491941148,
0.001469073375488116,
0.001462372315915132,
0.001402227561492879,
0.0013793080492296773,
0.001301036413235361,
0.001268551654206855,
0.001250500682762326,
0.0011978380126063018,
0.001094403808933912,
0.0010667346123270493,
0.0010407052798612954,
0.0009315105345703115,
0.0009185611935662901,
0.0008345121196661762,
0.0007459191330062817,
0.0007039089546861329,
0.0006768169831851347,
0.0004248808784973657,
0.0003945759716839154,
0.0003682468263790555,
0.00023643593990149383,
0.00015318868063357436,
0.0001073288039387905,
5.4394780486331415e-05,
3.549413382303089e-05,
1.0028377931602644e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 94.99999999999999,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0
},
"selection": {
"precision": 6.402267673765593,
"recall": 1.7261904761904758,
"f1": 2.7134873437646267,
"jaccard": 1.3765618207165131
}
}
} |