{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"TTC21B", | |
"BET1", | |
"NSD1", | |
"TCEAL8", | |
"TMC4", | |
"KAZALD1", | |
"AP3B1", | |
"TP53I3", | |
"INTS9", | |
"PRKAG3", | |
"LSM1", | |
"SUPT16H", | |
"PSG8", | |
"S100A9", | |
"DDX11L9", | |
"PKP1", | |
"CHM", | |
"GBA1LP", | |
"IL17REL", | |
"SLC46A1", | |
"PHTF2", | |
"PAIP2B", | |
"SYT12", | |
"IRF1", | |
"FASTKD1", | |
"DKK3", | |
"WHAMMP2", | |
"LAMA3", | |
"HOXA9", | |
"TGFB2", | |
"RHOA", | |
"EGR1", | |
"OTULIN", | |
"RAB11FIP4", | |
"CARD17P", | |
"URGCP", | |
"RARRES1", | |
"GSTO1", | |
"NEO1", | |
"ISG20", | |
"LIPA", | |
"SPX", | |
"MBD3", | |
"HSD17B11", | |
"IFIH1", | |
"AHSP", | |
"MALSU1", | |
"GPC2", | |
"LZTS2", | |
"MARCHF9", | |
"FAM177A1", | |
"GCLC", | |
"RPL14", | |
"SNORD36A", | |
"RAB21", | |
"SNAR-I", | |
"GPAT2", | |
"PROCR", | |
"LRRD1", | |
"MRTO4", | |
"C19orf53", | |
"SELENOW", | |
"GEMIN4", | |
"CLIP4", | |
"ARSI", | |
"ZNF33B", | |
"ARID3A", | |
"PSCA", | |
"RSAD2", | |
"TREM1", | |
"H1-10", | |
"HFE", | |
"TPTE2", | |
"SLC7A6OS", | |
"CYREN", | |
"TUSC2", | |
"GNL3", | |
"PAGE2", | |
"ANK1", | |
"TRAPPC12", | |
"GGCX", | |
"ZFYVE19", | |
"LHFPL2", | |
"ATP5F1C", | |
"GLI2", | |
"C12orf57", | |
"INKA2", | |
"CSKMT", | |
"SAA1", | |
"PTPN12", | |
"WRAP73", | |
"RINT1", | |
"CFC1", | |
"SMPD2", | |
"H4C4", | |
"FABP4", | |
"CBLN3", | |
"ANKZF1", | |
"PNRC2", | |
"ACAN", | |
"C4B", | |
"TGM2", | |
"GNG5", | |
"CCDC106", | |
"GSPT2", | |
"ETAA1" | |
], | |
"Coefficient": [ | |
-0.05353261767357494, | |
0.044966183950559784, | |
0.03909439502593331, | |
-0.032818268465730764, | |
0.025635695932270545, | |
-0.02109772484063974, | |
-0.020819370740010612, | |
0.02037761621212191, | |
0.019823189780828945, | |
-0.019582660190343326, | |
-0.019058265993635755, | |
-0.015744637415990508, | |
0.015464288914441923, | |
0.014777236852339184, | |
0.013969323809304284, | |
0.013763293006321621, | |
0.013718319103358509, | |
0.012883971032350172, | |
-0.012807927889146342, | |
0.012645907984486851, | |
0.012321443203365682, | |
-0.01201660644970576, | |
-0.010625381111388105, | |
0.010622450737413067, | |
0.010302950776222636, | |
0.009805035390590132, | |
-0.009799175707339115, | |
-0.009019756360447106, | |
0.008153097820748655, | |
-0.008141558985445614, | |
-0.007782520192814473, | |
-0.0077514723235220465, | |
-0.0076657506397099185, | |
-0.007619409943274587, | |
-0.006898830423005736, | |
0.006630543171357334, | |
0.006407877320713257, | |
0.006259454173786676, | |
0.006195882266670413, | |
0.005900578396410638, | |
-0.005864176291290416, | |
0.00561910174778564, | |
0.005567197110523911, | |
-0.005185197567167819, | |
-0.005171977078876185, | |
0.005020057350007528, | |
0.004934808160333844, | |
0.004686398989136408, | |
0.0046493292325535, | |
0.004443526478604249, | |
-0.004406208400498327, | |
-0.0041404790747216706, | |
0.004133354433133756, | |
-0.003907852623979313, | |
0.0038335991017301825, | |
-0.0036781081844818853, | |
0.0036106957753692767, | |
-0.003595799494482374, | |
-0.0035531851848224064, | |
0.003502480863607861, | |
0.0034640529501905335, | |
0.003302071475048187, | |
0.0032346712753153982, | |
0.0032050333364230157, | |
-0.003096899567746007, | |
0.002934557497472962, | |
0.002795456422682677, | |
-0.0027230926941649142, | |
-0.0026981177756328673, | |
-0.0026966385883695843, | |
0.0026537494950928807, | |
0.0025713048856281333, | |
0.00235480126670887, | |
0.002317355400303509, | |
-0.002237343096134137, | |
0.0022209387165604126, | |
-0.0021507882398363824, | |
0.0021212768000626178, | |
-0.001964128934988211, | |
0.0018969491159752311, | |
0.0018859328168411415, | |
-0.0018259911652626377, | |
0.0016846423871274719, | |
0.0014863482751082773, | |
0.0014776126987636794, | |
