{ | |
"significant_genes": { | |
"Variable": [ | |
"ANKRD20A11P", | |
"LTA4H", | |
"CCDC170", | |
"PARD3B", | |
"ENC1", | |
"NEIL1", | |
"MIR9-1", | |
"HLA-L", | |
"FAM24A", | |
"MFSD3", | |
"LCT", | |
"NDC1", | |
"STXBP1", | |
"HTN1", | |
"ITSN1", | |
"IFT122", | |
"PGM5P2", | |
"CADPS", | |
"OR1N1", | |
"ELAPOR1", | |
"KAT2B", | |
"TMEM255B", | |
"NUDC", | |
"AKAP12", | |
"HLA-DQB1", | |
"FAM167A-AS1", | |
"TTLL7", | |
"IFNE", | |
"BLVRA", | |
"IL13", | |
"DCPS", | |
"RGS17", | |
"MDS2", | |
"TXNDC11", | |
"APBB2", | |
"GSDME", | |
"CYP27A1", | |
"VWA5B2", | |
"MARCHF8", | |
"CPT1A", | |
"MYH1", | |
"OR10A7", | |
"UQCC3", | |
"NAPSB", | |
"ATOH8", | |
"MMP12", | |
"CCNI", | |
"SLC25A34", | |
"SCG3", | |
"POC1A", | |
"IL3RA", | |
"ELL3", | |
"TNKS1BP1", | |
"ITGB8", | |
"COL4A6", | |
"RDH5", | |
"HLA-DPB2", | |
"SPHK1", | |
"PTP4A3", | |
"DERL3", | |
"LRRC43", | |
"JAKMIP3", | |
"LINC02912", | |
"HTN3", | |
"CYP26B1", | |
"ICA1L", | |
"CFAP53", | |
"MST1", | |
"MRPL38", | |
"RRH", | |
"C1orf174", | |
"LINC00272", | |
"AFAP1L2", | |
"TXNDC8", | |
"TBX6", | |
"DRICH1", | |
"LRIG3", | |
"CPA3", | |
"CCDC146", | |
"C14orf93", | |
"KIAA1656", | |
"MROH8", | |
"SMAD9", | |
"OSGIN1", | |
"ECRG4", | |
"F7", | |
"CROCC", | |
"HTR3B", | |
"EBI3", | |
"MCAM", | |
"MTNR1B", | |
"TRPM4", | |
"PIDD1", | |
"DVL2", | |
"DOCK3", | |
"LRRC23", | |
"TPO", | |
"LGI4", | |
"TTC41P", | |
"NOVA1", | |
"HMGN2P46", | |
"EHHADH", | |
"DEFB119", | |
"PTGDS", | |
"EWSAT1", | |
"RAB11FIP3", | |
"RNF17", | |
"CDS1", | |
"C9orf40", | |
"MFSD4A", | |
"THOC3", | |
"ZNF620", | |
"NEFL", | |
"FKBPL", | |
"CLLU1", | |
"CD93", | |
"TGFB2", | |
"LYG1", | |
"TCEAL1", | |
"SEMA3A", | |
"CCR9", | |
"HPCAL4", | |
"SCARNA8", | |
"KTN1-AS1", | |
"PALLD", | |
"FOXRED1", | |
"JOSD2", | |
"COA1" | |
], | |
"Coefficient": [ | |
-0.06658687453007676, | |
0.06382339160705983, | |
0.061044771594826554, | |
0.05392854883523683, | |
-0.05082436365307486, | |
0.04787535059999556, | |
0.047634909130400596, | |
0.0467324603628479, | |
0.043985187798912494, | |
-0.043170910185393235, | |
0.04220557230036941, | |
0.041007228574037394, | |
0.040096098108521286, | |
0.038865384348068355, | |
-0.03794139104370419, | |
0.03711417327326841, | |
-0.0366229212210422, | |
-0.03560305730067358, | |
0.03550968816106133, | |
0.03537074030479273, | |
0.03225233610534598, | |
-0.03029689129019743, | |
0.02990162845599945, | |
-0.02838071117745095, | |
0.028235097405237056, | |
0.02810607849974644, | |
-0.02770340988867838, | |
0.027572620936668978, | |
-0.025860942514897567, | |
0.02520039936420688, | |
-0.024602165337208506, | |
0.02407144623748026, | |
0.02306016847050885, | |
-0.022567646360128136, | |
0.02157618513699736, | |
0.02113126676809766, | |
0.02059358445394454, | |
-0.02038481932054102, | |
0.020350103643223084, | |
0.020299451123772478, | |
-0.02026192385267535, | |
0.02008097801992566, | |
-0.020052674081059072, | |
-0.019855898119059637, | |
