| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "SMOC1", | |
| "DCTD", | |
| "CYB5D2", | |
| "TMCC1", | |
| "MYO5A", | |
| "GULP1", | |
| "UQCRC2", | |
| "F11R", | |
| "KRT12", | |
| "STK32B", | |
| "MARCHF7", | |
| "SLURP1", | |
| "FGF12", | |
| "AMH", | |
| "AASDHPPT", | |
| "ADCK2", | |
| "ZDHHC4", | |
| "CSPG4", | |
| "COMMD7", | |
| "GFAP", | |
| "ARRB1", | |
| "SMAD6", | |
| "C1RL", | |
| "NCOR1", | |
| "TBL1X", | |
| "UTRN", | |
| "KCNJ4", | |
| "KDM5B", | |
| "COQ2", | |
| "CBX4", | |
| "DHRS7", | |
| "ITGB1BP1", | |
| "NDRG3", | |
| "KMT2C", | |
| "ALDH1L1", | |
| "GPRC5C", | |
| "PRPF18", | |
| "BICD2", | |
| "PTGS1", | |
| "BOK", | |
| "ADGRL1", | |
| "URI1", | |
| "PRKCE", | |
| "TMEM147", | |
| "GATA3", | |
| "ERF", | |
| "SLC30A9", | |
| "H1-2", | |
| "ERGIC3", | |
| "CUL1", | |
| "LTK", | |
| "PARVA", | |
| "PMM2", | |
| "PRKAG1", | |
| "CLN6", | |
| "SUN1", | |
| "LINC01547", | |
| "TINCR", | |
| "NAGA", | |
| "NOS1", | |
| "LIN7C", | |
| "SOX30", | |
| "QSOX1", | |
| "SNTB1", | |
| "ALG2", | |
| "ENPP1", | |
| "PON2", | |
| "FBXO25", | |
| "RIOX2", | |
| "ZNF117", | |
| "ARRDC3", | |
| "HARS2", | |
| "MLLT11", | |
| "UCP2", | |
| "ZBTB7B", | |
| "TM9SF4", | |
| "ST14", | |
| "PAX1", | |
| "BRD4", | |
| "CMTM8", | |
| "ELF4", | |
| "ARIH2", | |
| "NECTIN2", | |
| "GPR137B", | |
| "GNB4", | |
| "PIK3C3", | |
| "CLDND2", | |
| "GTF3C5", | |
| "ZSCAN9", | |
| "SPG11", | |
| "PIGX", | |
| "TNPO2", | |
| "LHB", | |
| "NCAPG2", | |
| "RNH1", | |
| "F3", | |
| "IPO11", | |
| "RAB2B", | |
| "PCED1A", | |
| "SPTAN1", | |
| "TOB1", | |
| "HSDL1", | |
| "DXO", | |
| "SGTA", | |
| "CREB5", | |
| "CBFA2T3", | |
| "IRF3", | |
| "STN1", | |
| "SNIP1", | |
| "NUP54", | |
| "RNF168", | |
| "PRKACA", | |
| "TNR", | |
| "JUNB", | |
| "RIMKLB", | |
| "BLTP2", | |
| "AGR2", | |
| "DUS3L", | |
| "CCAR1", | |
| "BOD1", | |
| "DTWD2", | |
| "R3HCC1L", | |
| "STRIP1", | |
| "TRIM8", | |
| "NDUFS4", | |
| "PHF2", | |
| "CDON", | |
| "CYP4F11", | |
| "DPP3", | |
| "FMNL2", | |
| "NR2C1", | |
| "MRPL33", | |
| "KLC2", | |
| "RABAC1", | |
| "NOCT", | |
| "GOLPH3", | |
| "HYAL1", | |
| "IL1R2", | |
| "POLR1A", | |
| "LMBR1", | |
| "ETV4", | |
| "MUC7", | |
| "POU2AF1", | |
| "GHRH", | |
| "MPC1", | |
| "TUBGCP5", | |
| "CEP57L1", | |
| "PWP1", | |
| "NDE1", | |
| "DUSP10", | |
| "AOPEP", | |
| "DCD", | |
| "CHST10", | |
| "ITPKB", | |
| "CHCHD6", | |
| "SEZ6", | |
| "GPALPP1", | |
| "NR1D1", | |
| "MARK3" | |
| ], | |
| "Coefficient": [ | |
| 0.032071330343509084, | |
| -0.027437166377965075, | |
| 0.025381856755973996, | |
| -0.020766373113492595, | |
| -0.018802042635106656, | |
| -0.01720130812082483, | |
| -0.016633177717881167, | |
| 0.016336111132370892, | |
| 0.016296709599422164, | |
| 0.016160022662720822, | |
| -0.015505422887890826, | |
| -0.015138207839728794, | |
| -0.014321221198649316, | |
| -0.013727899126334788, | |
| -0.013149091629235369, | |
| 0.012417419160266353, | |
| 0.012414086200665215, | |
| 0.012393603903571623, | |
