{ | |
"significant_genes": { | |
"Variable": [ | |
"ANKRD20A11P", | |
"CCDC170", | |
"LTA4H", | |
"PARD3B", | |
"FAM24A", | |
"NDC1", | |
"NEIL1", | |
"MIR9-1", | |
"HLA-L", | |
"ENC1", | |
"LCT", | |
"STXBP1", | |
"IFT122", | |
"MFSD3", | |
"ELAPOR1", | |
"ITSN1", | |
"PGM5P2", | |
"TTLL7", | |
"MARCHF8", | |
"HTN1", | |
"CADPS", | |
"OR1N1", | |
"FAM167A-AS1", | |
"NUDC", | |
"TMEM255B", | |
"AKAP12", | |
"HLA-DQB1", | |
"IL13", | |
"KAT2B", | |
"TXNDC11", | |
"IFNE", | |
"BLVRA", | |
"MYH1", | |
"RGS17", | |
"MDS2", | |
"UQCC3", | |
"CPT1A", | |
"OR10A7", | |
"GSDME", | |
"DCPS", | |
"CYP27A1", | |
"ATOH8", | |
"NAPSB", | |
"MMP12", | |
"RDH5", | |
"APBB2", | |
"IL3RA", | |
"SLC25A34", | |
"PTP4A3", | |
"TNKS1BP1", | |
"RRH", | |
"SPHK1", | |
"CYP26B1", | |
"CFAP53", | |
"COL4A6", | |
"LRRC43", | |
"HLA-DPB2", | |
"VWA5B2", | |
"DRICH1", | |
"LINC02912", | |
"POC1A", | |
"ELL3", | |
"ITGB8", | |
"HTN3", | |
"CCNI", | |
"JAKMIP3", | |
"DERL3", | |
"DOCK3", | |
"DEFB119", | |
"TRPM4", | |
"MST1", | |
"SCG3", | |
"AFAP1L2", | |
"MROH8", | |
"LRIG3", | |
"MRPL38", | |
"HTR3B", | |
"MTNR1B", | |
"ICA1L", | |
"THOC3", | |
"DVL2", | |
"OSGIN1", | |
"PIDD1", | |
"TTC41P", | |
"TBX6", | |
"CCDC146", | |
"SMAD9", | |
"HMGN2P46", | |
"LINC00272", | |
"NOVA1", | |
"RNF17", | |
"C9orf40", | |
"MCAM", | |
"EBI3", | |
"CPA3", | |
"TPO", | |
"EWSAT1", | |
"CCR9", | |
"C14orf93", | |
"COA1", | |
"ECRG4", | |
"TXNDC8", | |
"CDS1", | |
"LRRC23", | |
"MFSD4A", | |
"TCEAL1", | |
"KIAA1656", | |
"EHHADH", | |
"CROCC", | |
"KTN1-AS1", | |
"RAB11FIP3", | |
"NPAS3", | |
"MEDAG", | |
"JOSD2", | |
"ATP2B3", | |
"F7", | |
"LGI4", | |
"MIR205", | |
"APIP", | |
"LYG1", | |
"TGFB2", | |
"C1orf174", | |
"PTGDS", | |
"ZNF530", | |
"FOXRED1", | |
"NEFL", | |
"FKBPL", | |
"HPCAL4", | |
"SLC25A47", | |
"MIR205HG" | |
], | |
"Coefficient": [ | |
-0.06757300794923786, | |
0.06542129339868241, | |
0.06370684362242969, | |
0.05068227987572994, | |
0.050528847875785834, | |
0.050036443930720806, | |
0.048730668651010146, | |
0.04819974776816241, | |
0.04753421307192413, | |
-0.04697832526288762, | |
0.04509869842492271, | |
0.04406179670947466, | |
0.03983186403984459, | |
-0.03940748722895219, | |
0.03760725214124796, | |
-0.03646130644829284, | |
-0.03457575568516855, | |
-0.03336974157528836, | |
0.033272286996340016, | |
0.03321455163328923, | |
-0.03232866222795681, | |
0.031961755051070746, | |
0.03081099144514324, | |
0.030665336857191004, | |
-0.02979507891489875, | |
-0.029423713166593524, | |
0.027472685516502747, | |
0.02711719207318624, | |
0.026939942581148752, | |
-0.025034594517445448, | |
0.02493849723927115, | |
-0.024345011409597026, | |
-0.023440998089031443, | |
0.022059861286590238, | |
0.021368238945269853, | |
-0.021329540325925784, | |
0.02124985203188155, | |
0.020780972390785923, | |
0.02066880568875131, | |
-0.020561794493645202, | |
0.020246858101090556, | |
0.018972985083397655, | |
-0.018933257214840543, | |
0.018715792391282033, | |
0.017190187823654873, | |
