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{
"significant_genes": {
"Variable": [
"COPS3",
"PTRH2",
"BET1",
"TTC21B",
"NSD1",
"INTS9",
"KAZALD1",
"AP3B1",
"TMC4",
"TP53I3",
"LSM1",
"TCEAL8",
"SUPT16H",
"GBA1LP",
"S100A9",
"DDX11L9",
"CHM",
"PRKAG3",
"PSG8",
"PKP1",
"PHTF2",
"PAIP2B",
"IL17REL",
"LAMA3",
"SYT12",
"DKK3",
"FASTKD1",
"RHOA",
"TGFB2",
"SNAR-I",
"WHAMMP2",
"IRF1",
"SLC46A1",
"LIPA",
"CARD17P",
"RAB11FIP4",
"SELENOW",
"POLRMT",
"GSTO1",
"NEO1",
"SPX",
"OTULIN",
"CLIP4",
"HSD17B11",
"SPHK1",
"C19orf53",
"SNORD36A",
"INKA2",
"IFIH1",
"TMCC2",
"HOXA9",
"TRAPPC12",
"ISG20",
"PDSS2",
"FAM177A1",
"MRTO4",
"GCLC",
"MARCHF9",
"LRRD1",
"CYREN",
"WRAP73",
"RPL14",
"H4C4",
"LZTS2",
"TREM1",
"RAB21",
"GEMIN4",
"GSTA2",
"GLI2",
"PSCA",
"ZNF33B",
"GPC2",
"HFE",
"MBD3",
"GNL3",
"GNG5",
"APOBEC3B",
"ARSI",
"H1-10",
"CSKMT",
"TTC23",
"FABP4",
"SLC1A2",
"ANK1",
"SLC7A6OS",
"ARID3A",
"LGALS3",
"NEDD9",
"PRAMEF15",
"CYP1B1",
"ZFAND2A",
"RARRES1",
"PROK1",
"PNRC2",
"LHFPL2",
"PTPN12",
"RINT1",
"ANKZF1",
"ATXN7L1",
"FOSB",
"TPTE2",
"FAAH2",
"TUSC2",
"DENND6A",
"CCDC71L",
"RMDN1",
"TMEM119",
"SDF2L1",
"HS6ST1",
"SLC6A12"
],
"Coefficient": [
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0.044090021761625325,
-0.03507406310459715,
0.03273639873332245,
0.030137807453202135,
-0.02118296261658563,
0.020071911073140474,
0.0197930235788203,
-0.01975509698957833,
-0.019139089782976203,
0.018205366477934422,
-0.01791363982182675,
0.01786866998162228,
0.017821013150543328,
0.014773316849363293,
0.013659285648896511,
-0.012295236832926106,
-0.012169864540828216,
0.011797077162871091,
0.010802749860278002,
-0.01067548728657969,
0.010327384496895244,
0.01020609823937268,
-0.009650402310462856,
0.009437145667876946,
-0.009313318296640224,
-0.009201328633256166,
-0.008976675325094984,
-0.008695011370436953,
-0.008284209499427014,
0.0081171616737928,
0.00805756035937071,
-0.0077215578203786005,
0.0070777329539009936,
0.006995730531890058,
0.006263820058795312,
0.006189915307153507,
-0.006006719079164175,
0.005968248054611544,
-0.0059600608005312,
-0.005951178754707868,
-0.005605359601915958,
0.005524923836216832,
0.005469819946196322,
-0.005451154274663864,
0.005170652033138973,
-0.005094549422076878,
-0.005012712454207393,
0.004976043147988725,
0.004907938598376498,
-0.004625529070236666,
-0.004361919313333705,
0.004137916818738204,
-0.003930103848372858,
0.003896610117236127,
0.00383139300425077,
-0.003750282303498373,
-0.003581852168716489,
0.0034948900170152964,
-0.003477156494694101,
-0.0033940262628479093,
0.003275122097703792,
0.0031343626672899957,
-0.003002369193524954,
0.002991626936675952,
0.0029703958323603406,
-0.002760278255197868,
-0.0026651532762923297,
-0.0026421231362400684,
-0.002615226430133139,
-0.002556579911543009,
0.0025329665266052427,
0.002474302418091008,
-0.002470296389499518,
-0.0023516154515393177,
0.002151032833100755,
0.0021368001868675374,
0.0019968755479598693,
0.0019450311527462265,
0.0019224875531060278,
0.0016499110002117531,
0.0016045830422935531,
0.00159330388684995,
0.0015587858283173915,
0.001519847743175759,
-0.0014577144175970463,
-0.0014439764303852437,
-0.001428687008135532,
0.0013807173899937446,
0.001344451418964535,
