{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"NSD1", | |
"TTC21B", | |
"INTS9", | |
"AP3B1", | |
"S100A9", | |
"TP53I3", | |
"TMC4", | |
"KAZALD1", | |
"TCEAL8", | |
"SUPT16H", | |
"LSM1", | |
"FASTKD1", | |
"RAB11FIP4", | |
"TGFB2", | |
"PRKAG3", | |
"CHM", | |
"IL17REL", | |
"IRF1", | |
"GBA1LP", | |
"PKP1", | |
"DDX11L9", | |
"SLC46A1", | |
"PSG8", | |
"PHTF2", | |
"RARRES1", | |
"MBD3", | |
"SNORD36A", | |
"HOXA9", | |
"PAIP2B", | |
"LIPA", | |
"C19orf53", | |
"RHOA", | |
"SYT12", | |
"LAMA3", | |
"CLIP4", | |
"TRAPPC12", | |
"NEO1", | |
"PSCA", | |
"WHAMMP2", | |
"ISG20", | |
"HFE", | |
"SPX", | |
"GSTO1", | |
"SNAR-I", | |
"SELENOW", | |
"MARCHF9", | |
"GNL3", | |
"PTPN12", | |
"DKK3", | |
"FOSB", | |
"GCLC", | |
"DARS1", | |
"LRRD1", | |
"GPC2", | |
"IFIH1", | |
"POLRMT", | |
"CYP1B1", | |
"CARD17P", | |
"MRTO4", | |
"APOBEC3B", | |
"LGALS3", | |
"HS6ST1", | |
"ANK1", | |
"ETAA1", | |
"ARSI", | |
"ZNF33B", | |
"LZTS2", | |
"RAB21", | |
"OTULIN", | |
"CSKMT", | |
"FABP4", | |
"PROK1", | |
"WRAP73", | |
"TTC23", | |
"PDSS2", | |
"FAM177A1", | |
"PRAMEF15", | |
"NEDD9", | |
"SLC1A2", | |
"ARID3A", | |
"GLI2", | |
"CYREN", | |
"INKA2", | |
"AHSP", | |
"URGCP", | |
"STK16", | |
"VPS41", | |
"TREM1", | |
"GEMIN4", | |
"GSTA2", | |
"CHIT1", | |
"DENND6A", | |
"SDF2L1", | |
"ANGPT2", | |
"SERTAD4-AS1", | |
"ANKZF1", | |
"GSPT2", | |
"EIF5AL1", | |
"LHFPL2", | |
"HSD17B11", | |
"TUBA4A", | |
"SPHK1", | |
"ZFAND2A", | |
"PIP5KL1", | |
"GPAT2", | |
"TMCC2" | |
], | |
"Coefficient": [ | |
-0.04457206706343393, | |
0.04443498249015765, | |
-0.03344810354230205, | |
0.033228514784765094, | |
0.031020394422328186, | |
-0.02271129855684296, | |
0.018498382266098377, | |
0.018454989890890783, | |
-0.018386499295838386, | |
-0.01801164517021608, | |
0.017190221824457362, | |
-0.017142197599277584, | |
0.016719514673532564, | |
0.016699539910816297, | |
-0.01405193471694487, | |
0.013591618450096056, | |
-0.013231595509635008, | |
-0.012856540202739233, | |
-0.0120231256041216, | |
0.011964329300504358, | |
0.011274077236548916, | |
0.010819567877610006, | |
0.010256779210086202, | |
0.01020644664030236, | |
-0.009974371523127933, | |
0.009617419985008584, | |
-0.009596004368395384, | |
0.007714135563493024, | |
-0.007420634036596182, | |
-0.007382675200352873, | |
-0.00729441145412857, | |
0.0072920068688227795, | |
0.0072710220915768444, | |
0.0071411317202058795, | |
-0.00668621206819417, | |
0.006570315342151871, | |
-0.006406806591505364, | |
0.006222672496635363, | |
-0.006214174149174024, | |
-0.00616917696736853, | |
-0.006038288243323786, | |
0.005910381511192972, | |
0.005804823163523544, | |
0.005792271968985897, | |
-0.00575165150348985, | |
0.005577264560078285, | |
-0.0053148535127564706, | |
0.005209901641090478, | |
-0.005071501956811349, | |
-0.004767880083009318, | |
0.004638713381026461, | |
-0.004462842179646779, | |
-0.004279614366821433, | |
-0.0042664878978385615, | |
-0.0038312471667979507, | |
0.0038029657974394176, | |
0.0037555447130107446, | |
0.0036838808017744928, | |
-0.0036587027652640867, | |
0.003639978055295771, | |
0.0035707711429989494, | |
0.003360623862845657, | |
0.003319998919494995, | |
-0.003272468156263884, | |
-0.003143520476752922, | |
0.0030899082954506107, | |
-0.0030835581436132035, | |
0.0030114835890323677, | |
-0.0029874264945495403, | |
-0.002661956015327846, | |
0.002648703500305293, | |
-0.002631324621408296, | |
0.002563815558567973, | |
0.002549018111904919, | |
-0.0021552683028723298, | |
-0.0021339965756284854, | |
0.002109877026045014, | |
-0.002085233504476151, | |
0.0020557644261728686, | |
0.0020191590502308112, | |
-0.0019815441610132375, | |
0.0019465402776424224, | |
-0.001929171999225555, | |
-0.0018819702004568791, | |
-0.0018011543073477708, | |
-0.0017187008387388053, | |
