| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MRI1", | |
| "TMEM45A", | |
| "KRTAP21-1", | |
| "BSPRY", | |
| "SYNM", | |
| "CTD-2639E6", | |
| "CAV2", | |
| "SYCP2L", | |
| "EFNB2", | |
| "C10orf113", | |
| "DNER", | |
| "CASC5", | |
| "NTPCR", | |
| "TMEM242", | |
| "TRBV27", | |
| "CNGA3", | |
| "LILRA3", | |
| "RNF175", | |
| "IFRD2", | |
| "FIBIN", | |
| "VNN1", | |
| "PTGFRN", | |
| "GSDMB", | |
| "RNASE3", | |
| "RP11-1L12", | |
| "LCE1B", | |
| "CST9L", | |
| "TSHB", | |
| "ERMAP", | |
| "TSIX", | |
| "RALY-AS1", | |
| "HERC2P3", | |
| "CAND2", | |
| "C20orf85", | |
| "RPH3A", | |
| "RAVER1", | |
| "C1orf54", | |
| "HEXDC", | |
| "RAPGEF4", | |
| "CEACAM21", | |
| "BCO2", | |
| "VSIG10", | |
| "C17orf99", | |
| "SLC24A1", | |
| "SIGLECL1", | |
| "CFD", | |
| "TADA2A", | |
| "CXCL8", | |
| "PCDHB5", | |
| "FOXD2", | |
| "FAM24A", | |
| "ZG16B", | |
| "GSG2", | |
| "MMACHC", | |
| "ZNF625", | |
| "TMEM62", | |
| "RP4-564F22", | |
| "KRT8P17", | |
| "LTC4S", | |
| "RP11-796E2", | |
| "DQ592442", | |
| "TAS2R45", | |
| "CLEC3A", | |
| "EFCAB11", | |
| "POLQ", | |
| "NRG1-IT1", | |
| "AC124997", | |
| "CKAP2", | |
| "BRS3", | |
| "CELSR2", | |
| "RGL1", | |
| "LPL", | |
| "C1orf101", | |
| "ADRA2A", | |
| "TDRD5", | |
| "NBPF3", | |
| "LTF", | |
| "GPR1-AS", | |
| "LECT2", | |
| "LRRTM2", | |
| "TEF", | |
| "ADAM23", | |
| "SPATS2L", | |
| "BC047644", | |
| "CDKN2B-AS1", | |
| "AK055967", | |
| "RMDN3", | |
| "HIATL2", | |
| "ACTR3P2", | |
| "TXLNB", | |
| "ARHGEF26", | |
| "NUSAP1", | |
| "AX746690", | |
| "PEX11A", | |
| "BUB1B", | |
| "FADS1", | |
| "TTLL5", | |
| "BPIFB2", | |
| "TRIB3", | |
| "CHRNA5", | |
| "MIR1908", | |
| "SMIM12", | |
| "KRT77", | |
| "COL9A1", | |
| "TRAV25", | |
| "AJ011981", | |
| "USP30-AS1", | |
| "NGFRAP1", | |
| "UBA52", | |
| "PTPDC1", | |
| "DQ582785", | |
| "SLCO2A1", | |
| "ACP5", | |
| "FCER1G" | |
| ], | |
| "Coefficient": [ | |
| -0.07365366951588236, | |
| 0.06765780492209526, | |
| 0.0672311594804554, | |
| 0.06182059969004951, | |
| 0.06102774702929804, | |
| -0.0557130420102918, | |
| -0.05297847860096931, | |
| -0.05101898202300918, | |
| 0.04926981299266582, | |
| -0.046850989697456935, | |
| 0.04412225043331514, | |
| -0.04351659330412843, | |
| 0.04298300325991195, | |
| 0.041001511430594835, | |
| -0.04026711747185501, | |
| -0.03947459678944795, | |
| -0.03927058603072537, | |
| -0.033689005125165365, | |
| -0.03258834755693612, | |
| 0.031624799138311385, | |
| 0.03051368342171608, | |
| 0.029972490512881967, | |
| -0.029912146034907494, | |
| 0.029874613599395503, | |
| 0.024439864482579007, | |
| -0.024001404694660913, | |
| -0.023628376605883458, | |
| -0.023552540046515764, | |
| 0.022781612319730634, | |
| 0.022435581202150175, | |
| 0.02206308327860084, | |
| 0.021919104098544417, | |
| -0.021807023103414855, | |
| -0.021710371779340407, | |
| -0.02167007351911552, | |
