| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "GPR27", | |
| "RBX1", | |
| "BAMBI", | |
| "H2BC8", | |
| "GNA11", | |
| "GSS", | |
| "EFEMP2", | |
| "RHBDD3", | |
| "ABCC4", | |
| "SOX15", | |
| "IKBKG", | |
| "HTATIP2", | |
| "H2BC6", | |
| "DLEU1", | |
| "TMSB15B", | |
| "TSPAN15", | |
| "HLA-DRB3", | |
| "ARHGAP6", | |
| "TGFB2", | |
| "TMSB4Y", | |
| "CSTA", | |
| "CMAHP", | |
| "EEF1B2", | |
| "TMSB4X", | |
| "TAGLN3", | |
| "CA1", | |
| "DDX5", | |
| "ETV7", | |
| "ACTR2", | |
| "ARG2", | |
| "GMPR", | |
| "ACTN1", | |
| "HMGB2", | |
| "VCAM1", | |
| "NOCT", | |
| "DSPP", | |
| "TIMP1", | |
| "TMOD1", | |
| "TBX10", | |
| "SULT2B1", | |
| "RBMS3", | |
| "CRYM", | |
| "ELF3", | |
| "MYL9", | |
| "SRP72", | |
| "PTCRA", | |
| "NFIB", | |
| "NRGN", | |
| "FKBP8", | |
| "GP9", | |
| "RPL18A", | |
| "TP53TG3", | |
| "PGLYRP4", | |
| "LMNA", | |
| "SYNM", | |
| "PRUNE1", | |
| "TMEM123", | |
| "CANX", | |
| "PCYT1B", | |
| "GNB5", | |
| "MLH3", | |
| "EPOR", | |
| "SLC12A6", | |
| "CA2", | |
| "LGALSL", | |
| "RPL41", | |
| "NAT8B", | |
| "FSTL1", | |
| "PAGR1", | |
| "CALML4", | |
| "PDLIM7", | |
| "BEX3", | |
| "GATA1", | |
| "PTGS1", | |
| "HAVCR1", | |
| "INF2", | |
| "ACTB", | |
| "CTNS", | |
| "DR1", | |
| "CLDN5", | |
| "ABLIM3", | |
| "HSD17B3", | |
| "PDZK1IP1", | |
| "MGLL", | |
| "ARL4D", | |
| "HLA-DRB1", | |
| "PVALB", | |
| "RPS16", | |
| "DBN1", | |
| "ZC3H13", | |
| "PDGFC", | |
| "NEUROD2", | |
| "HBE1", | |
| "GUCY1B1", | |
| "CLIC5", | |
| "RAB31", | |
| "UBL4A", | |
| "HMG20B", | |
| "FHL2", | |
| "NENF", | |
| "HBG1", | |
| "PIWIL2", | |
| "FGF1", | |
| "MEIS1", | |
| "PTP4A1", | |
| "RPLP1", | |
| "RETNLB", | |
| "ARL3", | |
| "RPS17", | |
| "TSC22D1", | |
| "PRX", | |
| "PGRMC1", | |
| "H2AC11", | |
| "EFHC2", | |
| "CLEC1B", | |
| "H2BC11", | |
| "GPX1", | |
| "AIMP2", | |
| "RAB3IL1", | |
| "CEP104", | |
| "RPLP0", | |
| "CYB561", | |
| "FMO4", | |
| "HSP90AA2P", | |
| "MAX", | |
| "RPS9", | |
| "LIMS1", | |
| "ETV1", | |
| "MFAP3L", | |
| "VIM", | |
| "CALM3", | |
| "TGFB1I1", | |
| "BCR", | |
| "INE1", | |
| "PKIG", | |
| "GPR12", | |
| "RAB1A", | |
| "MMP1", | |
| "LAPTM4B", | |
| "AGPAT1", | |
| "BMP6", | |
| "WWOX", | |
| "PLEKHG3", | |
| "GNG11", | |
| "FNTB", | |
| "ANXA1", | |
| "NOS1", | |
| "USP25", | |
| "SEPTIN5", | |
| "RPL24", | |
| "ACAA2", | |
| "CYB5R1", | |
| "EIF2AK1", | |
| "TPM1", | |
| "JUND", | |
| "RABGAP1L", | |
| "GLA", | |
| "GSTM5", | |
| "EPHB4", | |
| "HCLS1", | |
| "RAB13", | |
| "RREB1", | |
| "TRB", | |
| "CTSB", | |
| "ABCC3", | |
| "SMOX", | |
| "RAB27B", | |
| "CAV2" | |
| ], | |
| "Coefficient": [ | |
| -0.10330490714331074, | |
| 0.09999724279854719, | |
| 0.09651884818012631, | |
| -0.0929645396381487, | |
| -0.0894349668643508, | |
| 0.08044460879885935, | |
| -0.08029107220002842, | |
| -0.07516178064701778, | |
| -0.07364233999517408, | |
| -0.07292618852724977, | |
| 0.0700493028578977, | |
| 0.06999102546149794, | |
| 0.06659352300972396, | |
| 0.05717106840840732, | |
| 0.05688354448181755, | |
| -0.05597020544687698, | |
| 0.05491781858324717, | |
| 0.0546141535916707, | |
