{ | |
"significant_genes": { | |
"Variable": [ | |
"COL4A1", | |
"HTN3", | |
"OTC", | |
"ZIC2", | |
"ESM1", | |
"CIDEC", | |
"PRSS58", | |
"ALG1L1P", | |
"CSRNP1", | |
"C14orf180", | |
"ADH4", | |
"HOXD11", | |
"ZNF114", | |
"AIM2", | |
"HOXC9", | |
"FAM74A3", | |
"CHST2", | |
"CFAP46", | |
"PRB4", | |
"PLA2G2E", | |
"SLC35C1", | |
"NUCB2", | |
"NRG2", | |
"THRSP", | |
"IL17F", | |
"IL11", | |
"HOXA10", | |
"C4orf50", | |
"ODF4", | |
"SHOX2", | |
"BMF", | |
"MMP9", | |
"DIPK1A", | |
"FOXD2", | |
"KRT35", | |
"GRIN2D", | |
"IL22", | |
"E2F7", | |
"PARP12", | |
"PLAC1", | |
"LINC01599", | |
"CDH24", | |
"TIMP4", | |
"CXCL13", | |
"CNR2", | |
"FAM167B", | |
"CCL11", | |
"MAP4K2", | |
"ABCG1", | |
"GRAP", | |
"DNMT3B", | |
"LINC00314", | |
"POTEE", | |
"GARIN4", | |
"FRMPD2B", | |
"FERD3L", | |
"KRT32", | |
"HOXC8", | |
"GPRIN1", | |
"EAF2", | |
"KRTAP13-1", | |
"TMEM132A", | |
"C18orf54", | |
"HSD17B13", | |
"FAM43B", | |
"RHAG", | |
"CELSR3", | |
"SNX9", | |
"C17orf67", | |
"RMI2", | |
"CIMIP2B", | |
"SPINK8", | |
"SLC36A1", | |
"SLC17A3", | |
"SEC14L3", | |
"GTSF1L", | |
"EME1", | |
"ADAM12", | |
"SHROOM3", | |
"GPR101", | |
"TSPAN10", | |
"TSBP1", | |
"CLIC4", | |
"CRIPTO", | |
"CDY1B", | |
"MFAP2", | |
"LEPROTL1", | |
"DLEU1", | |
"NETO2", | |
"HOXC6", | |
"LPIN1", | |
"SRPX", | |
"HTR3B", | |
"DPF1", | |
"THSD4", | |
"H2AC11", | |
"PRSS37", | |
"TREH", | |
"CDC25C", | |
"KCNQ1OT1", | |
"TTR", | |
"SLC2A7", | |
"ABTB1", | |
"DEFB105A", | |
"ZNF707", | |
"CA9", | |
"PDE6A", | |
"SLC6A17", | |
"CELA2B", | |
"MT1A", | |
"SI", | |
"SLC28A1", | |
"BPIFA2", | |
"FCRL2" | |
], | |
"Coefficient": [ | |
0.022787855271865744, | |
-0.02085282023233693, | |
-0.020584235525323166, | |
0.016853520738443928, | |
0.01619876902424271, | |
-0.015753121762517322, | |
-0.014590690542371264, | |
0.014049830719192363, | |
-0.013515673872410481, | |
-0.012069879723160372, | |
-0.011958236850823827, | |
0.010655222248078858, | |
0.010474313201684985, | |
0.010445985421908817, | |
0.010338967310852733, | |
-0.0102273033415335, | |
0.009385545449024313, | |
-0.00926518236608788, | |
-0.00856639179265062, | |
-0.008477833494955444, | |
-0.008251123305051082, | |
-0.007882329754886555, | |
-0.007519368070537967, | |
-0.0075033578923661744, | |
-0.007466252207133598, | |
0.007301093468251195, | |
0.006355847156926759, | |
0.006048537764321569, | |
-0.005982753624528256, | |
0.005884760534286388, | |
0.005858351123139902, | |
0.005802494683108968, | |
0.005739636424108538, | |
0.005527545379197621, | |
-0.0053332622841705014, | |
0.005213412609105533, | |
-0.005006167259275651, | |
0.004946675882464401, | |
0.004894677633051072, | |
0.004470687650861962, | |
0.004386612878659644, | |
0.004198910738308971, | |
-0.004182496690185707, | |
0.00409340841629641, | |
0.0040636743615476145, | |
0.004041598593465475, | |
0.00395713318703624, | |
0.003932555492707488, | |
0.003641523466624072, | |
0.0036045611515413936, | |
0.0030513502285656057, | |
-0.002756895550946445, | |
-0.0027466478553730207, | |
-0.002724239638565043, | |
-0.0026538810270124425, | |
-0.002574949073223043, | |
-0.0025241771808806493, | |
0.0024611207568366734, | |
0.002455980891285831, | |
0.0023191708586834487, | |
-0.0022558893262062596, | |
0.002251136447117726, | |
0.0021614228491272443, | |
-0.0020878798298191994, | |
-0.002059682835234605, | |
-0.002034615054630716, | |
0.0020331467927557426, | |
-0.0020198303478039885, | |
0.0019894324033742448, | |
0.001886534211719988, | |
-0.0017557052464341144, | |
-0.0016674062213974084, | |
0.0014543159406276258, | |
0.001341763286168834, | |
-0.0013289573779311714, | |
0.0013135033218197173, | |
0.0012828924259177946, | |
0.00113626184425703, | |
-0.0010895491934069341, | |
-0.001041340874294333, | |
0.0009558350167146071, | |
0.0008357430408936999, | |
0.0008237562836301686, | |
0.0008039963944527267, | |
0.0007648919082009758, | |
0.0006935343250817144, | |
0.0006591409112793333, | |
-0.0006583159739358834, | |
0.0006206668248453848, | |
0.0006192128514022319, | |
-0.0005951270946083728, | |