0.0013049178446547472,
0.0012433051181898918,
-0.0012143993188156745,
0.0011201211460955996,
0.0010947732064334951,
0.000907414711111699,
-0.0008357672831159279,
-0.0007513315885194744,
0.0007140104608091968,
-0.0006534066513207408,
-0.0006426940421535539,
0.0005658134977078835,
0.00031911849032952944,
0.0003019772258934057,
0.00027163965408124355,
0.00022103368375300602,
0.0001419046481834995,
0.0001209506610199753,
-9.231577729156145e-05,
4.572935495537335e-05
],
"Absolute Coefficient": [
0.04775704164369101,
0.044090021761625325,
0.03507406310459715,
0.03273639873332245,
0.030137807453202135,
0.02118296261658563,
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0.01975509698957833,
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0.018205366477934422,
0.01791363982182675,
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0.017821013150543328,
0.014773316849363293,
0.013659285648896511,
0.012295236832926106,
0.012169864540828216,
0.011797077162871091,
0.010802749860278002,
0.01067548728657969,
0.010327384496895244,
0.01020609823937268,
0.009650402310462856,
0.009437145667876946,
0.009313318296640224,
0.009201328633256166,
0.008976675325094984,
0.008695011370436953,
0.008284209499427014,
0.0081171616737928,
0.00805756035937071,
0.0077215578203786005,
0.0070777329539009936,
0.006995730531890058,
0.006263820058795312,
0.006189915307153507,
0.006006719079164175,
0.005968248054611544,
0.0059600608005312,
0.005951178754707868,
0.005605359601915958,
0.005524923836216832,
0.005469819946196322,
0.005451154274663864,
0.005170652033138973,
0.005094549422076878,
0.005012712454207393,
0.004976043147988725,
0.004907938598376498,
0.004625529070236666,
0.004361919313333705,
0.004137916818738204,
0.003930103848372858,
0.003896610117236127,
0.00383139300425077,
0.003750282303498373,
0.003581852168716489,
0.0034948900170152964,
0.003477156494694101,
0.0033940262628479093,
0.003275122097703792,
0.0031343626672899957,
0.003002369193524954,
0.002991626936675952,
0.0029703958323603406,
0.002760278255197868,
0.0026651532762923297,
0.0026421231362400684,
0.002615226430133139,
0.002556579911543009,
0.0025329665266052427,
0.002474302418091008,
0.002470296389499518,
0.0023516154515393177,
0.002151032833100755,
0.0021368001868675374,
0.0019968755479598693,
0.0019450311527462265,
0.0019224875531060278,
0.0016499110002117531,
0.0016045830422935531,
0.00159330388684995,
0.0015587858283173915,
0.001519847743175759,
0.0014577144175970463,
0.0014439764303852437,
0.001428687008135532,
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0.001344451418964535,
0.0013049178446547472,
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0.0007513315885194744,
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0.0006426940421535539,
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0.0003019772258934057,
0.00027163965408124355,
0.00022103368375300602,
0.0001419046481834995,
0.0001209506610199753,
9.231577729156145e-05,
4.572935495537335e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 95.55555555555554,
"precision": 0.0,
"recall": 0.0,
"f1": 0.0
},
"selection": {
"precision": 6.113576466306708,
"recall": 1.607142857142857,
"f1": 2.5425289392207704,
"jaccard": 1.2882910970972488
}
}
} |