| -0.012184028512678167, | |
| -0.01187959595941843, | |
| -0.011732998187106363, | |
| -0.01142527850819402, | |
| -0.011310995916514358, | |
| -0.011156284434438281, | |
| 0.010935145070529177, | |
| 0.010880828829386412, | |
| -0.010779563139949567, | |
| -0.010563082710944909, | |
| 0.010561534661444227, | |
| 0.010525583982240157, | |
| -0.010517358646312678, | |
| 0.010318637216585566, | |
| -0.00994245753417383, | |
| 0.009771308560976135, | |
| 0.009676612220020699, | |
| -0.009441222200480734, | |
| 0.009426715307058745, | |
| 0.009375286106507574, | |
| -0.008931953605434405, | |
| -0.008915298007928818, | |
| 0.008759985649166798, | |
| 0.00854243625378314, | |
| 0.008211707165136571, | |
| 0.00797557801319654, | |
| -0.007280440762906516, | |
| 0.007206916378277974, | |
| -0.007034524332322498, | |
| 0.006766970661866834, | |
| -0.0067634231529747615, | |
| 0.006692670204092882, | |
| 0.0066624394233311375, | |
| -0.006498486814799135, | |
| 0.006412030917108528, | |
| -0.006404896374519739, | |
| 0.006175664468964415, | |
| 0.006019994244871818, | |
| -0.005986889795596623, | |
| -0.005942539142878068, | |
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| -0.0058169182464294375, | |
| 0.005816256926143728, | |
| 0.005770837655404718, | |
| -0.005560712722310684, | |
| 0.005426998497495017, | |
| 0.005396060957183302, | |
| 0.005021126324717712, | |
| -0.004984170236668568, | |
| -0.004946160997975581, | |
| -0.004833398875052766, | |
| 0.004632560228123516, | |
| 0.004582385845923518, | |
| -0.004509013515744273, | |
| 0.0043318115555403955, | |
| -0.004310673790540347, | |
| 0.004306898361388456, | |
| -0.004215443407402622, | |
| 0.0039307743265020725, | |
| 0.003919203451502055, | |
| 0.0038899559249342317, | |
| 0.003840504963580618, | |
| -0.0037906796752183473, | |
| 0.0037715943925396124, | |
| -0.0037414979431873224, | |
| 0.003455599847044696, | |
| 0.003347129007366628, | |
| -0.0033047208937341034, | |
| 0.0032644168305180667, | |
| 0.003073293950695261, | |
| -0.0030354171113924043, | |
| -0.003027394640321965, | |
| 0.002909948426624379, | |
| 0.002907374225329681, | |
| 0.002823861351868258, | |
| 0.0028014276767718794, | |
| -0.002762442559278832, | |
| -0.0027331400472435635, | |
| -0.0026062499359538298, | |
| 0.0025364537600974526, | |
| -0.002529839258117236, | |
| 0.002496936708226153, | |
| -0.0024757171229921483, | |
| -0.002432552355648648, | |
| 0.0024003307175501504, | |
| -0.0023671542124311376, | |
| -0.0023199927347197537, | |
| -0.002261500530997789, | |
| -0.002226031719948974, | |
| 0.002117996440837722, | |
| -0.0020685689039703775, | |
| 0.0020356710858872294, | |
| 0.0020297297003948216, | |
| 0.001961540061515084, | |
| 0.0019459936193659464, | |
| 0.0019256393792833012, | |
| 0.0019197947295978904, | |
| -0.0016789283079871864, | |
| -0.0016490274205772568, | |
| 0.0016169369153863945, | |
| -0.001607953459065073, | |
| 0.0016057156102624254, | |
| 0.0015712849251776548, | |
| -0.0015528809558678581, | |
