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{
"significant_genes": {
"Variable": [
"SMOC1",
"DCTD",
"CYB5D2",
"TMCC1",
"MYO5A",
"GULP1",
"UQCRC2",
"F11R",
"KRT12",
"STK32B",
"MARCHF7",
"SLURP1",
"FGF12",
"AMH",
"AASDHPPT",
"ADCK2",
"ZDHHC4",
"CSPG4",
"COMMD7",
"GFAP",
"ARRB1",
"SMAD6",
"C1RL",
"NCOR1",
"TBL1X",
"UTRN",
"KCNJ4",
"KDM5B",
"COQ2",
"CBX4",
"DHRS7",
"ITGB1BP1",
"NDRG3",
"KMT2C",
"ALDH1L1",
"GPRC5C",
"PRPF18",
"BICD2",
"PTGS1",
"BOK",
"ADGRL1",
"URI1",
"PRKCE",
"TMEM147",
"GATA3",
"ERF",
"SLC30A9",
"H1-2",
"ERGIC3",
"CUL1",
"LTK",
"PARVA",
"PMM2",
"PRKAG1",
"CLN6",
"SUN1",
"LINC01547",
"TINCR",
"NAGA",
"NOS1",
"LIN7C",
"SOX30",
"QSOX1",
"SNTB1",
"ALG2",
"ENPP1",
"PON2",
"FBXO25",
"RIOX2",
"ZNF117",
"ARRDC3",
"HARS2",
"MLLT11",
"UCP2",
"ZBTB7B",
"TM9SF4",
"ST14",
"PAX1",
"BRD4",
"CMTM8",
"ELF4",
"ARIH2",
"NECTIN2",
"GPR137B",
"GNB4",
"PIK3C3",
"CLDND2",
"GTF3C5",
"ZSCAN9",
"SPG11",
"PIGX",
"TNPO2",
"LHB",
"NCAPG2",
"RNH1",
"F3",
"IPO11",
"RAB2B",
"PCED1A",
"SPTAN1",
"TOB1",
"HSDL1",
"DXO",
"SGTA",
"CREB5",
"CBFA2T3",
"IRF3",
"STN1",
"SNIP1",
"NUP54",
"RNF168",
"PRKACA",
"TNR",
"JUNB",
"RIMKLB",
"BLTP2",
"AGR2",
"DUS3L",
"CCAR1",
"BOD1",
"DTWD2",
"R3HCC1L",
"STRIP1",
"TRIM8",
"NDUFS4",
"PHF2",
"CDON",
"CYP4F11",
"DPP3",
"FMNL2",
"NR2C1",
"MRPL33",
"KLC2",
"RABAC1",
"NOCT",
"GOLPH3",
"HYAL1",
"IL1R2",
"POLR1A",
"LMBR1",
"ETV4",
"MUC7",
"POU2AF1",
"GHRH",
"MPC1",
"TUBGCP5",
"CEP57L1",
"PWP1",
"NDE1",
"DUSP10",
"AOPEP",
"DCD",
"CHST10",
"ITPKB",
"CHCHD6",
"SEZ6",
"GPALPP1",
"NR1D1",
"MARK3"
],
"Coefficient": [
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0.016160022662720822,
-0.015505422887890826,
-0.015138207839728794,
-0.014321221198649316,
-0.013727899126334788,
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-0.010779563139949567,
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0.00854243625378314,
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0.00797557801319654,
-0.007280440762906516,
0.007206916378277974,
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-0.0020685689039703775,
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0.0014923512481726312,
-0.0014623081329814742,
0.0014491124077695612,
-0.0014453561238376175,
0.0013285943309989578,
0.0013072343346928817,
-0.0012136048283246201,
-0.0012116960830744412,
0.0011995607526025468,
0.0011437829604122882,
0.001085328545977893,
0.0010344576987425496,
0.0010160264289234139,
0.0008837098851063815,
-0.0008276867903417669,
0.0007305708000793239,
0.0007276989429332786,
-0.0007152204069996798,
-0.0007052947311439439,
0.0006827010336608463,
-0.0006633327878446207,
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0.0006425792908124041,
0.0005892337332529092,
-0.0004862358191856881,
0.00038201628495067964,
-0.0003727858646404333,
0.00020215286911019515,
0.0001944837117494494,
-0.00014284289160835357,
0.00013097999920617102,
-0.00010824262325512284,
8.735098215996662e-05,
-7.122609585489962e-05,
3.617125543100476e-05,
4.404532894027673e-06
],
"Absolute Coefficient": [
0.032071330343509084,
0.027437166377965075,
0.025381856755973996,
0.020766373113492595,
0.018802042635106656,
0.01720130812082483,
0.016633177717881167,
0.016336111132370892,
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0.015505422887890826,
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0.013727899126334788,
0.013149091629235369,
0.012417419160266353,
0.012414086200665215,
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0.01142527850819402,
0.011310995916514358,
0.011156284434438281,
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0.010880828829386412,
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0.010517358646312678,
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0.00994245753417383,
0.009771308560976135,
0.009676612220020699,
0.009441222200480734,
0.009426715307058745,
0.009375286106507574,
0.008931953605434405,
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0.00854243625378314,
0.008211707165136571,
0.00797557801319654,
0.007280440762906516,
0.007206916378277974,
0.007034524332322498,
0.006766970661866834,
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0.006692670204092882,
0.0066624394233311375,
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0.006412030917108528,
0.006404896374519739,
0.006175664468964415,
0.006019994244871818,
0.005986889795596623,
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0.005848066693995772,
0.0058169182464294375,
0.005816256926143728,
0.005770837655404718,
0.005560712722310684,
0.005426998497495017,
0.005396060957183302,
0.005021126324717712,
0.004984170236668568,
0.004946160997975581,
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0.0039307743265020725,
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]
},
"cv_performance": {
"prediction": {
"accuracy": 95.49295774647888,
"precision": 70.0,
"recall": 31.666666666666664,
"f1": 41.33333333333333
},
"selection": {
"precision": 0.14084507042253522,
"recall": 2.0,
"f1": 0.2631578947368421,
"jaccard": 0.13245033112582782
}
}
} |