0.017672169744332267, | |
0.017066594255050048, | |
0.017053565524181812, | |
0.016590879610542657, | |
-0.016363331249354615, | |
0.01630413912115682, | |
-0.01613705579519883, | |
0.01597059213841167, | |
-0.015918179943350517, | |
-0.015361480779547014, | |
0.015080522088432535, | |
0.014819519949193944, | |
0.013905755520894866, | |
0.013800850789233567, | |
-0.013550831395977257, | |
-0.013252558450033276, | |
0.01315533869823912, | |
0.013070122943768867, | |
0.012890981167811627, | |
-0.012874330893117897, | |
-0.012618775717849421, | |
-0.012602761709796967, | |
-0.012057385528096893, | |
0.01132318770568019, | |
0.011174301508950494, | |
-0.0109150594486337, | |
0.010724940237533398, | |
0.010646314293023719, | |
-0.010167970137779796, | |
-0.009904970880815721, | |
0.009825783132209899, | |
0.009773627948709507, | |
0.00950340766047298, | |
-0.009323117242488452, | |
-0.008869321072596035, | |
-0.008710719653161284, | |
0.008696374691283612, | |
-0.008644710865659976, | |
-0.00817533363725658, | |
-0.008173343351044365, | |
-0.008096612944205201, | |
0.0080535589396633, | |
0.007924380811869788, | |
-0.007853275673233207, | |
-0.007756016353695527, | |
-0.007725356452032434, | |
-0.007715955388598844, | |
0.0076204199645104045, | |
0.007573209328913664, | |
-0.007333347872283674, | |
0.007128392238224111, | |
-0.006856415025210234, | |
0.006676930745542062, | |
-0.00662114506335283, | |
-0.0065258615480466246, | |
0.00648566472789519, | |
0.00635605027350887, | |
0.006327373805865516, | |
0.006233571832908558, | |
-0.006228661606333122, | |
-0.005511784785155632, | |
0.005029881373499242, | |
-0.004321604759476841, | |
0.0034933032962603, | |
0.003160861835850944, | |
0.003104371373287412, | |
0.0028064433441695675, | |
-0.0027432719463635433, | |
0.002249932458851134, | |
0.0022483333716550266, | |
-0.0021817040540719535, | |
0.002118356337598462, | |
-0.001993590615899167, | |
0.0019268601894946184, | |
-0.0018684987837408135, | |
0.0017219355237537595, | |
-0.0016715336190890207, | |
0.001636345259827031, | |
-0.0010951622485301665, | |
-0.0004651432439401447, | |
-0.00028719820066503023, | |
0.00015772053119553951, | |
0.00014234203169376139, | |
5.059781101490746e-05 | |
], | |
"Absolute Coefficient": [ | |
0.06658687453007676, | |
0.06382339160705983, | |
0.061044771594826554, | |
0.05392854883523683, | |
0.05082436365307486, | |
0.04787535059999556, | |
0.047634909130400596, | |
0.0467324603628479, | |
0.043985187798912494, | |
0.043170910185393235, | |
0.04220557230036941, | |
0.041007228574037394, | |
0.040096098108521286, | |
0.038865384348068355, | |
0.03794139104370419, | |
0.03711417327326841, | |
0.0366229212210422, | |
0.03560305730067358, | |
0.03550968816106133, | |
0.03537074030479273, | |
0.03225233610534598, | |
0.03029689129019743, | |
0.02990162845599945, | |
0.02838071117745095, | |
0.028235097405237056, | |
0.02810607849974644, | |
0.02770340988867838, | |
0.027572620936668978, | |
