{ | |
"significant_genes": { | |
"Variable": [ | |
"CDH13", | |
"COL15A1", | |
"TBXA2R", | |
"SYT10", | |
"ANGPTL7", | |
"OR4F17", | |
"MURC", | |
"EPS8L3", | |
"KCNK16", | |
"P2RX2", | |
"OR5B2", | |
"MTSS1L", | |
"OR5B17", | |
"PLVAP", | |
"FAM83F", | |
"ADAMTS1", | |
"CD276", | |
"HLA-DRB6", | |
"AK3L1", | |
"STX1A", | |
"CYR61", | |
"IFNA8", | |
"TP53TG5", | |
"KIR2DL1", | |
"OR6V1", | |
"ASPM", | |
"TERT", | |
"CAMK2N1", | |
"IL20RB", | |
"KDM4DL", | |
"TPH2", | |
"MS4A5", | |
"MYO15B", | |
"CCDC28B", | |
"C21orf62", | |
"FAM7A2", | |
"MVD", | |
"PCDH9", | |
"BEND4", | |
"SERPINB10", | |
"DBH", | |
"LOC729467", | |
"C10orf40", | |
"SNORD115-26", | |
"SLC27A6", | |
"TNMD", | |
"OR8J1", | |
"OR51A7", | |
"CDKL3", | |
"C18orf20", | |
"ADRA2B", | |
"FAM84A", | |
"NRXN1", | |
"ACOXL", | |
"OPN1MW", | |
"C14orf93", | |
"SCARNA9", | |
"ACCN1", | |
"MYOT", | |
"PISRT1", | |
"PWRN1", | |
"CETP", | |
"PSIMCT-1", | |
"DUSP28", | |
"DUSP27", | |
"MPV17L", | |
"SLITRK4", | |
"KIAA1875", | |
"RBMXL1", | |
"HCRTR2", | |
"GLP2R", | |
"TIGD5", | |
"SLC5A1", | |
"MIP", | |
"KRTAP4-11", | |
"FAM99B", | |
"AMPD1", | |
"CLEC18A", | |
"SNORA54", | |
"TDRD1", | |
"PTPRR", | |
"KRTAP1-1", | |
"PGLYRP4", | |
"SOX10", | |
"FAM163A", | |
"DPRX", | |
"NCAPG", | |
"GSG1L", | |
"TACR2", | |
"LHX6", | |
"THBS4", | |
"SLITRK2", | |
"MND1", | |
"SLC5A7", | |
"GPR83", | |
"SCGB1C1", | |
"OR9G4", | |
"GLYATL2", | |
"RPL13AP17", | |
"OR51F1", | |
"ZAN", | |
"SNORA51", | |
"HTR3C", | |
"CARTPT", | |
"RPA4", | |
"HAR1B", | |
"SNORA38B", | |
"HBG2", | |
"CRISP3", | |
"C21orf128", | |
"CLDN8", | |
"PHACTR3", | |
"CSF3", | |
"FAM74A3", | |
"TXNL4B", | |
"RSPH10B2", | |
"SYT4", | |
"LSS", | |
"SQLE", | |
"AQP3", | |
"DHRS7C", | |
"PXDN", | |
"NPAS4", | |
"PTCRA", | |
"CLEC4C", | |
"STATH", | |
"ZC3H8", | |
"SP6", | |
"PZP", | |
"FXC1", | |
"CCDC79", | |
"TMEFF1", | |
"NLGN4Y", | |
"VSTM1", | |
"HIST1H2BB", | |
"TTTY17B", | |
"FAM116B", | |
"VAMP1", | |
"C12orf74", | |
"KRT27", | |
"PRR21", | |
"TBC1D1", | |
"OR10G7", | |
"OR8J3", | |
"PCGF1", | |
"OR7D4", | |
"PPEF2", | |
"DOCK3", | |
"IL13", | |
"RNF122", | |
"C2orf63", | |
"OR1A2", | |
"HEBP1", | |
"HPS5" | |
], | |
"Coefficient": [ | |
0.05201021403402462, | |
0.03467077120558793, | |
-0.030764614729831073, | |
-0.028584731718906582, | |
0.017955341080059806, | |
0.01749614172122027, | |
0.015324444732943978, | |
0.013430250025960927, | |
-0.012300259564056441, | |
0.012076035120465024, | |
0.011858550827108702, | |
-0.011801868079544964, | |
0.011717929582629003, | |
0.011628570672740953, | |
-0.011336221369410154, | |
-0.011013240846932835, | |
-0.010564420716569154, | |
-0.01042861716622787, | |
-0.010399233415321004, | |
0.009634619800102249, | |
-0.00953314646499292, | |
-0.009210896283368526, | |
-0.008465614419992518, | |
-0.007867571539721023, | |
-0.007604158235381956, | |
0.00747555977727974, | |
0.007471240728329794, | |
-0.0074483412400966256, | |
-0.007242835489027632, | |
0.007100283583918719, | |
-0.007034320943024916, | |
-0.006723888360568081, | |
0.006721663006398097, | |
0.006681682505018869, | |
-0.006533479020890084, | |
0.0065245904736943505, | |
0.0064136290847520375, | |
-0.006395247738083785, | |
-0.0062824849106657725, | |
-0.006237801793985861, | |
-0.006108424895896287, | |
0.005958551258136577, | |
-0.005887688405148211, | |
0.005861370592965863, | |
-0.005853671774400291, | |
0.005789439113939291, | |
-0.0056496581771962266, | |
0.005514785624087355, | |
0.005181784852467335, | |
0.005101685893706464, | |
-0.00505566875052025, | |
-0.004982757112224947, | |
-0.004819122607204701, | |
