Datasets:

Liu-Hy
/

GenoTEX

	{
	"significant_genes": {
	"Variable": [
	"STK11IP",
	"CD163",
	"IL6",
	"ENTPD1",
	"GMIP",
	"VEGFC",
	"MAGEC1",
	"PSMB10",
	"CCNO",
	"EIF2B4",
	"EZH2",
	"MET",
	"MMP7",
	"CDKN1A",
	"EPCAM",
	"MAGEB2",
	"GUSB",
	"HLA-DQA2",
	"GOT1",
	"GNLY",
	"FANCA",
	"API5",
	"CCL20",
	"ANLN",
	"TNFRSF17",
	"IL11",
	"IER3",
	"CDKN1C",
	"PIK3CA",
	"PVR",
	"TNFRSF11A",
	"CHUK",
	"KRAS",
	"SREBF1",
	"FSTL3",
	"SF3A1",
	"SAMD9",
	"HDAC11",
	"RPS6KB1",
	"MAP3K12",
	"SNAI1",
	"IDO1",
	"INHBA",
	"TNF",
	"CCNA1",
	"COL11A2",
	"MFGE8",
	"REN",
	"APC",
	"P4HA2",
	"TLR5",
	"ARG2",
	"CD79B",
	"HERC6",
	"PDK1",
	"NFKB1",
	"LDHA",
	"BIRC3",
	"MXI1",
	"ALDOC",
	"FCAR",
	"MTOR",
	"CCL8",
	"TSLP",
	"HSD11B1",
	"MAGEA1",
	"IKBKG",
	"IFT70A",
	"BRCA2",
	"TNFRSF10C",
	"TMUB2",
	"CD209",
	"E2F3",
	"SFRP1",
	"FUT4",
	"WNT2",
	"BRD4",
	"IL11RA",
	"CASP1",
	"ICAM3",
	"TNFSF8",
	"BAX",
	"ERBB2",
	"THBD",
	"HIF1A",
	"SLC1A5",
	"HDAC3",
	"G6PD",
	"MRE11",
	"P2RY13",
	"FADD",
	"MAGEA12",
	"MAP3K7"
	],
	"Coefficient": [
	-0.17195229232043657,
	-0.1464503682182673,
	-0.1354556957074453,
	-0.12947098019734674,
	0.11560105790568326,
	0.11330262498715644,
	-0.11322041590985636,
	0.10592751875479768,
	0.0972291941132746,
	0.0964789644350507,
	-0.09547810536553655,
	-0.09464893611024834,
	0.09029364824515933,
	-0.08610333574699179,
	0.08420476411690088,
	-0.08108140554595618,
	0.07665480382242357,
	0.07198191490353176,
	0.0678192362240543,
	0.06647715116973292,
	0.06507957617459265,
	0.06292343125850906,
	-0.06230539528425805,
	0.06218711450054874,
	-0.05934390464694045,
	0.0582329514521761,
	-0.05345572388424111,
	-0.05275295996468547,
	-0.05175590946133917,
	0.05034096613062946,
	0.04877110183206414,
	0.04803788149623263,
	-0.04759013237023368,
	0.04561666552441112,
	0.04311928852269316,
	0.042206770571725526,
	-0.039488023917278424,
	0.036244725623816726,
	-0.03599162156669146,
	0.03577306610542641,
	0.03319475614705214,
	0.03218982794787448,
	0.0316062133821144,
	0.031437134987531985,
	-0.02867606459515742,
	0.02713244623712171,
	-0.02437844237030676,
	-0.023231168944735835,
	0.021485813934799328,
	0.020067052540438033,
	-0.019914687157926197,
	-0.019722277891170578,
	0.019206546195939533,
	-0.018880703560548287,
	-0.01870484535286447,
	0.018512530425942385,
	0.018191908482032677,
	-0.017557978614165026,
	0.016724581301722486,
	-0.016408528031018617,
	0.01476049062929315,
	-0.014398167828760735,
	0.012865752836806015,
	0.012852703513334634,
	0.012775301003566364,
	-0.012248456704703382,
	0.010422948134586104,
	-0.010105252275890885,
	0.009816647194386125,
	0.009312408065045156,
	0.009201559008415678,
	0.00871858288884559,
	-0.00861422415139896,
	-0.007443375172789133,
	0.007394810215380354,
	0.006839754418014736,
	0.006520878916418465,
	0.006442265600639185,
