{ | |
"significant_genes": { | |
"Variable": [ | |
"LINC00115", | |
"GPR107", | |
"HSFY2", | |
"HCG4", | |
"NXPH2", | |
"H4C5", | |
"GSTM5", | |
"PPP6R2", | |
"S100A9", | |
"MAGEA4", | |
"IL18R1", | |
"RBMS2P1", | |
"ZNF788P", | |
"FBXO47", | |
"UROS", | |
"PLA1A", | |
"SMYD5", | |
"TAFA2", | |
"EIF1AY", | |
"IMPDH2", | |
"PRSS58", | |
"MIR1238", | |
"KAT6A", | |
"FECH", | |
"TDRG1", | |
"POMZP3", | |
"GUSBP14", | |
"GNB5", | |
"MIR1-1HG", | |
"TMEM59L", | |
"COPS5", | |
"ENHO", | |
"CFAP68", | |
"TRIM63", | |
"GTF2E2", | |
"MIR197", | |
"ZFYVE21", | |
"SPANXC", | |
"LHX4", | |
"MESD", | |
"TMEM86B", | |
"RAB11A", | |
"TC2N", | |
"NPNT", | |
"GPR137B", | |
"ATP6V1G1", | |
"VDAC1", | |
"RPL14", | |
"CACNG6", | |
"MAGEA2B", | |
"ZNF510", | |
"FLJ40194", | |
"PWRN1", | |
"SNORA59A", | |
"SHISAL2B", | |
"PTPN1", | |
"NUP188", | |
"SCGN", | |
"PCDHB8", | |
"SFTA1P", | |
"GRIP1", | |
"EHD1", | |
"SNHG28", | |
"FAM201A", | |
"OMG", | |
"PSMC1", | |
"MIR507", | |
"FOLR3", | |
"NUDT16", | |
"SCHIP1", | |
"PRAMEF14", | |
"GSR", | |
"MRPL37", | |
"LRRC23", | |
"SPEG", | |
"RBBP8", | |
"TMEM19", | |
"TM4SF18", | |
"MORC2-AS1", | |
"NYAP2", | |
"CYB5R3", | |
"STPG4", | |
"CNN3", | |
"MYL12B", | |
"PCDHB11", | |
"RAVER2", | |
"RPS19", | |
"PPP2CB", | |
"PIK3C2A", | |
"PRKY", | |
"PCCA", | |
"CDY1", | |
"CCNQP1", | |
"ABHD16A", | |
"ZNF527", | |
"KRT19", | |
"RAB6C", | |
"FAM178B", | |
"MIR146A", | |
"DCAF5", | |
"EVL", | |
"HLA-DRB1", | |
"MIR409", | |
"GAR1", | |
"GLYATL3", | |
"CHRM5", | |
"SRSF4", | |
"GMCL2", | |
"ANKIB1", | |
"RFWD3", | |
"RPRM", | |
"ZBTB14", | |
"MIR495", | |
"CYGB", | |
"MIR1261", | |
"RHPN1", | |
"FLYWCH1", | |
"NRBP2", | |
"SYT14", | |
"ZC3H10", | |
"MILR1", | |
"FTH1P8" | |
], | |
"Coefficient": [ | |
0.10312841835398158, | |
-0.06656275440212875, | |
-0.058744125481115024, | |
0.056973208144755594, | |
0.049835406912739445, | |
-0.0394449479402812, | |
0.03906914343988307, | |
-0.03788885458436974, | |
0.03633608538923854, | |
0.03601556682723374, | |
0.03585664389103556, | |
0.02723918249710405, | |
0.025776888639141973, | |
-0.02558717679272467, | |
-0.024485952705594803, | |
0.023200509443926768, | |
-0.022893508098596103, | |
-0.022498353845603027, | |
-0.0224612911644578, | |
0.022413474588059056, | |
0.022393848718621382, | |
-0.02162263841545275, | |
-0.021585257139755124, | |
0.018604271733261124, | |
-0.01753551154461374, | |
0.017269745093174357, | |
0.015458056287049863, | |
0.015369524963813958, | |
-0.015235304799225977, | |
-0.015129821270711958, | |
0.014832287868269622, | |
-0.01479115393142262, | |
-0.013791179435515997, | |
0.012713765177310533, | |
0.012103602944272313, | |
0.011837492108341072, | |
-0.011128516475190949, | |
0.011055582154716173, | |
-0.010587752002612671, | |
-0.010342513823009273, | |
-0.010171844728435117, | |
0.009931829209186241, | |
0.009743376709352037, | |
0.009493801188785494, | |
-0.009262052996512686, | |
-0.008899800028267377, | |
-0.00887108006776896, | |
-0.008834354482137275, | |
-0.008088988071139804, | |
0.008040749502622718, | |
-0.007966740013487756, | |
0.007773041707226449, | |
0.007699103779132995, | |
0.007671665733272739, | |
-0.00753416389623729, | |
-0.0073951656464396505, | |
0.007212986119159119, | |
0.0072041432532344895, | |
0.006897509226075068, | |
-0.006767282720597708, | |
0.006280790112670183, | |
0.006210411199792073, | |
-0.006021061371170439, | |
0.005967967082472668, | |
0.005525918272978083, | |
0.005445229053182831, | |
0.005353647642646503, | |
0.005285341698967009, | |
0.005276785471911428, | |
0.005229610311660386, | |
-0.00510233806077019, | |
-0.004775002764578655, | |
-0.004702027925880965, | |
-0.004382301276559933, | |
0.004375557821710416, | |
-0.0041212586129993345, | |
0.0040793396472357, | |
0.004070549499890825, | |
-0.0039160513711487795, | |
0.00383381757792921, | |
-0.003728377954921406, | |
-0.0036157082528756176, | |
0.0033989450136816444, | |
0.0032368940609193734, | |
0.0031052224540352386, | |
-0.003049829690559476, | |
-0.0029827546242562975, | |
-0.002946325616346037, | |
-0.0029165048779833504, | |
-0.0023839416611060736, | |
0.002002071880838475, | |
-0.0019743307642791355, | |
0.0018655885005927338, | |
0.0017493457376329526, | |
0.0016951283568296578, | |
0.0016547310110505869, | |