0.01707047521806811, | |
-0.016559617056037326, | |
0.01652114601142841, | |
-0.016459878385661496, | |
-0.016366047576710032, | |
-0.016060549643620012, | |
0.01600124681725032, | |
-0.015603391008248126, | |
-0.015325451096990668, | |
0.014931909462061965, | |
0.014584649400277436, | |
0.014319138143222922, | |
-0.014252466472334701, | |
0.014101473604987685, | |
0.012913302373948214, | |
0.012849493075983758, | |
0.012699687096357205, | |
-0.012456411619077377, | |
-0.012277470428131388, | |
0.011732016343616999, | |
0.011413994880544509, | |
-0.011172894523428381, | |
0.011115235857209978, | |
0.010951400884296608, | |
0.010393495328219387, | |
0.01028951700065838, | |
-0.010198806984694395, | |
-0.010094133321323957, | |
-0.009911602052631936, | |
0.009628120702108356, | |
0.009447232257952265, | |
-0.009310589725521318, | |
-0.009274189912718457, | |
-0.008794485754912578, | |
0.008790638431150407, | |
-0.008426698167767475, | |
-0.00821006181816066, | |
0.008006524192099738, | |
-0.00784383816891111, | |
0.007759020494440776, | |
-0.007757673431830739, | |
-0.007421576826128059, | |
0.007403257920307051, | |
0.0072969609904795125, | |
0.006964814748920294, | |
-0.006847562388266742, | |
0.006728737349439941, | |
-0.006705572768060158, | |
-0.006509218107616911, | |
-0.006427665696514277, | |
0.005961705222263251, | |
-0.005504707672035389, | |
-0.0054090062223764645, | |
-0.00534495848248958, | |
0.005331107417639844, | |
-0.00514043697147742, | |
-0.004912800108267455, | |
0.0046256529739528455, | |
-0.004609881725822224, | |
0.004470341736428625, | |
-0.004210206292686908, | |
0.004145293310968211, | |
0.004020563632888582, | |
0.003727228348319863, | |
-0.0034802770703983425, | |
0.003229847018092347, | |
-0.0031368516280045355, | |
-0.0030068193042229493, | |
0.00292046823195049, | |
0.0028668436173348555, | |
0.0027946265847715868, | |
-0.002299326248111585, | |
0.0021735468745956296, | |
0.001875163251544629, | |
0.0018639820081435667, | |
-0.001620945833976446, | |
0.0013112799751531, | |
-0.0011965480745608653, | |
0.0011370539288381384, | |
0.0006444729298554806, | |
0.0005843138937467843, | |
0.00034839131285463546, | |
9.126720967871466e-05, | |
4.749011031669298e-05, | |
1.7200638409685523e-17 | |
], | |
"Absolute Coefficient": [ | |
0.06757300794923786, | |
0.06542129339868241, | |
0.06370684362242969, | |
0.05068227987572994, | |
0.050528847875785834, | |
0.050036443930720806, | |
0.048730668651010146, | |
0.04819974776816241, | |
0.04753421307192413, | |
0.04697832526288762, | |
0.04509869842492271, | |
0.04406179670947466, | |
0.03983186403984459, | |
0.03940748722895219, | |
0.03760725214124796, | |
0.03646130644829284, | |
0.03457575568516855, | |
0.03336974157528836, | |
0.033272286996340016, | |
0.03321455163328923, | |
0.03232866222795681, | |
0.031961755051070746, | |
0.03081099144514324, | |
0.030665336857191004, | |
0.02979507891489875, | |
0.029423713166593524, | |
0.027472685516502747, | |
0.02711719207318624, | |