	-0.0064139941206812845,
	0.005631582085473647,
	-0.0055274772940714706,
	-0.005448610752789327,
	0.005243952280983136,
	0.004435778996877466,
	-0.004294770693109835,
	0.0038042973912100686,
	0.0030333890696636356,
	-0.002285858628867437,
	-0.0015623130571226628,
	0.0013082882082572436,
	0.0012830635794648653,
	-0.0005954067888595141,
	-5.329729180793031e-05
	],
	"Absolute Coefficient": [
	0.17195229232043657,
	0.1464503682182673,
	0.1354556957074453,
	0.12947098019734674,
	0.11560105790568326,
	0.11330262498715644,
	0.11322041590985636,
	0.10592751875479768,
	0.0972291941132746,
	0.0964789644350507,
	0.09547810536553655,
	0.09464893611024834,
	0.09029364824515933,
	0.08610333574699179,
	0.08420476411690088,
	0.08108140554595618,
	0.07665480382242357,
	0.07198191490353176,
	0.0678192362240543,
	0.06647715116973292,
	0.06507957617459265,
	0.06292343125850906,
	0.06230539528425805,
	0.06218711450054874,
	0.05934390464694045,
	0.0582329514521761,
	0.05345572388424111,
	0.05275295996468547,
	0.05175590946133917,
	0.05034096613062946,
	0.04877110183206414,
	0.04803788149623263,
	0.04759013237023368,
	0.04561666552441112,
	0.04311928852269316,
	0.042206770571725526,
	0.039488023917278424,
	0.036244725623816726,
	0.03599162156669146,
	0.03577306610542641,
	0.03319475614705214,
	0.03218982794787448,
	0.0316062133821144,
	0.031437134987531985,
	0.02867606459515742,
	0.02713244623712171,
	0.02437844237030676,
	0.023231168944735835,
	0.021485813934799328,
	0.020067052540438033,
	0.019914687157926197,
	0.019722277891170578,
	0.019206546195939533,
	0.018880703560548287,
	0.01870484535286447,
	0.018512530425942385,
	0.018191908482032677,
	0.017557978614165026,
	0.016724581301722486,
	0.016408528031018617,
	0.01476049062929315,
	0.014398167828760735,
	0.012865752836806015,
	0.012852703513334634,
	0.012775301003566364,
	0.012248456704703382,
	0.010422948134586104,
	0.010105252275890885,
	0.009816647194386125,
	0.009312408065045156,
	0.009201559008415678,
	0.00871858288884559,
	0.00861422415139896,
	0.007443375172789133,
	0.007394810215380354,
	0.006839754418014736,
	0.006520878916418465,
	0.006442265600639185,
	0.0064139941206812845,
	0.005631582085473647,
	0.0055274772940714706,
	0.005448610752789327,
	0.005243952280983136,
	0.004435778996877466,
	0.004294770693109835,
	0.0038042973912100686,
	0.0030333890696636356,
	0.002285858628867437,
	0.0015623130571226628,
	0.0013082882082572436,
	0.0012830635794648653,
	0.0005954067888595141,
	5.329729180793031e-05
	]
	},
	"cv_performance": {
	"prediction": {
	"accuracy": 61.17647058823529,
	"precision": 27.71428571428571,
	"recall": 31.333333333333332,
	"f1": 27.77777777777778
	},
	"selection": {
	"precision": 19.38149765850442,
	"recall": 12.941176470588236,
	"f1": 15.514294773659415,
	"jaccard": 8.421882643728546
	}
	}
	}