{ | |
"significant_genes": { | |
"Variable": [ | |
"MAP7D2", | |
"PER3", | |
"CYP1A1", | |
"PHRF1", | |
"HS3ST3A1", | |
"IL12RB2", | |
"UNC93A", | |
"GAREM2", | |
"USPL1", | |
"CCN6", | |
"EPPK1", | |
"RASGRP3", | |
"ZNF790-AS1", | |
"XIST", | |
"CD24", | |
"TDRD9", | |
"QRICH2", | |
"UNC5C", | |
"AFMID", | |
"SIK1", | |
"PSORS1C1", | |
"PAPPA", | |
"SYCP2L", | |
"YEATS4", | |
"CSTF3", | |
"PPP4R3A", | |
"LIAT1", | |
"RIMKLA", | |
"SCGB1C1", | |
"CXCL6", | |
"SGCA", | |
"CCDC81", | |
"CTBP1", | |
"GTF2B", | |
"SLC16A9", | |
"FAM98A", | |
"SLCO1B3", | |
"ERVW-1", | |
"RAB40AL", | |
"ZFAND5", | |
"DHRS1", | |
"HAND2-AS1", | |
"WDR64", | |
"KCNJ10", | |
"AADACP1", | |
"ALDH8A1", | |
"ANKRD30A", | |
"SOCS2", | |
"KRT79", | |
"TF", | |
"GCLM", | |
"KCNC4", | |
"DOC2B", | |
"TSPAN10", | |
"LIMD1-AS1", | |
"MEPCE", | |
"CDH2", | |
"IGLV3-10", | |
"FOLR3", | |
"TRH", | |
"ZNF740", | |
"FOXRED2", | |
"EXOC3-AS1", | |
"SF3B6", | |
"ADGRB3", | |
"IDH3G", | |
"SPINT3", | |
"ESRG", | |
"CYCSP19", | |
"TEKT4P2", | |
"ESPNP", | |
"PRKXP1", | |
"TTTY1", | |
"TTC13", | |
"C10orf88", | |
"LKAAEAR1", | |
"ACTR6", | |
"MIR4755", | |
"IFNE", | |
"MRPS11", | |
"THAP9-AS1", | |
"QRICH1", | |
"HGFAC", | |
"LRRC55", | |
"ATP1B1", | |
"MAFIP", | |
"MAGEC2", | |
"BAALC", | |
"AXIN2", | |
"SFXN2", | |
"TTN-AS1", | |
"CNGA4", | |
"PHAF1", | |
"ASB7", | |
"GHRLOS", | |
"NPAS2", | |
"ITPK1-AS1", | |
"TCIM", | |
"FGF13-AS1", | |
"CXCL1", | |
"GCSAML-AS1", | |
"BPESC1", | |
"HINFP", | |
"ZNF232", | |
"ZNF568", | |
"ZZZ3", | |
"CALHM3", | |
"DUTP1", | |
"CNTN6", | |
"CAPN6", | |
"TTTY1B" | |
], | |
"Coefficient": [ | |
-0.058590010487545724, | |
-0.04518322723031675, | |
0.038278910710269495, | |
0.032559544822513393, | |
0.03154280507259937, | |
-0.030850047214124647, | |
-0.030763277924152534, | |
0.030090663093158217, | |
0.02727776855447074, | |
0.02573834714501321, | |
-0.024945417835895566, | |
0.024322965431792607, | |
-0.023754451956930114, | |
0.0232776465794857, | |
-0.023117629999420436, | |
0.02293539102038797, | |
0.022779454697148267, | |
-0.02071845215967176, | |
0.02061038138119851, | |
-0.020161730183914574, | |
-0.019824894253073985, | |
-0.01920155276895116, | |
-0.017923788469946127, | |
-0.017481097042918906, | |
-0.017357405700883448, | |
0.017182986237692925, | |
-0.01695810885473324, | |
0.016694007133988747, | |
-0.01627674759498714, | |
0.015983210520110057, | |
-0.015355018058082232, | |
0.015335797979651237, | |
0.015328522052535886, | |
-0.015293417950781749, | |
-0.015137649451111363, | |
0.015101488205646652, | |
-0.015086159696914512, | |
0.013866642179949458, | |
0.013281658567149622, | |
-0.013155091450230314, | |
-0.011974375965502429, | |
0.011889535720424057, | |
-0.011136110803557878, | |
-0.011094640115659448, | |
-0.010973023852705054, | |
0.01085938677328199, | |
0.010544332085156425, | |
-0.010534778383233204, | |
0.01023711664209799, | |
0.010197125386806982, | |
-0.010095681903935278, | |
-0.00963569942444944, | |
0.009634246103415966, | |
-0.008958728575841556, | |
0.008938624144234054, | |
0.008682672901749894, | |
-0.008651516958201145, | |
0.008131470696201593, | |
-0.008091747319793056, | |
-0.007831651121929161, | |
0.007820721143555094, | |
-0.007800495046722044, | |
0.0071613442217644, | |
-0.007135516201780698, | |
-0.0067009994923637765, | |
-0.006202151553967417, | |
-0.006046908318906177, | |
-0.005953823916655896, | |
0.005788101278024723, | |
0.005717731822538669, | |
0.005656785890811474, | |
0.005613822294441155, | |
-0.004905826371199766, | |
-0.00490048962577004, | |
-0.004843403064776219, | |
0.0048333487297003526, | |
-0.004718541993118417, | |
0.004392685966432214, | |
-0.004348537527653856, | |
0.003990262558863332, | |
-0.0037592602008394596, | |
-0.0035805758462889945, | |
-0.003498545377503216, | |
-0.0032670928182251297, | |
-0.0029324603155884304, | |
0.0027779751318533223, | |
-0.0027246959263144076, | |