0.0047920814998883045, | |
-0.004702601943220218, | |
0.00464797500800455, | |
-0.004544362336563405, | |
0.004465638714111428, | |
-0.004403701273713421, | |
-0.004324456871485172, | |
0.004238194275034076, | |
-0.004146658938477407, | |
0.004081124677082388, | |
0.003957668422243393, | |
0.003937707377701694, | |
-0.0038219470758041494, | |
0.0037465622789532886, | |
0.0036572824264895303, | |
-0.0036396220739954178, | |
0.003626131076867542, | |
-0.00358398844275865, | |
0.0035764942379743238, | |
-0.003529424842126195, | |
-0.003524018863674094, | |
-0.0034958970349627983, | |
-0.003476065596770511, | |
-0.003433889247765814, | |
0.003368434414540746, | |
-0.0033134906928318913, | |
-0.0033029385535714106, | |
0.0032947677161524625, | |
-0.0032710504751123724, | |
0.003261408850011864, | |
-0.003217646480975656, | |
-0.0031409862299904604, | |
0.0030126266347372797, | |
0.0029434057396866115, | |
0.002933457054611235, | |
-0.0029179630842721235, | |
0.0028290348765129454, | |
0.002827125881344824, | |
-0.0028075698750285706, | |
0.0027758844427654516, | |
-0.002755690948916495, | |
-0.0027391558577616656, | |
0.002719711066710722, | |
-0.002692239802749016, | |
-0.002678235374722411, | |
0.0026524835051413725, | |
-0.0025835501942108124, | |
-0.0025550776142782374, | |
-0.0023710122228788304, | |
0.0020080084491629967, | |
0.0020001536381175386, | |
0.0019226669520318966, | |
-0.001864324022018176, | |
-0.0017027487732046438, | |
0.0016598778164894773, | |
0.0016155668920814963, | |
-0.0016020929393335524, | |
-0.0014600017051656757, | |
-0.001403701653874265, | |
-0.0013999963769506265, | |
-0.0013996608049720092, | |
0.0013695538421248034, | |
-0.001368281943804616, | |
-0.0013180944837941496, | |
0.0012976591477599437, | |
0.001270112695831554, | |
-0.0012516191787621193, | |
-0.0012199149735963308, | |
-0.0011478679079166135, | |
-0.0010321218014997051, | |
-0.0009768832711272754, | |
-0.000972776619048953, | |
-0.0009271348829404789, | |
0.0009026703534322381, | |
0.0008837243859706838, | |
-0.0007537546605273617, | |
0.0007157727792021645, | |
0.0006865930391834998, | |
0.0006377918777633056, | |
-0.0006088426129731721, | |
-0.0006050559502405443, | |
0.000578089930940972, | |
0.0005735323017850335, | |
0.0003990047685643792, | |
0.0003839719767431605, | |
-0.00036950862344968044, | |
0.0003586202688211944, | |
-0.0002787305396644172, | |
-0.00025764062271697874, | |
-0.0002569869240946033, | |
-0.00018784239385185228, | |
0.00017798342279709038, | |
-0.0001659721835235746, | |
-0.0001635031217094088, | |
0.0001392032738458151, | |
-0.00012938074639832985, | |
-9.664124864135064e-05, | |
9.141110180503366e-05, | |
-5.0170666765705314e-05, | |
-2.9959027518768926e-05, | |
-3.1290619581381812e-06 | |
], | |
"Absolute Coefficient": [ | |
0.05201021403402462, | |
0.03467077120558793, | |
0.030764614729831073, | |
0.028584731718906582, | |
0.017955341080059806, | |
0.01749614172122027, | |
0.015324444732943978, | |
0.013430250025960927, | |
0.012300259564056441, | |
0.012076035120465024, | |
0.011858550827108702, | |
0.011801868079544964, | |
0.011717929582629003, | |
0.011628570672740953, | |
0.011336221369410154, | |
0.011013240846932835, | |
0.010564420716569154, | |
0.01042861716622787, | |
0.010399233415321004, | |
0.009634619800102249, | |
0.00953314646499292, | |
0.009210896283368526, | |
0.008465614419992518, | |
0.007867571539721023, | |
0.007604158235381956, | |
0.00747555977727974, | |
0.007471240728329794, | |
0.0074483412400966256, | |
0.007242835489027632, | |
0.007100283583918719, | |
0.007034320943024916, | |
0.006723888360568081, | |