| -0.0015292816201018732, | |
| 0.0014923512481726312, | |
| -0.0014623081329814742, | |
| 0.0014491124077695612, | |
| -0.0014453561238376175, | |
| 0.0013285943309989578, | |
| 0.0013072343346928817, | |
| -0.0012136048283246201, | |
| -0.0012116960830744412, | |
| 0.0011995607526025468, | |
| 0.0011437829604122882, | |
| 0.001085328545977893, | |
| 0.0010344576987425496, | |
| 0.0010160264289234139, | |
| 0.0008837098851063815, | |
| -0.0008276867903417669, | |
| 0.0007305708000793239, | |
| 0.0007276989429332786, | |
| -0.0007152204069996798, | |
| -0.0007052947311439439, | |
| 0.0006827010336608463, | |
| -0.0006633327878446207, | |
| 0.0006609678846056083, | |
| 0.0006425792908124041, | |
| 0.0005892337332529092, | |
| -0.0004862358191856881, | |
| 0.00038201628495067964, | |
| -0.0003727858646404333, | |
| 0.00020215286911019515, | |
| 0.0001944837117494494, | |
| -0.00014284289160835357, | |
| 0.00013097999920617102, | |
| -0.00010824262325512284, | |
| 8.735098215996662e-05, | |
| -7.122609585489962e-05, | |
| 3.617125543100476e-05, | |
| 4.404532894027673e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.032071330343509084, | |
| 0.027437166377965075, | |
| 0.025381856755973996, | |
| 0.020766373113492595, | |
| 0.018802042635106656, | |
| 0.01720130812082483, | |
| 0.016633177717881167, | |
| 0.016336111132370892, | |
| 0.016296709599422164, | |
| 0.016160022662720822, | |
| 0.015505422887890826, | |
| 0.015138207839728794, | |
| 0.014321221198649316, | |
| 0.013727899126334788, | |
| 0.013149091629235369, | |
| 0.012417419160266353, | |
| 0.012414086200665215, | |
| 0.012393603903571623, | |
| 0.012184028512678167, | |
| 0.01187959595941843, | |
| 0.011732998187106363, | |
| 0.01142527850819402, | |
| 0.011310995916514358, | |
| 0.011156284434438281, | |
| 0.010935145070529177, | |
| 0.010880828829386412, | |
| 0.010779563139949567, | |
| 0.010563082710944909, | |
| 0.010561534661444227, | |
| 0.010525583982240157, | |
| 0.010517358646312678, | |
| 0.010318637216585566, | |
| 0.00994245753417383, | |
| 0.009771308560976135, | |
| 0.009676612220020699, | |
| 0.009441222200480734, | |
| 0.009426715307058745, | |
| 0.009375286106507574, | |
| 0.008931953605434405, | |
| 0.008915298007928818, | |
| 0.008759985649166798, | |
| 0.00854243625378314, | |
| 0.008211707165136571, | |
| 0.00797557801319654, | |
| 0.007280440762906516, | |
| 0.007206916378277974, | |
| 0.007034524332322498, | |
| 0.006766970661866834, | |
| 0.0067634231529747615, | |
| 0.006692670204092882, | |
| 0.0066624394233311375, | |
| 0.006498486814799135, | |
| 0.006412030917108528, | |
| 0.006404896374519739, | |
| 0.006175664468964415, | |
| 0.006019994244871818, | |
| 0.005986889795596623, | |
| 0.005942539142878068, | |
| 0.005848066693995772, | |
| 0.0058169182464294375, | |
| 0.005816256926143728, | |
| 0.005770837655404718, | |
| 0.005560712722310684, | |
| 0.005426998497495017, | |
| 0.005396060957183302, | |
| 0.005021126324717712, | |
