{ | |
"significant_genes": { | |
"Variable": [ | |
"H2AC15", | |
"RNASE2", | |
"BIRC5", | |
"C1QB", | |
"SNORD80", | |
"EPHX2", | |
"TRPM4", | |
"LEP", | |
"PRSS36", | |
"SNF8", | |
"IGLL5", | |
"PRB4", | |
"UXT", | |
"ND6", | |
"ACVR1C", | |
"PSPHP1", | |
"CACNB4", | |
"ARL10", | |
"SNORA47", | |
"DYNLT4", | |
"CAVIN3", | |
"TRMO", | |
"TRO", | |
"SPATC1L", | |
"PSMD4", | |
"CLIC4", | |
"JAM3", | |
"RAB11FIP5", | |
"H3C15", | |
"ESPNL", | |
"MT1E", | |
"CHI3L1", | |
"PANX2", | |
"JCHAIN", | |
"SYNGR1", | |
"NHLRC2", | |
"FPR3", | |
"SMIM1", | |
"ST3GAL1", | |
"MS4A2", | |
"TEKT4", | |
"FAM86B1", | |
"BACE1", | |
"CDH2", | |
"CHTF18", | |
"MTVR2", | |
"RPS5", | |
"KIR2DS3", | |
"C11orf86", | |
"PIF1", | |
"CPNE1", | |
"ZNF219", | |
"ZSWIM7", | |
"TMEM81", | |
"HS1BP3-IT1", | |
"FAM193B", | |
"SOX5", | |
"ADAMTS1", | |
"FRG1BP", | |
"TTC34", | |
"TYMS", | |
"GPR84", | |
"GPC2", | |
"PODXL", | |
"SPACA3", | |
"ZNF329", | |
"EFCC1", | |
"PPP1R27", | |
"SNORD19", | |
"SH3D21", | |
"PHLDA3", | |
"LIMS4", | |
"NPSA", | |
"AK8", | |
"KLK1", | |
"PRR14L", | |
"RLN3", | |
"RBMX2", | |
"SIRT4", | |
"ARIH2OS", | |
"PRRT2", | |
"CNTNAP3", | |
"RUSC1-AS1", | |
"ANKDD1A", | |
"ENGASE", | |
"TLN2", | |
"PTGER3", | |
"CARS1", | |
"HDAC11", | |
"OR4C6", | |
"ITPKB", | |
"CABP4" | |
], | |
"Coefficient": [ | |
0.06719231733476624, | |
0.049717440837875486, | |
0.0489887894616204, | |
0.03115012838140972, | |
-0.020792947382804895, | |
-0.02025852763095213, | |
-0.02024356565625907, | |
0.01995587232728419, | |
-0.019929803574311445, | |
-0.0197151479991445, | |
0.01943949016844463, | |
-0.016160617676811293, | |
-0.01614058978378638, | |
0.015761652912199355, | |
-0.01517482323090774, | |
0.014714296866620775, | |
-0.014295639030972203, | |
0.014132601103866011, | |
-0.0137170863478542, | |
-0.01355683411650467, | |
0.013249269107120536, | |
-0.012611473924096549, | |
0.011185013106031188, | |
-0.011181137282830097, | |
0.010966051339227378, | |
0.010396429367586134, | |
0.009974152158721068, | |
0.00939415656209863, | |
0.009380635323604775, | |
0.008877861578397523, | |
0.008625280171947804, | |
-0.007915269122254018, | |
-0.007848559480784898, | |
0.007630091643880173, | |
0.007601131875140069, | |
0.007540720915250862, | |
0.007540036824259271, | |
0.007025502464294646, | |
0.006722603032039121, | |
-0.0066498082165059825, | |
-0.005840661238930128, | |
0.00569020213742129, | |
-0.005643049405140719, | |
-0.005601950838847981, | |
-0.005239695869900872, | |
0.005066411643455316, | |
-0.00503185313215073, | |
0.004673995872722546, | |
-0.004292403913901745, | |
0.0038961495834207963, | |
-0.0037483099450165555, | |
-0.0037317351966804696, | |
-0.003644832710113086, | |
-0.003396218941161981, | |
0.0033950306914444506, | |
-0.002924119193855697, | |
0.002918560357605019, | |
-0.0028862854268259792, | |
0.002882581474830869, | |
-0.0026189928466236736, | |
0.0025655579426380267, | |
0.002546620051791859, | |
-0.0024535062210430583, | |
-0.002417247775703192, | |
0.0022678112141368083, | |
-0.002049521860595922, | |
-0.0019520970911961776, | |
0.001739047096712986, | |
0.0017155288731523785, | |
-0.0016915408892457075, | |
0.0015756520768897921, | |
-0.0015677079114261182, | |
-0.0013931289760278386, | |