| -0.021354750990363918, | |
| -0.02068812241204484, | |
| -0.020545214592051164, | |
| 0.01935930016342537, | |
| 0.01919093411693752, | |
| 0.019098271620094077, | |
| -0.01906026757360653, | |
| 0.018817640957187836, | |
| 0.018407922157544495, | |
| 0.018312732662801916, | |
| 0.017108541909174154, | |
| 0.017024063519949072, | |
| 0.016742568454970925, | |
| 0.016407857680273957, | |
| 0.016369276608200672, | |
| -0.015733760363944423, | |
| -0.015441833253897475, | |
| -0.014876695053354868, | |
| 0.014168097717521222, | |
| -0.01343272168126382, | |
| 0.012444914744745917, | |
| 0.011862155698047477, | |
| -0.011825074508827775, | |
| 0.0115848911556948, | |
| -0.011534188414768533, | |
| -0.010936003698883333, | |
| -0.010699098416224729, | |
| 0.009553037534532053, | |
| -0.00866246720919624, | |
| -0.008415569513107365, | |
| 0.008393913603278848, | |
| 0.008353934313015423, | |
| -0.007820439406057407, | |
| -0.0073187302342438525, | |
| 0.006704062497276098, | |
| 0.0066763157453028, | |
| -0.006352457906915682, | |
| 0.006304499334952609, | |
| -0.006292278079841259, | |
| -0.00626111548215848, | |
| 0.006249622397873252, | |
| 0.006220903577312653, | |
| -0.006014262061166971, | |
| -0.005941565198531041, | |
| 0.004138553726963595, | |
| 0.0038207360720008223, | |
| 0.003780273234474149, | |
| 0.003613173309263901, | |
| 0.0035358150615728496, | |
| 0.003411036965417432, | |
| 0.0033901103005479485, | |
| -0.0033305273648566286, | |
| -0.003208378075704877, | |
| -0.003119323138206422, | |
| -0.002912508098378529, | |
| 0.0025803734550429802, | |
| 0.002485278173998474, | |
| 0.0020798875632378386, | |
| 0.0019408543985621881, | |
| 0.0018806787399932383, | |
| 0.0018548422053750531, | |
| 0.0016972477182533724, | |
| 0.0014904331046496494, | |
| 0.0014292592158147836, | |
| -0.0013493924499335015, | |
| 0.001174165133427135, | |
| 0.000895859340776283, | |
| 0.0008845923093701349, | |
| 0.0008233449190890745, | |
| -0.0008167119809460835, | |
| 0.0007965281954048528, | |
| -0.0007915928282377257, | |
| -0.0007677357757379737, | |
| 0.000646182438097897, | |
| 0.0005570550786672583, | |
| 0.0003751980081362496, | |
| -0.00032907735749869503, | |
| -0.00018764888232874186, | |
| -0.00018457164558513523 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.07365366951588236, | |
| 0.06765780492209526, | |
| 0.0672311594804554, | |
| 0.06182059969004951, | |
| 0.06102774702929804, | |
| 0.0557130420102918, | |
| 0.05297847860096931, | |
| 0.05101898202300918, | |
| 0.04926981299266582, | |
| 0.046850989697456935, | |
| 0.04412225043331514, | |
| 0.04351659330412843, | |
| 0.04298300325991195, | |
| 0.041001511430594835, | |
| 0.04026711747185501, | |
| 0.03947459678944795, | |
| 0.03927058603072537, | |
| 0.033689005125165365, | |
| 0.03258834755693612, | |
| 0.031624799138311385, | |
| 0.03051368342171608, | |