| 0.004984170236668568, | |
| 0.004946160997975581, | |
| 0.004833398875052766, | |
| 0.004632560228123516, | |
| 0.004582385845923518, | |
| 0.004509013515744273, | |
| 0.0043318115555403955, | |
| 0.004310673790540347, | |
| 0.004306898361388456, | |
| 0.004215443407402622, | |
| 0.0039307743265020725, | |
| 0.003919203451502055, | |
| 0.0038899559249342317, | |
| 0.003840504963580618, | |
| 0.0037906796752183473, | |
| 0.0037715943925396124, | |
| 0.0037414979431873224, | |
| 0.003455599847044696, | |
| 0.003347129007366628, | |
| 0.0033047208937341034, | |
| 0.0032644168305180667, | |
| 0.003073293950695261, | |
| 0.0030354171113924043, | |
| 0.003027394640321965, | |
| 0.002909948426624379, | |
| 0.002907374225329681, | |
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| 0.002762442559278832, | |
| 0.0027331400472435635, | |
| 0.0026062499359538298, | |
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| 0.0024757171229921483, | |
| 0.002432552355648648, | |
| 0.0024003307175501504, | |
| 0.0023671542124311376, | |
| 0.0023199927347197537, | |
| 0.002261500530997789, | |
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| 0.002117996440837722, | |
| 0.0020685689039703775, | |
| 0.0020356710858872294, | |
| 0.0020297297003948216, | |
| 0.001961540061515084, | |
| 0.0019459936193659464, | |
| 0.0019256393792833012, | |
| 0.0019197947295978904, | |
| 0.0016789283079871864, | |
| 0.0016490274205772568, | |
| 0.0016169369153863945, | |
| 0.001607953459065073, | |
| 0.0016057156102624254, | |
| 0.0015712849251776548, | |
| 0.0015528809558678581, | |
| 0.0015292816201018732, | |
| 0.0014923512481726312, | |
| 0.0014623081329814742, | |
| 0.0014491124077695612, | |
| 0.0014453561238376175, | |
| 0.0013285943309989578, | |
| 0.0013072343346928817, | |
| 0.0012136048283246201, | |
| 0.0012116960830744412, | |
| 0.0011995607526025468, | |
| 0.0011437829604122882, | |
| 0.001085328545977893, | |
| 0.0010344576987425496, | |
| 0.0010160264289234139, | |
| 0.0008837098851063815, | |
| 0.0008276867903417669, | |
| 0.0007305708000793239, | |
| 0.0007276989429332786, | |
| 0.0007152204069996798, | |
| 0.0007052947311439439, | |
| 0.0006827010336608463, | |
| 0.0006633327878446207, | |
| 0.0006609678846056083, | |
| 0.0006425792908124041, | |
| 0.0005892337332529092, | |
| 0.0004862358191856881, | |
| 0.00038201628495067964, | |
| 0.0003727858646404333, | |
| 0.00020215286911019515, | |
| 0.0001944837117494494, | |
| 0.00014284289160835357, | |
| 0.00013097999920617102, | |
| 0.00010824262325512284, | |
| 8.735098215996662e-05, | |
| 7.122609585489962e-05, | |
| 3.617125543100476e-05, | |
| 4.404532894027673e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 95.49295774647888, | |
| "precision": 70.0, | |
| "recall": 31.666666666666664, | |
| "f1": 41.33333333333333 | |
| }, | |
| "selection": { | |
| "precision": 0.14084507042253522, | |
| "recall": 2.0, | |
| "f1": 0.2631578947368421, | |
| "jaccard": 0.13245033112582782 | |
| } | |
| } | |
| } |