| { | |
| "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 | |
| } | |
| } | |
| } |