{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"TTC21B", | |
"BET1", | |
"NSD1", | |
"TMC4", | |
"INTS9", | |
"KAZALD1", | |
"AP3B1", | |
"SUPT16H", | |
"TP53I3", | |
"TCEAL8", | |
"LSM1", | |
"PRKAG3", | |
"GBA1LP", | |
"CHM", | |
"PKP1", | |
"PSG8", | |
"IL17REL", | |
"DDX11L9", | |
"S100A9", | |
"FASTKD1", | |
"SLC46A1", | |
"SYT12", | |
"DKK3", | |
"SELENOW", | |
"CARD17P", | |
"PAIP2B", | |
"WHAMMP2", | |
"TGFB2", | |
"RHOA", | |
"PHTF2", | |
"LAMA3", | |
"SPX", | |
"HOXA9", | |
"HSD17B11", | |
"SNAR-I", | |
"NEO1", | |
"IFIH1", | |
"ISG20", | |
"H4C4", | |
"EGR1", | |
"TMCC2", | |
"C19orf53", | |
"RARRES1", | |
"INKA2", | |
"IRF1", | |
"RAB21", | |
"POLRMT", | |
"WRAP73", | |
"LIPA", | |
"SNORD36A", | |
"GPC2", | |
"OTULIN", | |
"LZTS2", | |
"GCLC", | |
"RPL14", | |
"GNG5", | |
"SMPD2", | |
"TTC23", | |
"GPAT2", | |
"PSCA", | |
"AHSP", | |
"RAB11FIP4", | |
"CYREN", | |
"HFE", | |
"ARSI", | |
"TREM1", | |
"FABP4", | |
"ATP5F1C", | |
"ZNF33B", | |
"CLIP4", | |
"SLC7A6OS", | |
"ATXN7L1", | |
"MRTO4", | |
"VPS41", | |
"HSPG2", | |
"LRRD1", | |
"TRAPPC12", | |
"RINT1", | |
"MARCHF9", | |
"GSTO1", | |
"PDSS2", | |
"GGCX", | |
"EIF5AL1", | |
"CSKMT", | |
"FAAH2", | |
"TPTE2", | |
"LGALS3", | |
"SDF2L1", | |
"GNL3", | |
"ARID3A", | |
"NEDD9", | |
"CCDC71L", | |
"SNAP29", | |
"CFC1", | |
"GSTA2", | |
"TGM2", | |
"SLC6A12", | |
"DARS1", | |
"EDF1", | |
"H1-10", | |
"GEMIN4", | |
"C8orf82", | |
"APOBEC3B", | |
"RSAD2", | |
"ANKZF1", | |
"CYP1B1", | |
"BNIP2", | |
"AP2S1", | |
"PROK1", | |
"ANGPT2" | |
], | |
"Coefficient": [ | |
-0.04896850509200407, | |
0.04637530412579549, | |
0.0370963132246863, | |
-0.03416815679162683, | |
0.030720153219615253, | |
-0.02176577782376804, | |
-0.021648174187057116, | |
0.02138276038702454, | |
0.020337025878311307, | |
0.020143443367323217, | |
-0.020109815279136443, | |
-0.01947120513441069, | |
0.016064207569951427, | |
-0.016013500146409947, | |
0.01585710220780261, | |
-0.013777797848909567, | |
0.013131398752969753, | |
0.011857461023361035, | |
0.011750032655739536, | |
0.01101726307498091, | |
0.01069691663649401, | |
-0.010668546450191482, | |
-0.010502717172941382, | |
0.010272392576008689, | |
-0.009628290343017413, | |
0.009387297102965379, | |
0.008997557464183717, | |
0.008939230649473988, | |
0.00861790347954082, | |
-0.008316513984138484, | |
-0.008166286949824882, | |
-0.006984739292071093, | |
-0.006173585840945957, | |
-0.005962381537545539, | |
-0.00593915402687781, | |
0.00587627767978706, | |
-0.005873010606982702, | |
-0.005632561591649317, | |
0.005440406379601086, | |
0.005269699246668604, | |
0.005254303019256081, | |
-0.005088700480216503, | |
0.004953427096610258, | |
0.004945434248022905, | |
0.0047122769304493405, | |
-0.004611209782719715, | |
0.004541718245011478, | |
0.004481441691572441, | |
-0.004265578659831079, | |
-0.0041941703565590675, | |
0.004084639531310755, | |
-0.004080329015556344, | |
0.003831554244219814, | |
-0.003725588518444813, | |
-0.003709799927408737, | |
-0.003623876838154422, | |
0.0034562862883456436, | |
0.0033116531710387187, | |
-0.0031932079935059437, | |
0.0031690968157124977, | |
-0.0031086645918177013, | |
-0.00307671390503039, | |
0.003000539914389925, | |
0.00277319700175568, | |
-0.002729265841087992, | |
0.0026936328014534154, | |
0.002480022223266154, | |
0.002432569194195304, | |
0.00226920467475702, | |
-0.002090249406154042, | |
-0.0020864974575282194, | |
0.002079109411237881, | |
0.0019561523330506557, | |
0.0019505971669638064, | |
0.0019399630101538516, | |
-0.0019185917657836905, | |
-0.0018126587514480656, | |
0.0017940394709139859, | |
-0.0017653071387442815, | |
-0.0017625394569123008, | |
-0.0017530119931094788, | |
0.0017204899583612792, | |
-0.0015491714965357698, | |
0.0014595390544838525, | |
-0.0014520907392802903, | |
0.0013504080940970912, | |
0.001340041581047801, | |
-0.0013313091462423033, | |
