{ | |
"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 | |
} | |
} | |
} |