| 0.053931922520913715, | |
| -0.05220766721195094, | |
| 0.049209052632514745, | |
| -0.048613717599842635, | |
| -0.04640436778352817, | |
| -0.04582559973207401, | |
| 0.044512514329698404, | |
| -0.04439118842676941, | |
| 0.04303883983603521, | |
| 0.042924262274056865, | |
| 0.04245837240765041, | |
| -0.04204461214029156, | |
| -0.04179969400708111, | |
| -0.04165675566206021, | |
| 0.0405643524558248, | |
| -0.03902300182869193, | |
| -0.038843235432438256, | |
| -0.037685641061704994, | |
| 0.0376479798633902, | |
| -0.037632092015186004, | |
| -0.037290293862124575, | |
| 0.037075449643035024, | |
| -0.034496579567671985, | |
| -0.03428368362112372, | |
| 0.03380191469113875, | |
| 0.03362095721046558, | |
| 0.03341963322295117, | |
| -0.03308720617998716, | |
| -0.032520412632856675, | |
| 0.032086550887669145, | |
| 0.03184760788187314, | |
| 0.031289370099856585, | |
| -0.030118961380165482, | |
| -0.029915203991601896, | |
| 0.029643626499712562, | |
| -0.02940068133487685, | |
| -0.027682615183285294, | |
| -0.02734574853988055, | |
| 0.026694089274473736, | |
| 0.026570441959316352, | |
| 0.026434946510770874, | |
| 0.02606305321209553, | |
| -0.02580967181988181, | |
| 0.025775956147225745, | |
| 0.024703092479200335, | |
| -0.024224312148624968, | |
| -0.02266072394990672, | |
| 0.02261365921640613, | |
| 0.022486662201401466, | |
| -0.022388789285984964, | |
| -0.022347370735827005, | |
| 0.02232153295937161, | |
| 0.02200964467059926, | |
| 0.021018104643178787, | |
| 0.020394603724431568, | |
| -0.020293848050735596, | |
| -0.02028037561467655, | |
| -0.020219404885287347, | |
| 0.020218824724859946, | |
| 0.019876441892243926, | |
| 0.019857814375058555, | |
| -0.01932700233777566, | |
| 0.019269686469115213, | |
| -0.019206220363994535, | |
| 0.01918487241292035, | |
| 0.017563006217531013, | |
| -0.017216051068484204, | |
| 0.01710973127841764, | |
| 0.01660983990167003, | |
| -0.01639811848095731, | |
| 0.016052421804550562, | |
| 0.01597040876832773, | |
| -0.015661892267458843, | |
| 0.015570761604541974, | |
| -0.015235447736085409, | |
| -0.015112889446894926, | |
| -0.014885558270824339, | |
| -0.014343892909901897, | |
| 0.013689101773112184, | |
| 0.013659973185716861, | |
| 0.01241115948316672, | |
| -0.011416948051473369, | |
| 0.011339769037819003, | |
| 0.011211646172600431, | |
| -0.011005771150221453, | |
| -0.010645872470521806, | |
| -0.010313091290870763, | |
| -0.010255119471766405, | |
| -0.01018015090043923, | |
| 0.009764451725383348, | |
| 0.009224286287591758, | |
| -0.008996051793614625, | |
| 0.008694439414585012, | |
| -0.008012169569170512, | |
| -0.007980572101435551, | |
| -0.007818707783793094, | |
| 0.007801407305185502, | |
| 0.007383431673302627, | |
| 0.007183103908144864, | |
| 0.007139225363308194, | |
| 0.0071072643198221925, | |
| -0.00700453719482252, | |
| 0.006882726790320638, | |
| 0.0068804162739044585, | |
| 0.0066699242001968155, | |
| -0.006529058838117305, | |
| -0.006526349089288448, | |
| 0.006340393709253174, | |
| -0.006190520978154684, | |
| -0.005846354171270868, | |