-0.0013302972816869572, | |
0.0013269897210689352, | |
-0.0012775770376588112, | |
-0.0011884780508809416, | |
-0.0011699028977753797, | |
0.0011059831847212694, | |
-0.0009645770989165645, | |
-0.0009033730190581662, | |
-0.0008460632306349414, | |
0.0008307099640400814, | |
0.000792646090124428, | |
-0.0007906849969650802, | |
0.0007797159770867672, | |
0.00075452692812342, | |
-0.0006818112510428341, | |
-0.0006320953717404539, | |
0.0005584476285345877, | |
0.0005551245437422137, | |
-0.0004965849079617463, | |
0.0004375470481081108, | |
-0.0003030346271636907, | |
9.506329034145213e-05, | |
-7.56149975936086e-05, | |
4.675300181830645e-05 | |
], | |
"Absolute Coefficient": [ | |
0.04896850509200407, | |
0.04637530412579549, | |
0.0370963132246863, | |
0.03416815679162683, | |
0.030720153219615253, | |
0.02176577782376804, | |
0.021648174187057116, | |
0.02138276038702454, | |
0.020337025878311307, | |
0.020143443367323217, | |
0.020109815279136443, | |
0.01947120513441069, | |
0.016064207569951427, | |
0.016013500146409947, | |
0.01585710220780261, | |
0.013777797848909567, | |
0.013131398752969753, | |
0.011857461023361035, | |
0.011750032655739536, | |
0.01101726307498091, | |
0.01069691663649401, | |
0.010668546450191482, | |
0.010502717172941382, | |
0.010272392576008689, | |
0.009628290343017413, | |
0.009387297102965379, | |
0.008997557464183717, | |
0.008939230649473988, | |
0.00861790347954082, | |
0.008316513984138484, | |
0.008166286949824882, | |
0.006984739292071093, | |
0.006173585840945957, | |
0.005962381537545539, | |
0.00593915402687781, | |
0.00587627767978706, | |
0.005873010606982702, | |
0.005632561591649317, | |
0.005440406379601086, | |
0.005269699246668604, | |
0.005254303019256081, | |
0.005088700480216503, | |
0.004953427096610258, | |
0.004945434248022905, | |
0.0047122769304493405, | |
0.004611209782719715, | |
0.004541718245011478, | |
0.004481441691572441, | |
0.004265578659831079, | |
0.0041941703565590675, | |
0.004084639531310755, | |
0.004080329015556344, | |
0.003831554244219814, | |
0.003725588518444813, | |
0.003709799927408737, | |
0.003623876838154422, | |
0.0034562862883456436, | |
0.0033116531710387187, | |
0.0031932079935059437, | |
0.0031690968157124977, | |
0.0031086645918177013, | |
0.00307671390503039, | |
0.003000539914389925, | |
0.00277319700175568, | |
0.002729265841087992, | |
0.0026936328014534154, | |
0.002480022223266154, | |
0.002432569194195304, | |
0.00226920467475702, | |
0.002090249406154042, | |
0.0020864974575282194, | |
0.002079109411237881, | |
0.0019561523330506557, | |
0.0019505971669638064, | |
0.0019399630101538516, | |
0.0019185917657836905, | |
0.0018126587514480656, | |
0.0017940394709139859, | |
0.0017653071387442815, | |
0.0017625394569123008, | |
0.0017530119931094788, | |
0.0017204899583612792, | |
0.0015491714965357698, | |
0.0014595390544838525, | |
0.0014520907392802903, | |
0.0013504080940970912, | |
0.001340041581047801, | |
0.0013313091462423033, | |
0.0013302972816869572, | |
0.0013269897210689352, | |
0.0012775770376588112, | |
0.0011884780508809416, | |
0.0011699028977753797, | |
0.0011059831847212694, | |
0.0009645770989165645, | |
0.0009033730190581662, | |
0.0008460632306349414, | |
0.0008307099640400814, | |
0.000792646090124428, | |
0.0007906849969650802, | |
0.0007797159770867672, | |
0.00075452692812342, | |
0.0006818112510428341, | |
0.0006320953717404539, | |
0.0005584476285345877, | |
0.0005551245437422137, | |
0.0004965849079617463, | |
0.0004375470481081108, | |
0.0003030346271636907, | |
9.506329034145213e-05, | |
7.56149975936086e-05, | |
4.675300181830645e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 94.44444444444444, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.248319104434274, | |
"recall": 1.7261904761904758, | |
"f1": 2.7007683623091125, | |
"jaccard": 1.370192363231022 | |
} | |
} | |
} |