Datasets:

Liu-Hy
/

GenoTEX

	{
	"significant_genes": {
	"Variable": [
	"STK11IP",
	"ENTPD1",
	"IL6",
	"CD163",
	"PSMB10",
	"GMIP",
	"EIF2B4",
	"CCNO",
	"VEGFC",
	"EZH2",
	"MAGEC1",
	"CDKN1A",
	"EPCAM",
	"MET",
	"PIK3CA",
	"MAGEB2",
	"MMP7",
	"GOT1",
	"API5",
	"PVR",
	"CCL20",
	"GUSB",
	"KRAS",
	"FANCA",
	"IER3",
	"SF3A1",
	"CDKN1C",
	"HLA-DQA2",
	"TSLP",
	"GNLY",
	"MFGE8",
	"FSTL3",
	"PDK1",
	"SNAI1",
	"TNF",
	"TNFRSF11A",
	"IL11",
	"ANLN",
	"INHBA",
	"CHUK",
	"P4HA2",
	"HDAC11",
	"HSD11B1",
	"TLR5",
	"BIRC3",
	"SREBF1",
	"HERC6",
	"COL11A2",
	"RPS6KB1",
	"APC",
	"CCNA1",
	"TMUB2",
	"MAGEA12",
	"MAGEA1",
	"TNFRSF17",
	"IDO1",
	"FCAR",
	"NFKB1",
	"MAP3K12",
	"REN",
	"TNFRSF10C",
	"IFT70A",
	"BAX",
	"WNT2",
	"MTOR",
	"IKBKG",
	"POLR2A",
	"EGR1",
	"COL11A1",
	"SAMD9",
	"FAP",
	"BRD4",
	"LDHA",
	"ICAM3",
	"CSF1",
	"ARG2",
	"HIF1A",
	"CD209",
	"ALDOC",
	"BBC3",
	"SFRP1",
	"IL11RA",
	"UBB",
	"FADD",
	"CDH2",
	"MAP3K7",
	"THBD",
	"TCF3",
	"TFRC",
	"TNFSF18",
	"E2F3",
	"EXO1",
	"MMP9",
	"BRCA2",
	"SBNO2",
	"MELK",
	"MRE11",
	"LY96",
	"TDO2",
	"MGMT",
	"FPR1"
	],
	"Coefficient": [
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	-0.14431215219315224,
	-0.14334498663642486,
	-0.13561652860628917,
	0.11503230016972876,
	0.1115663338078496,
	0.09895201870414322,
	0.08971007896187379,
	0.08881090789202091,
	-0.08873946800009774,
	-0.0851582248362015,
	-0.0764195504773394,
	0.07317262039450458,
	-0.072096113905922,
	-0.07077422575959717,
	-0.06953316181066406,
	0.06934770985624719,
	0.06681707863563055,
	0.06425619452621212,
	0.06162562755680602,
	-0.05982382716687378,
	0.05682159722120402,
	-0.055970773690741715,
	0.053979987355380794,
	-0.05267275187261544,
	0.05219066662437315,
	-0.050532134356448134,
	0.04999462124340049,
	0.048973221289920675,
	0.04838345257778419,
	-0.04674438138624424,
	0.04672530169304708,
	-0.046401695412222055,
	0.04592093625224841,
	0.04250732376381707,
	0.04021475663675005,
	0.04011483062191559,
	0.03969920490336815,
	0.03938203371847494,
	0.03794972167780975,
	0.037714325234957546,
	0.03765418433093273,
	0.037258570336907985,
	-0.03444135973055833,
	-0.03312839559463215,
	0.02893561419466362,
	-0.02886554050761246,
	0.028149707485555082,
	-0.02775517200606769,
	0.026830273685822394,
	-0.026732983014271457,
	0.025933148803936667,
	-0.024586604878078178,
	-0.024521022393618856,
	-0.024068970787444594,
	0.02352851399951039,
	0.022050124888744915,
	0.02133918871916947,
	0.021259232958205188,
	-0.021169774288448663,
	0.020786748659872453,
	-0.018821139484429796,
	-0.018279055618616157,
	0.017511446758093508,
	-0.017102470822116956,
	0.01706233003714422,
	0.015929605363664442,
	0.015288018487140799,
	0.014051424101105233,
	-0.013106357094818385,
	-0.010530393459403587,
	0.009423107667321785,
	0.009247605661896611,
	0.00891292891226824,
	0.008849378045429918,
	-0.007977266817914571,
	-0.006870244154324267,
	0.00661445356194726,
	-0.0041837755579075,
	-0.003981765059471952,
	-0.003948778827069372,
	0.0037101850385876365,
	0.0032047084380150454,
	0.002829657587085584,