0.006721663006398097, | |
0.006681682505018869, | |
0.006533479020890084, | |
0.0065245904736943505, | |
0.0064136290847520375, | |
0.006395247738083785, | |
0.0062824849106657725, | |
0.006237801793985861, | |
0.006108424895896287, | |
0.005958551258136577, | |
0.005887688405148211, | |
0.005861370592965863, | |
0.005853671774400291, | |
0.005789439113939291, | |
0.0056496581771962266, | |
0.005514785624087355, | |
0.005181784852467335, | |
0.005101685893706464, | |
0.00505566875052025, | |
0.004982757112224947, | |
0.004819122607204701, | |
0.0047920814998883045, | |
0.004702601943220218, | |
0.00464797500800455, | |
0.004544362336563405, | |
0.004465638714111428, | |
0.004403701273713421, | |
0.004324456871485172, | |
0.004238194275034076, | |
0.004146658938477407, | |
0.004081124677082388, | |
0.003957668422243393, | |
0.003937707377701694, | |
0.0038219470758041494, | |
0.0037465622789532886, | |
0.0036572824264895303, | |
0.0036396220739954178, | |
0.003626131076867542, | |
0.00358398844275865, | |
0.0035764942379743238, | |
0.003529424842126195, | |
0.003524018863674094, | |
0.0034958970349627983, | |
0.003476065596770511, | |
0.003433889247765814, | |
0.003368434414540746, | |
0.0033134906928318913, | |
0.0033029385535714106, | |
0.0032947677161524625, | |
0.0032710504751123724, | |
0.003261408850011864, | |
0.003217646480975656, | |
0.0031409862299904604, | |
0.0030126266347372797, | |
0.0029434057396866115, | |
0.002933457054611235, | |
0.0029179630842721235, | |
0.0028290348765129454, | |
0.002827125881344824, | |
0.0028075698750285706, | |
0.0027758844427654516, | |
0.002755690948916495, | |
0.0027391558577616656, | |
0.002719711066710722, | |
0.002692239802749016, | |
0.002678235374722411, | |
0.0026524835051413725, | |
0.0025835501942108124, | |
0.0025550776142782374, | |
0.0023710122228788304, | |
0.0020080084491629967, | |
0.0020001536381175386, | |
0.0019226669520318966, | |
0.001864324022018176, | |
0.0017027487732046438, | |
0.0016598778164894773, | |
0.0016155668920814963, | |
0.0016020929393335524, | |
0.0014600017051656757, | |
0.001403701653874265, | |
0.0013999963769506265, | |
0.0013996608049720092, | |
0.0013695538421248034, | |
0.001368281943804616, | |
0.0013180944837941496, | |
0.0012976591477599437, | |
0.001270112695831554, | |
0.0012516191787621193, | |
0.0012199149735963308, | |
0.0011478679079166135, | |
0.0010321218014997051, | |
0.0009768832711272754, | |
0.000972776619048953, | |
0.0009271348829404789, | |
0.0009026703534322381, | |
0.0008837243859706838, | |
0.0007537546605273617, | |
0.0007157727792021645, | |
0.0006865930391834998, | |
0.0006377918777633056, | |
0.0006088426129731721, | |
0.0006050559502405443, | |
0.000578089930940972, | |
0.0005735323017850335, | |
0.0003990047685643792, | |
0.0003839719767431605, | |
0.00036950862344968044, | |
0.0003586202688211944, | |
0.0002787305396644172, | |
0.00025764062271697874, | |
0.0002569869240946033, | |
0.00018784239385185228, | |
0.00017798342279709038, | |
0.0001659721835235746, | |
0.0001635031217094088, | |
0.0001392032738458151, | |
0.00012938074639832985, | |
9.664124864135064e-05, | |
9.141110180503366e-05, | |
5.0170666765705314e-05, | |
2.9959027518768926e-05, | |
3.1290619581381812e-06 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 98.0952380952381, | |
"precision": 99.43661971830986, | |
"recall": 98.37346182357302, | |
"f1": 98.89600612187792 | |
}, | |
"selection": { | |
"precision": 0.9062057844672967, | |
"recall": 1.3461538461538463, | |
"f1": 1.0804122930041906, | |
"jaccard": 0.5435707255683837 | |
} | |
} | |
} |