| -0.005662058111213007, | |
| 0.005636627233676231, | |
| 0.005122593775952853, | |
| 0.0050723628541124235, | |
| 0.00484873420944746, | |
| -0.0045027839145950575, | |
| 0.00438270325984054, | |
| 0.004340972632636166, | |
| -0.004200543641498738, | |
| 0.003729052919087517, | |
| 0.0035781055866597, | |
| 0.003354457831036924, | |
| 0.0027382203824732067, | |
| -0.002709617839385013, | |
| -0.0026843779787076283, | |
| 0.002498753218011109, | |
| -0.002401013830110681, | |
| 0.002121030916000084, | |
| 0.0021161064937642903, | |
| -0.0020250714958301263, | |
| 0.0019438349095419086, | |
| -0.0015144394247148015, | |
| -0.0014355324640467927, | |
| 0.0012899166517145498, | |
| 0.0012107676010278184, | |
| -0.001172458744976894, | |
| -0.0010913294443271342, | |
| -0.001004220215015276, | |
| 0.0007684363855763636, | |
| 0.0006977094763325932, | |
| 0.0006345388819184962, | |
| 0.0004357756540475312, | |
| 0.0003773213213609723, | |
| -0.00017818509832500886, | |
| -0.0001093025173998277, | |
| 0.0001047893866832128, | |
| -3.354388627707569e-05, | |
| -1.4664590255009524e-05, | |
| -9.606027432133971e-06, | |
| -8.377254360371326e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.10330490714331074, | |
| 0.09999724279854719, | |
| 0.09651884818012631, | |
| 0.0929645396381487, | |
| 0.0894349668643508, | |
| 0.08044460879885935, | |
| 0.08029107220002842, | |
| 0.07516178064701778, | |
| 0.07364233999517408, | |
| 0.07292618852724977, | |
| 0.0700493028578977, | |
| 0.06999102546149794, | |
| 0.06659352300972396, | |
| 0.05717106840840732, | |
| 0.05688354448181755, | |
| 0.05597020544687698, | |
| 0.05491781858324717, | |
| 0.0546141535916707, | |
| 0.053931922520913715, | |
| 0.05220766721195094, | |
| 0.049209052632514745, | |
| 0.048613717599842635, | |
| 0.04640436778352817, | |
| 0.04582559973207401, | |
| 0.044512514329698404, | |
| 0.04439118842676941, | |
| 0.04303883983603521, | |
| 0.042924262274056865, | |
| 0.04245837240765041, | |
| 0.04204461214029156, | |
| 0.04179969400708111, | |
| 0.04165675566206021, | |
| 0.0405643524558248, | |
| 0.03902300182869193, | |
| 0.038843235432438256, | |
| 0.037685641061704994, | |
| 0.0376479798633902, | |
| 0.037632092015186004, | |
| 0.037290293862124575, | |
| 0.037075449643035024, | |
| 0.034496579567671985, | |
| 0.03428368362112372, | |
| 0.03380191469113875, | |
| 0.03362095721046558, | |
| 0.03341963322295117, | |
| 0.03308720617998716, | |
| 0.032520412632856675, | |
| 0.032086550887669145, | |
| 0.03184760788187314, | |
| 0.031289370099856585, | |
| 0.030118961380165482, | |
| 0.029915203991601896, | |
| 0.029643626499712562, | |
| 0.02940068133487685, | |
| 0.027682615183285294, | |
| 0.02734574853988055, | |
| 0.026694089274473736, | |
| 0.026570441959316352, | |
| 0.026434946510770874, | |
| 0.02606305321209553, | |
| 0.02580967181988181, | |
| 0.025775956147225745, | |
| 0.024703092479200335, | |
| 0.024224312148624968, | |
| 0.02266072394990672, | |
| 0.02261365921640613, | |
| 0.022486662201401466, | |
| 0.022388789285984964, | |
| 0.022347370735827005, | |
| 0.02232153295937161, | |