0.0023283876449880486, | |
0.0022945329438117464, | |
0.0022473502542070473, | |
0.002096366594158331, | |
-0.0020418613450553175, | |
0.001928490987779434, | |
0.001891087239434587, | |
0.0017616051229018513, | |
0.0015936825637338915, | |
0.0014123922530770426, | |
-0.0012756321620991519, | |
0.0011083645775442142, | |
0.0008813197963705132, | |
-0.0006972090832959526, | |
-0.0006959632636057548, | |
-0.0006340723167436709, | |
0.0005598564899576637, | |
-0.00040858697305148, | |
0.00020856608329026114, | |
-0.0001564205026010926, | |
-0.0001511372499981517, | |
-5.887685087814298e-05, | |
-3.120476859561829e-05, | |
-1.009293658750142e-17 | |
], | |
"Absolute Coefficient": [ | |
0.058590010487545724, | |
0.04518322723031675, | |
0.038278910710269495, | |
0.032559544822513393, | |
0.03154280507259937, | |
0.030850047214124647, | |
0.030763277924152534, | |
0.030090663093158217, | |
0.02727776855447074, | |
0.02573834714501321, | |
0.024945417835895566, | |
0.024322965431792607, | |
0.023754451956930114, | |
0.0232776465794857, | |
0.023117629999420436, | |
0.02293539102038797, | |
0.022779454697148267, | |
0.02071845215967176, | |
0.02061038138119851, | |
0.020161730183914574, | |
0.019824894253073985, | |
0.01920155276895116, | |
0.017923788469946127, | |
0.017481097042918906, | |
0.017357405700883448, | |
0.017182986237692925, | |
0.01695810885473324, | |
0.016694007133988747, | |
0.01627674759498714, | |
0.015983210520110057, | |
0.015355018058082232, | |
0.015335797979651237, | |
0.015328522052535886, | |
0.015293417950781749, | |
0.015137649451111363, | |
0.015101488205646652, | |
0.015086159696914512, | |
0.013866642179949458, | |
0.013281658567149622, | |
0.013155091450230314, | |
0.011974375965502429, | |
0.011889535720424057, | |
0.011136110803557878, | |
0.011094640115659448, | |
0.010973023852705054, | |
0.01085938677328199, | |
0.010544332085156425, | |
0.010534778383233204, | |
0.01023711664209799, | |
0.010197125386806982, | |
0.010095681903935278, | |
0.00963569942444944, | |
0.009634246103415966, | |
0.008958728575841556, | |
0.008938624144234054, | |
0.008682672901749894, | |
0.008651516958201145, | |
0.008131470696201593, | |
0.008091747319793056, | |
0.007831651121929161, | |
0.007820721143555094, | |
0.007800495046722044, | |
0.0071613442217644, | |
0.007135516201780698, | |
0.0067009994923637765, | |
0.006202151553967417, | |
0.006046908318906177, | |
0.005953823916655896, | |
0.005788101278024723, | |
0.005717731822538669, | |
0.005656785890811474, | |
0.005613822294441155, | |
0.004905826371199766, | |
0.00490048962577004, | |
0.004843403064776219, | |
0.0048333487297003526, | |
0.004718541993118417, | |
0.004392685966432214, | |
0.004348537527653856, | |
0.003990262558863332, | |
0.0037592602008394596, | |
0.0035805758462889945, | |
0.003498545377503216, | |
0.0032670928182251297, | |
0.0029324603155884304, | |
0.0027779751318533223, | |
0.0027246959263144076, | |
0.0023283876449880486, | |
0.0022945329438117464, | |
0.0022473502542070473, | |
0.002096366594158331, | |
0.0020418613450553175, | |
0.001928490987779434, | |
0.001891087239434587, | |
0.0017616051229018513, | |
0.0015936825637338915, | |
0.0014123922530770426, | |
0.0012756321620991519, | |
0.0011083645775442142, | |
0.0008813197963705132, | |
0.0006972090832959526, | |
0.0006959632636057548, | |
0.0006340723167436709, | |
0.0005598564899576637, | |
0.00040858697305148, | |
0.00020856608329026114, | |
0.0001564205026010926, | |
0.0001511372499981517, | |
5.887685087814298e-05, | |
3.120476859561829e-05, | |
1.009293658750142e-17 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 90.76923076923077, | |
"precision": 76.0, | |
"recall": 72.28571428571429, | |
"f1": 73.06792058516197 | |
}, | |
"selection": { | |
"precision": 1.390736562419189, | |
"recall": 0.5479452054794519, | |
"f1": 0.7860616348374034, | |
"jaccard": 0.3947595124322002 | |
} | |
} | |
} |