-0.000585292015179779, | |
-0.0005816793367502084, | |
0.0005603960022862763, | |
-0.0005551452263428439, | |
0.0005496364019821375, | |
0.0005374267194385517, | |
-0.0005318557852228366, | |
0.0004960221064046647, | |
0.0004743738669380466, | |
-0.00043031515546719653, | |
0.00042661234318473604, | |
0.000413562278212055, | |
0.00038464915872770793, | |
0.00034550167878833463, | |
0.00024199067785218162, | |
-0.00020810826367813478, | |
-0.0001708466463621155, | |
0.0001544125216141756, | |
-0.00014307681198340704, | |
0.00014230008072588183, | |
-0.0001401098391899797, | |
-0.00012033417371855163, | |
1.6203709761546428e-05 | |
], | |
"Absolute Coefficient": [ | |
0.022787855271865744, | |
0.02085282023233693, | |
0.020584235525323166, | |
0.016853520738443928, | |
0.01619876902424271, | |
0.015753121762517322, | |
0.014590690542371264, | |
0.014049830719192363, | |
0.013515673872410481, | |
0.012069879723160372, | |
0.011958236850823827, | |
0.010655222248078858, | |
0.010474313201684985, | |
0.010445985421908817, | |
0.010338967310852733, | |
0.0102273033415335, | |
0.009385545449024313, | |
0.00926518236608788, | |
0.00856639179265062, | |
0.008477833494955444, | |
0.008251123305051082, | |
0.007882329754886555, | |
0.007519368070537967, | |
0.0075033578923661744, | |
0.007466252207133598, | |
0.007301093468251195, | |
0.006355847156926759, | |
0.006048537764321569, | |
0.005982753624528256, | |
0.005884760534286388, | |
0.005858351123139902, | |
0.005802494683108968, | |
0.005739636424108538, | |
0.005527545379197621, | |
0.0053332622841705014, | |
0.005213412609105533, | |
0.005006167259275651, | |
0.004946675882464401, | |
0.004894677633051072, | |
0.004470687650861962, | |
0.004386612878659644, | |
0.004198910738308971, | |
0.004182496690185707, | |
0.00409340841629641, | |
0.0040636743615476145, | |
0.004041598593465475, | |
0.00395713318703624, | |
0.003932555492707488, | |
0.003641523466624072, | |
0.0036045611515413936, | |
0.0030513502285656057, | |
0.002756895550946445, | |
0.0027466478553730207, | |
0.002724239638565043, | |
0.0026538810270124425, | |
0.002574949073223043, | |
0.0025241771808806493, | |
0.0024611207568366734, | |
0.002455980891285831, | |
0.0023191708586834487, | |
0.0022558893262062596, | |
0.002251136447117726, | |
0.0021614228491272443, | |
0.0020878798298191994, | |
0.002059682835234605, | |
0.002034615054630716, | |
0.0020331467927557426, | |
0.0020198303478039885, | |
0.0019894324033742448, | |
0.001886534211719988, | |
0.0017557052464341144, | |
0.0016674062213974084, | |
0.0014543159406276258, | |
0.001341763286168834, | |
0.0013289573779311714, | |
0.0013135033218197173, | |
0.0012828924259177946, | |
0.00113626184425703, | |
0.0010895491934069341, | |
0.001041340874294333, | |
0.0009558350167146071, | |
0.0008357430408936999, | |
0.0008237562836301686, | |
0.0008039963944527267, | |
0.0007648919082009758, | |
0.0006935343250817144, | |
0.0006591409112793333, | |
0.0006583159739358834, | |
0.0006206668248453848, | |
0.0006192128514022319, | |
0.0005951270946083728, | |
0.000585292015179779, | |
0.0005816793367502084, | |
0.0005603960022862763, | |
0.0005551452263428439, | |
0.0005496364019821375, | |
0.0005374267194385517, | |
0.0005318557852228366, | |
0.0004960221064046647, | |
0.0004743738669380466, | |
0.00043031515546719653, | |
0.00042661234318473604, | |
0.000413562278212055, | |
0.00038464915872770793, | |
0.00034550167878833463, | |
0.00024199067785218162, | |
0.00020810826367813478, | |
0.0001708466463621155, | |
0.0001544125216141756, | |
0.00014307681198340704, | |
0.00014230008072588183, | |
0.0001401098391899797, | |
0.00012033417371855163, | |
1.6203709761546428e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.46902654867259, | |
"precision": 99.6133009527368, | |
"recall": 99.80952380952381, | |
"f1": 99.71001700267568 | |
}, | |
"selection": { | |
"precision": 0.9158807549337636, | |
"recall": 1.923076923076923, | |
"f1": 1.2393255498744373, | |
"jaccard": 0.6252341669578332 | |
} | |
} | |
} |