0.0017029439017119381, | |
0.0016947812455662325, | |
0.0015002727767487794, | |
-0.0014643951015694114, | |
0.0013750857724025125, | |
-0.0012908657245001957, | |
-0.0012172643214497087, | |
-0.0011591749780517273, | |
0.0011438200089641827, | |
0.0011108541855889946, | |
0.0010930570730823387, | |
0.0010568869201499206, | |
-0.001052206928539136, | |
-0.0008622270263774019, | |
-0.0007867785693690259, | |
0.0007230177311697661, | |
0.0005492537298473191, | |
0.0003757818895327194, | |
-0.00030872716627042843, | |
0.0002896393504024415, | |
0.0002671500479208511, | |
-0.0002171449110092932, | |
9.194427126784202e-05 | |
], | |
"Absolute Coefficient": [ | |
0.04457206706343393, | |
0.04443498249015765, | |
0.03344810354230205, | |
0.033228514784765094, | |
0.031020394422328186, | |
0.02271129855684296, | |
0.018498382266098377, | |
0.018454989890890783, | |
0.018386499295838386, | |
0.01801164517021608, | |
0.017190221824457362, | |
0.017142197599277584, | |
0.016719514673532564, | |
0.016699539910816297, | |
0.01405193471694487, | |
0.013591618450096056, | |
0.013231595509635008, | |
0.012856540202739233, | |
0.0120231256041216, | |
0.011964329300504358, | |
0.011274077236548916, | |
0.010819567877610006, | |
0.010256779210086202, | |
0.01020644664030236, | |
0.009974371523127933, | |
0.009617419985008584, | |
0.009596004368395384, | |
0.007714135563493024, | |
0.007420634036596182, | |
0.007382675200352873, | |
0.00729441145412857, | |
0.0072920068688227795, | |
0.0072710220915768444, | |
0.0071411317202058795, | |
0.00668621206819417, | |
0.006570315342151871, | |
0.006406806591505364, | |
0.006222672496635363, | |
0.006214174149174024, | |
0.00616917696736853, | |
0.006038288243323786, | |
0.005910381511192972, | |
0.005804823163523544, | |
0.005792271968985897, | |
0.00575165150348985, | |
0.005577264560078285, | |
0.0053148535127564706, | |
0.005209901641090478, | |
0.005071501956811349, | |
0.004767880083009318, | |
0.004638713381026461, | |
0.004462842179646779, | |
0.004279614366821433, | |
0.0042664878978385615, | |
0.0038312471667979507, | |
0.0038029657974394176, | |
0.0037555447130107446, | |
0.0036838808017744928, | |
0.0036587027652640867, | |
0.003639978055295771, | |
0.0035707711429989494, | |
0.003360623862845657, | |
0.003319998919494995, | |
0.003272468156263884, | |
0.003143520476752922, | |
0.0030899082954506107, | |
0.0030835581436132035, | |
0.0030114835890323677, | |
0.0029874264945495403, | |
0.002661956015327846, | |
0.002648703500305293, | |
0.002631324621408296, | |
0.002563815558567973, | |
0.002549018111904919, | |
0.0021552683028723298, | |
0.0021339965756284854, | |
0.002109877026045014, | |
0.002085233504476151, | |
0.0020557644261728686, | |
0.0020191590502308112, | |
0.0019815441610132375, | |
0.0019465402776424224, | |
0.001929171999225555, | |
0.0018819702004568791, | |
0.0018011543073477708, | |
0.0017187008387388053, | |
0.0017029439017119381, | |
0.0016947812455662325, | |
0.0015002727767487794, | |
0.0014643951015694114, | |
0.0013750857724025125, | |
0.0012908657245001957, | |
0.0012172643214497087, | |
0.0011591749780517273, | |
0.0011438200089641827, | |
0.0011108541855889946, | |
0.0010930570730823387, | |
0.0010568869201499206, | |
0.001052206928539136, | |
0.0008622270263774019, | |
0.0007867785693690259, | |
0.0007230177311697661, | |
0.0005492537298473191, | |
0.0003757818895327194, | |
0.00030872716627042843, | |
0.0002896393504024415, | |
0.0002671500479208511, | |
0.0002171449110092932, | |
9.194427126784202e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 94.44444444444444, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.765015539740192, | |
"recall": 1.845238095238095, | |
"f1": 2.8949165914357926, | |
"jaccard": 1.4698561851393455 | |
} | |
} | |
} |