0.026939942581148752, | |
0.025034594517445448, | |
0.02493849723927115, | |
0.024345011409597026, | |
0.023440998089031443, | |
0.022059861286590238, | |
0.021368238945269853, | |
0.021329540325925784, | |
0.02124985203188155, | |
0.020780972390785923, | |
0.02066880568875131, | |
0.020561794493645202, | |
0.020246858101090556, | |
0.018972985083397655, | |
0.018933257214840543, | |
0.018715792391282033, | |
0.017190187823654873, | |
0.01707047521806811, | |
0.016559617056037326, | |
0.01652114601142841, | |
0.016459878385661496, | |
0.016366047576710032, | |
0.016060549643620012, | |
0.01600124681725032, | |
0.015603391008248126, | |
0.015325451096990668, | |
0.014931909462061965, | |
0.014584649400277436, | |
0.014319138143222922, | |
0.014252466472334701, | |
0.014101473604987685, | |
0.012913302373948214, | |
0.012849493075983758, | |
0.012699687096357205, | |
0.012456411619077377, | |
0.012277470428131388, | |
0.011732016343616999, | |
0.011413994880544509, | |
0.011172894523428381, | |
0.011115235857209978, | |
0.010951400884296608, | |
0.010393495328219387, | |
0.01028951700065838, | |
0.010198806984694395, | |
0.010094133321323957, | |
0.009911602052631936, | |
0.009628120702108356, | |
0.009447232257952265, | |
0.009310589725521318, | |
0.009274189912718457, | |
0.008794485754912578, | |
0.008790638431150407, | |
0.008426698167767475, | |
0.00821006181816066, | |
0.008006524192099738, | |
0.00784383816891111, | |
0.007759020494440776, | |
0.007757673431830739, | |
0.007421576826128059, | |
0.007403257920307051, | |
0.0072969609904795125, | |
0.006964814748920294, | |
0.006847562388266742, | |
0.006728737349439941, | |
0.006705572768060158, | |
0.006509218107616911, | |
0.006427665696514277, | |
0.005961705222263251, | |
0.005504707672035389, | |
0.0054090062223764645, | |
0.00534495848248958, | |
0.005331107417639844, | |
0.00514043697147742, | |
0.004912800108267455, | |
0.0046256529739528455, | |
0.004609881725822224, | |
0.004470341736428625, | |
0.004210206292686908, | |
0.004145293310968211, | |
0.004020563632888582, | |
0.003727228348319863, | |
0.0034802770703983425, | |
0.003229847018092347, | |
0.0031368516280045355, | |
0.0030068193042229493, | |
0.00292046823195049, | |
0.0028668436173348555, | |
0.0027946265847715868, | |
0.002299326248111585, | |
0.0021735468745956296, | |
0.001875163251544629, | |
0.0018639820081435667, | |
0.001620945833976446, | |
0.0013112799751531, | |
0.0011965480745608653, | |
0.0011370539288381384, | |
0.0006444729298554806, | |
0.0005843138937467843, | |
0.00034839131285463546, | |
9.126720967871466e-05, | |
4.749011031669298e-05, | |
1.7200638409685523e-17 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 67.85714285714286, | |
"precision": 66.24009324009323, | |
"recall": 61.62337662337662, | |
"f1": 63.54164456233421 | |
}, | |
"selection": { | |
"precision": 0.19417475728155337, | |
"recall": 0.5128205128205128, | |
"f1": 0.2816901408450704, | |
"jaccard": 0.14184397163120568 | |
} | |
} | |
} |