| 0.02200964467059926, | |
| 0.021018104643178787, | |
| 0.020394603724431568, | |
| 0.020293848050735596, | |
| 0.02028037561467655, | |
| 0.020219404885287347, | |
| 0.020218824724859946, | |
| 0.019876441892243926, | |
| 0.019857814375058555, | |
| 0.01932700233777566, | |
| 0.019269686469115213, | |
| 0.019206220363994535, | |
| 0.01918487241292035, | |
| 0.017563006217531013, | |
| 0.017216051068484204, | |
| 0.01710973127841764, | |
| 0.01660983990167003, | |
| 0.01639811848095731, | |
| 0.016052421804550562, | |
| 0.01597040876832773, | |
| 0.015661892267458843, | |
| 0.015570761604541974, | |
| 0.015235447736085409, | |
| 0.015112889446894926, | |
| 0.014885558270824339, | |
| 0.014343892909901897, | |
| 0.013689101773112184, | |
| 0.013659973185716861, | |
| 0.01241115948316672, | |
| 0.011416948051473369, | |
| 0.011339769037819003, | |
| 0.011211646172600431, | |
| 0.011005771150221453, | |
| 0.010645872470521806, | |
| 0.010313091290870763, | |
| 0.010255119471766405, | |
| 0.01018015090043923, | |
| 0.009764451725383348, | |
| 0.009224286287591758, | |
| 0.008996051793614625, | |
| 0.008694439414585012, | |
| 0.008012169569170512, | |
| 0.007980572101435551, | |
| 0.007818707783793094, | |
| 0.007801407305185502, | |
| 0.007383431673302627, | |
| 0.007183103908144864, | |
| 0.007139225363308194, | |
| 0.0071072643198221925, | |
| 0.00700453719482252, | |
| 0.006882726790320638, | |
| 0.0068804162739044585, | |
| 0.0066699242001968155, | |
| 0.006529058838117305, | |
| 0.006526349089288448, | |
| 0.006340393709253174, | |
| 0.006190520978154684, | |
| 0.005846354171270868, | |
| 0.005662058111213007, | |
| 0.005636627233676231, | |
| 0.005122593775952853, | |
| 0.0050723628541124235, | |
| 0.00484873420944746, | |
| 0.0045027839145950575, | |
| 0.00438270325984054, | |
| 0.004340972632636166, | |
| 0.004200543641498738, | |
| 0.003729052919087517, | |
| 0.0035781055866597, | |
| 0.003354457831036924, | |
| 0.0027382203824732067, | |
| 0.002709617839385013, | |
| 0.0026843779787076283, | |
| 0.002498753218011109, | |
| 0.002401013830110681, | |
| 0.002121030916000084, | |
| 0.0021161064937642903, | |
| 0.0020250714958301263, | |
| 0.0019438349095419086, | |
| 0.0015144394247148015, | |
| 0.0014355324640467927, | |
| 0.0012899166517145498, | |
| 0.0012107676010278184, | |
| 0.001172458744976894, | |
| 0.0010913294443271342, | |
| 0.001004220215015276, | |
| 0.0007684363855763636, | |
| 0.0006977094763325932, | |
| 0.0006345388819184962, | |
| 0.0004357756540475312, | |
| 0.0003773213213609723, | |
| 0.00017818509832500886, | |
| 0.0001093025173998277, | |
| 0.0001047893866832128, | |
| 3.354388627707569e-05, | |
| 1.4664590255009524e-05, | |
| 9.606027432133971e-06, | |
| 8.377254360371326e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 80.0, | |
| "precision": 51.42857142857142, | |
| "recall": 49.99999999999999, | |
| "f1": 50.085470085470085 | |
| }, | |
| "selection": { | |
| "precision": 1.2353317691639696, | |
| "recall": 45.0, | |
| "f1": 2.4045247813629578, | |
| "jaccard": 1.2194271143343636 | |
| } | |
| } | |
| } |