0.001329844111682691, | |
0.001175388921135887, | |
0.001090072269858079, | |
-0.000904804417648901, | |
-0.0008707453786342583, | |
-0.000721174589631111, | |
0.0006624774233579137, | |
-0.0004888611799568239, | |
-0.000401784176754342, | |
-0.0003943705242290033, | |
0.00038755236379531553, | |
-0.000357704185821631, | |
-0.0003229476687520626, | |
-0.00026486255899586065, | |
0.00012849516465532945, | |
6.324624012584692e-05, | |
-5.626516880606657e-05, | |
-3.168089531202201e-05, | |
-7.5691391412574435e-06 | |
], | |
"Absolute Coefficient": [ | |
0.06719231733476624, | |
0.049717440837875486, | |
0.0489887894616204, | |
0.03115012838140972, | |
0.020792947382804895, | |
0.02025852763095213, | |
0.02024356565625907, | |
0.01995587232728419, | |
0.019929803574311445, | |
0.0197151479991445, | |
0.01943949016844463, | |
0.016160617676811293, | |
0.01614058978378638, | |
0.015761652912199355, | |
0.01517482323090774, | |
0.014714296866620775, | |
0.014295639030972203, | |
0.014132601103866011, | |
0.0137170863478542, | |
0.01355683411650467, | |
0.013249269107120536, | |
0.012611473924096549, | |
0.011185013106031188, | |
0.011181137282830097, | |
0.010966051339227378, | |
0.010396429367586134, | |
0.009974152158721068, | |
0.00939415656209863, | |
0.009380635323604775, | |
0.008877861578397523, | |
0.008625280171947804, | |
0.007915269122254018, | |
0.007848559480784898, | |
0.007630091643880173, | |
0.007601131875140069, | |
0.007540720915250862, | |
0.007540036824259271, | |
0.007025502464294646, | |
0.006722603032039121, | |
0.0066498082165059825, | |
0.005840661238930128, | |
0.00569020213742129, | |
0.005643049405140719, | |
0.005601950838847981, | |
0.005239695869900872, | |
0.005066411643455316, | |
0.00503185313215073, | |
0.004673995872722546, | |
0.004292403913901745, | |
0.0038961495834207963, | |
0.0037483099450165555, | |
0.0037317351966804696, | |
0.003644832710113086, | |
0.003396218941161981, | |
0.0033950306914444506, | |
0.002924119193855697, | |
0.002918560357605019, | |
0.0028862854268259792, | |
0.002882581474830869, | |
0.0026189928466236736, | |
0.0025655579426380267, | |
0.002546620051791859, | |
0.0024535062210430583, | |
0.002417247775703192, | |
0.0022678112141368083, | |
0.002049521860595922, | |
0.0019520970911961776, | |
0.001739047096712986, | |
0.0017155288731523785, | |
0.0016915408892457075, | |
0.0015756520768897921, | |
0.0015677079114261182, | |
0.0013931289760278386, | |
0.001329844111682691, | |
0.001175388921135887, | |
0.001090072269858079, | |
0.000904804417648901, | |
0.0008707453786342583, | |
0.000721174589631111, | |
0.0006624774233579137, | |
0.0004888611799568239, | |
0.000401784176754342, | |
0.0003943705242290033, | |
0.00038755236379531553, | |
0.000357704185821631, | |
0.0003229476687520626, | |
0.00026486255899586065, | |
0.00012849516465532945, | |
6.324624012584692e-05, | |
5.626516880606657e-05, | |
3.168089531202201e-05, | |
7.5691391412574435e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 100.0, | |
"precision": 100.0, | |
"recall": 100.0, | |
"f1": 100.0 | |
}, | |
"selection": { | |
"precision": 3.2110034463461767, | |
"recall": 0.6615776081424937, | |
"f1": 1.0963238204432193, | |
"jaccard": 0.5512923116243081 | |
} | |
} | |
} |