0.0015460257500252718, | |
-0.0012033455746649632, | |
-0.0011663661443197283, | |
-0.0010717600235779037, | |
0.000996254130109848, | |
0.0009924194087660922, | |
0.0009517560620571806, | |
-0.0008945777422745873, | |
0.0008763732591628568, | |
-0.0007895223511872667, | |
-0.0005471131646825474, | |
0.00046302831241915477, | |
0.00044769861012409026, | |
-0.0004141216153081503, | |
0.0004136920687305145, | |
0.00041318536767712144, | |
-0.0003689157780644737, | |
-0.00030756117752489195, | |
0.0002320701348286285, | |
-0.00019103355461277442, | |
-0.00017011042563243973, | |
0.00016861899233443602, | |
-0.00013235294079957217, | |
9.201584984558798e-05, | |
6.142178147960173e-05, | |
2.58616884712697e-06 | |
], | |
"Absolute Coefficient": [ | |
0.10312841835398158, | |
0.06656275440212875, | |
0.058744125481115024, | |
0.056973208144755594, | |
0.049835406912739445, | |
0.0394449479402812, | |
0.03906914343988307, | |
0.03788885458436974, | |
0.03633608538923854, | |
0.03601556682723374, | |
0.03585664389103556, | |
0.02723918249710405, | |
0.025776888639141973, | |
0.02558717679272467, | |
0.024485952705594803, | |
0.023200509443926768, | |
0.022893508098596103, | |
0.022498353845603027, | |
0.0224612911644578, | |
0.022413474588059056, | |
0.022393848718621382, | |
0.02162263841545275, | |
0.021585257139755124, | |
0.018604271733261124, | |
0.01753551154461374, | |
0.017269745093174357, | |
0.015458056287049863, | |
0.015369524963813958, | |
0.015235304799225977, | |
0.015129821270711958, | |
0.014832287868269622, | |
0.01479115393142262, | |
0.013791179435515997, | |
0.012713765177310533, | |
0.012103602944272313, | |
0.011837492108341072, | |
0.011128516475190949, | |
0.011055582154716173, | |
0.010587752002612671, | |
0.010342513823009273, | |
0.010171844728435117, | |
0.009931829209186241, | |
0.009743376709352037, | |
0.009493801188785494, | |
0.009262052996512686, | |
0.008899800028267377, | |
0.00887108006776896, | |
0.008834354482137275, | |
0.008088988071139804, | |
0.008040749502622718, | |
0.007966740013487756, | |
0.007773041707226449, | |
0.007699103779132995, | |
0.007671665733272739, | |
0.00753416389623729, | |
0.0073951656464396505, | |
0.007212986119159119, | |
0.0072041432532344895, | |
0.006897509226075068, | |
0.006767282720597708, | |
0.006280790112670183, | |
0.006210411199792073, | |
0.006021061371170439, | |
0.005967967082472668, | |
0.005525918272978083, | |
0.005445229053182831, | |
0.005353647642646503, | |
0.005285341698967009, | |
0.005276785471911428, | |
0.005229610311660386, | |
0.00510233806077019, | |
0.004775002764578655, | |
0.004702027925880965, | |
0.004382301276559933, | |
0.004375557821710416, | |
0.0041212586129993345, | |
0.0040793396472357, | |
0.004070549499890825, | |
0.0039160513711487795, | |
0.00383381757792921, | |
0.003728377954921406, | |
0.0036157082528756176, | |
0.0033989450136816444, | |
0.0032368940609193734, | |
0.0031052224540352386, | |
0.003049829690559476, | |
0.0029827546242562975, | |
0.002946325616346037, | |
0.0029165048779833504, | |
0.0023839416611060736, | |
0.002002071880838475, | |
0.0019743307642791355, | |
0.0018655885005927338, | |
0.0017493457376329526, | |
0.0016951283568296578, | |
0.0016547310110505869, | |
0.0015460257500252718, | |
0.0012033455746649632, | |
0.0011663661443197283, | |
0.0010717600235779037, | |
0.000996254130109848, | |
0.0009924194087660922, | |
0.0009517560620571806, | |
0.0008945777422745873, | |
0.0008763732591628568, | |
0.0007895223511872667, | |
0.0005471131646825474, | |
0.00046302831241915477, | |
0.00044769861012409026, | |
0.0004141216153081503, | |
0.0004136920687305145, | |
0.00041318536767712144, | |
0.0003689157780644737, | |
0.00030756117752489195, | |
0.0002320701348286285, | |
0.00019103355461277442, | |
0.00017011042563243973, | |
0.00016861899233443602, | |
0.00013235294079957217, | |
9.201584984558798e-05, | |
6.142178147960173e-05, | |
2.58616884712697e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 92.38095238095238, | |
"precision": 91.8997668997669, | |
"recall": 95.6184012066365, | |
"f1": 93.56976356976357 | |
}, | |
"selection": { | |
"precision": 6.19666274914088, | |
"recall": 0.7028753993610224, | |
"f1": 1.2624046877971564, | |
"jaccard": 0.635305608164733 | |
} | |
} | |
} |