0.025860942514897567, | |
0.02520039936420688, | |
0.024602165337208506, | |
0.02407144623748026, | |
0.02306016847050885, | |
0.022567646360128136, | |
0.02157618513699736, | |
0.02113126676809766, | |
0.02059358445394454, | |
0.02038481932054102, | |
0.020350103643223084, | |
0.020299451123772478, | |
0.02026192385267535, | |
0.02008097801992566, | |
0.020052674081059072, | |
0.019855898119059637, | |
0.017672169744332267, | |
0.017066594255050048, | |
0.017053565524181812, | |
0.016590879610542657, | |
0.016363331249354615, | |
0.01630413912115682, | |
0.01613705579519883, | |
0.01597059213841167, | |
0.015918179943350517, | |
0.015361480779547014, | |
0.015080522088432535, | |
0.014819519949193944, | |
0.013905755520894866, | |
0.013800850789233567, | |
0.013550831395977257, | |
0.013252558450033276, | |
0.01315533869823912, | |
0.013070122943768867, | |
0.012890981167811627, | |
0.012874330893117897, | |
0.012618775717849421, | |
0.012602761709796967, | |
0.012057385528096893, | |
0.01132318770568019, | |
0.011174301508950494, | |
0.0109150594486337, | |
0.010724940237533398, | |
0.010646314293023719, | |
0.010167970137779796, | |
0.009904970880815721, | |
0.009825783132209899, | |
0.009773627948709507, | |
0.00950340766047298, | |
0.009323117242488452, | |
0.008869321072596035, | |
0.008710719653161284, | |
0.008696374691283612, | |
0.008644710865659976, | |
0.00817533363725658, | |
0.008173343351044365, | |
0.008096612944205201, | |
0.0080535589396633, | |
0.007924380811869788, | |
0.007853275673233207, | |
0.007756016353695527, | |
0.007725356452032434, | |
0.007715955388598844, | |
0.0076204199645104045, | |
0.007573209328913664, | |
0.007333347872283674, | |
0.007128392238224111, | |
0.006856415025210234, | |
0.006676930745542062, | |
0.00662114506335283, | |
0.0065258615480466246, | |
0.00648566472789519, | |
0.00635605027350887, | |
0.006327373805865516, | |
0.006233571832908558, | |
0.006228661606333122, | |
0.005511784785155632, | |
0.005029881373499242, | |
0.004321604759476841, | |
0.0034933032962603, | |
0.003160861835850944, | |
0.003104371373287412, | |
0.0028064433441695675, | |
0.0027432719463635433, | |
0.002249932458851134, | |
0.0022483333716550266, | |
0.0021817040540719535, | |
0.002118356337598462, | |
0.001993590615899167, | |
0.0019268601894946184, | |
0.0018684987837408135, | |
0.0017219355237537595, | |
0.0016715336190890207, | |
0.001636345259827031, | |
0.0010951622485301665, | |
0.0004651432439401447, | |
0.00028719820066503023, | |
0.00015772053119553951, | |
0.00014234203169376139, | |
5.059781101490746e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 67.85714285714286, | |
"precision": 65.34265734265735, | |
"recall": 64.87012987012986, | |
"f1": 64.97774919843884 | |
}, | |
"selection": { | |
"precision": 0.19230769230769232, | |
"recall": 0.5128205128205128, | |
"f1": 0.2797202797202797, | |
"jaccard": 0.14084507042253522 | |
} | |
} | |
} |