-0.0012191688344966977, | |
-0.001168721224570505, | |
-0.0011463736962300435, | |
-0.0008606428147963884, | |
0.0007202711552801147, | |
-0.0007130644591182084, | |
0.0006815075098118002, | |
-0.0006739899158961316, | |
-0.0006135968475886952, | |
-0.0005522728361730493, | |
-0.00048669502126340357, | |
0.00047876177434674777, | |
0.00036479992472381576, | |
-0.00021705959739507272, | |
-0.0001825904146567619, | |
0.0001759195371819474, | |
0.00016629951458003276, | |
0.00015910596100963828, | |
7.49515099479801e-05, | |
7.10544806330943e-05, | |
-5.99580575317619e-05, | |
-2.1694545547901785e-05, | |
-4.047059680471594e-06 | |
], | |
"Absolute Coefficient": [ | |
0.05353261767357494, | |
0.044966183950559784, | |
0.03909439502593331, | |
0.032818268465730764, | |
0.025635695932270545, | |
0.02109772484063974, | |
0.020819370740010612, | |
0.02037761621212191, | |
0.019823189780828945, | |
0.019582660190343326, | |
0.019058265993635755, | |
0.015744637415990508, | |
0.015464288914441923, | |
0.014777236852339184, | |
0.013969323809304284, | |
0.013763293006321621, | |
0.013718319103358509, | |
0.012883971032350172, | |
0.012807927889146342, | |
0.012645907984486851, | |
0.012321443203365682, | |
0.01201660644970576, | |
0.010625381111388105, | |
0.010622450737413067, | |
0.010302950776222636, | |
0.009805035390590132, | |
0.009799175707339115, | |
0.009019756360447106, | |
0.008153097820748655, | |
0.008141558985445614, | |
0.007782520192814473, | |
0.0077514723235220465, | |
0.0076657506397099185, | |
0.007619409943274587, | |
0.006898830423005736, | |
0.006630543171357334, | |
0.006407877320713257, | |
0.006259454173786676, | |
0.006195882266670413, | |
0.005900578396410638, | |
0.005864176291290416, | |
0.00561910174778564, | |
0.005567197110523911, | |
0.005185197567167819, | |
0.005171977078876185, | |
0.005020057350007528, | |
0.004934808160333844, | |
0.004686398989136408, | |
0.0046493292325535, | |
0.004443526478604249, | |
0.004406208400498327, | |
0.0041404790747216706, | |
0.004133354433133756, | |
0.003907852623979313, | |
0.0038335991017301825, | |
0.0036781081844818853, | |
0.0036106957753692767, | |
0.003595799494482374, | |
0.0035531851848224064, | |
0.003502480863607861, | |
0.0034640529501905335, | |
0.003302071475048187, | |
0.0032346712753153982, | |
0.0032050333364230157, | |
0.003096899567746007, | |
0.002934557497472962, | |
0.002795456422682677, | |
0.0027230926941649142, | |
0.0026981177756328673, | |
0.0026966385883695843, | |
0.0026537494950928807, | |
0.0025713048856281333, | |
0.00235480126670887, | |
0.002317355400303509, | |
0.002237343096134137, | |
0.0022209387165604126, | |
0.0021507882398363824, | |
0.0021212768000626178, | |
0.001964128934988211, | |
0.0018969491159752311, | |
0.0018859328168411415, | |
0.0018259911652626377, | |
0.0016846423871274719, | |
0.0014863482751082773, | |
0.0014776126987636794, | |
0.0012191688344966977, | |
0.001168721224570505, | |
0.0011463736962300435, | |
0.0008606428147963884, | |
0.0007202711552801147, | |
0.0007130644591182084, | |
0.0006815075098118002, | |
0.0006739899158961316, | |
0.0006135968475886952, | |
0.0005522728361730493, | |
0.00048669502126340357, | |
0.00047876177434674777, | |
0.00036479992472381576, | |
0.00021705959739507272, | |
0.0001825904146567619, | |
0.0001759195371819474, | |
0.00016629951458003276, | |
0.00015910596100963828, | |
7.49515099479801e-05, | |
7.10544806330943e-05, | |
5.99580575317619e-05, | |
2.1694545547901785e-05, | |
4.047059680471594e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 94.99999999999999, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.71736696258728, | |
"recall": 1.845238095238095, | |
"f1": 2.893696719853526, | |
"jaccard": 1.4691287948145164 | |
} | |
} | |
} |