	0.0024647965227510265,
	-0.0021463653377757456,
	0.0020657817578548657,
	0.0018710572769307938,
	-0.0017729401444960453,
	-0.0015378792771252611,
	-0.0011166083766655304,
	0.0009834656020843474,
	0.0009418126803063116,
	0.000829658935888079,
	0.0007025525626953957,
	0.0006714688799452781,
	-0.0005988549381070162,
	-0.0004240425464846923,
	0.00021875492487352557,
	4.427171321125599e-05,
	1.0849259641840438e-05
	],
	"Absolute Coefficient": [
	0.18603687412174727,
	0.14431215219315224,
	0.14334498663642486,
	0.13561652860628917,
	0.11503230016972876,
	0.1115663338078496,
	0.09895201870414322,
	0.08971007896187379,
	0.08881090789202091,
	0.08873946800009774,
	0.0851582248362015,
	0.0764195504773394,
	0.07317262039450458,
	0.072096113905922,
	0.07077422575959717,
	0.06953316181066406,
	0.06934770985624719,
	0.06681707863563055,
	0.06425619452621212,
	0.06162562755680602,
	0.05982382716687378,
	0.05682159722120402,
	0.055970773690741715,
	0.053979987355380794,
	0.05267275187261544,
	0.05219066662437315,
	0.050532134356448134,
	0.04999462124340049,
	0.048973221289920675,
	0.04838345257778419,
	0.04674438138624424,
	0.04672530169304708,
	0.046401695412222055,
	0.04592093625224841,
	0.04250732376381707,
	0.04021475663675005,
	0.04011483062191559,
	0.03969920490336815,
	0.03938203371847494,
	0.03794972167780975,
	0.037714325234957546,
	0.03765418433093273,
	0.037258570336907985,
	0.03444135973055833,
	0.03312839559463215,
	0.02893561419466362,
	0.02886554050761246,
	0.028149707485555082,
	0.02775517200606769,
	0.026830273685822394,
	0.026732983014271457,
	0.025933148803936667,
	0.024586604878078178,
	0.024521022393618856,
	0.024068970787444594,
	0.02352851399951039,
	0.022050124888744915,
	0.02133918871916947,
	0.021259232958205188,
	0.021169774288448663,
	0.020786748659872453,
	0.018821139484429796,
	0.018279055618616157,
	0.017511446758093508,
	0.017102470822116956,
	0.01706233003714422,
	0.015929605363664442,
	0.015288018487140799,
	0.014051424101105233,
	0.013106357094818385,
	0.010530393459403587,
	0.009423107667321785,
	0.009247605661896611,
	0.00891292891226824,
	0.008849378045429918,
	0.007977266817914571,
	0.006870244154324267,
	0.00661445356194726,
	0.0041837755579075,
	0.003981765059471952,
	0.003948778827069372,
	0.0037101850385876365,
	0.0032047084380150454,
	0.002829657587085584,
	0.0024647965227510265,
	0.0021463653377757456,
	0.0020657817578548657,
	0.0018710572769307938,
	0.0017729401444960453,
	0.0015378792771252611,
	0.0011166083766655304,
	0.0009834656020843474,
	0.0009418126803063116,
	0.000829658935888079,
	0.0007025525626953957,
	0.0006714688799452781,
	0.0005988549381070162,
	0.0004240425464846923,
	0.00021875492487352557,
	4.427171321125599e-05,
	1.0849259641840438e-05
	]
	},
	"cv_performance": {
	"prediction": {
	"accuracy": 62.35294117647059,
	"precision": 31.5,
	"recall": 37.83333333333333,
	"f1": 32.9059829059829
	},
	"selection": {
	"precision": 20.222508541975884,
	"recall": 13.445378151260504,
	"f1": 16.14366910682431,
	"jaccard": 8.781443061122307
	}
	}
	}