| 0.029972490512881967, | |
| 0.029912146034907494, | |
| 0.029874613599395503, | |
| 0.024439864482579007, | |
| 0.024001404694660913, | |
| 0.023628376605883458, | |
| 0.023552540046515764, | |
| 0.022781612319730634, | |
| 0.022435581202150175, | |
| 0.02206308327860084, | |
| 0.021919104098544417, | |
| 0.021807023103414855, | |
| 0.021710371779340407, | |
| 0.02167007351911552, | |
| 0.021354750990363918, | |
| 0.02068812241204484, | |
| 0.020545214592051164, | |
| 0.01935930016342537, | |
| 0.01919093411693752, | |
| 0.019098271620094077, | |
| 0.01906026757360653, | |
| 0.018817640957187836, | |
| 0.018407922157544495, | |
| 0.018312732662801916, | |
| 0.017108541909174154, | |
| 0.017024063519949072, | |
| 0.016742568454970925, | |
| 0.016407857680273957, | |
| 0.016369276608200672, | |
| 0.015733760363944423, | |
| 0.015441833253897475, | |
| 0.014876695053354868, | |
| 0.014168097717521222, | |
| 0.01343272168126382, | |
| 0.012444914744745917, | |
| 0.011862155698047477, | |
| 0.011825074508827775, | |
| 0.0115848911556948, | |
| 0.011534188414768533, | |
| 0.010936003698883333, | |
| 0.010699098416224729, | |
| 0.009553037534532053, | |
| 0.00866246720919624, | |
| 0.008415569513107365, | |
| 0.008393913603278848, | |
| 0.008353934313015423, | |
| 0.007820439406057407, | |
| 0.0073187302342438525, | |
| 0.006704062497276098, | |
| 0.0066763157453028, | |
| 0.006352457906915682, | |
| 0.006304499334952609, | |
| 0.006292278079841259, | |
| 0.00626111548215848, | |
| 0.006249622397873252, | |
| 0.006220903577312653, | |
| 0.006014262061166971, | |
| 0.005941565198531041, | |
| 0.004138553726963595, | |
| 0.0038207360720008223, | |
| 0.003780273234474149, | |
| 0.003613173309263901, | |
| 0.0035358150615728496, | |
| 0.003411036965417432, | |
| 0.0033901103005479485, | |
| 0.0033305273648566286, | |
| 0.003208378075704877, | |
| 0.003119323138206422, | |
| 0.002912508098378529, | |
| 0.0025803734550429802, | |
| 0.002485278173998474, | |
| 0.0020798875632378386, | |
| 0.0019408543985621881, | |
| 0.0018806787399932383, | |
| 0.0018548422053750531, | |
| 0.0016972477182533724, | |
| 0.0014904331046496494, | |
| 0.0014292592158147836, | |
| 0.0013493924499335015, | |
| 0.001174165133427135, | |
| 0.000895859340776283, | |
| 0.0008845923093701349, | |
| 0.0008233449190890745, | |
| 0.0008167119809460835, | |
| 0.0007965281954048528, | |
| 0.0007915928282377257, | |
| 0.0007677357757379737, | |
| 0.000646182438097897, | |
| 0.0005570550786672583, | |
| 0.0003751980081362496, | |
| 0.00032907735749869503, | |
| 0.00018764888232874186, | |
| 0.00018457164558513523 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 73.33333333333334, | |
| "precision": 74.73951048951048, | |
| "recall": 72.0, | |
| "f1": 73.24811897883427 | |
| }, | |
| "selection": { | |
| "precision": 1.576470588235294, | |
| "recall": 0.5387205387205387, | |
| "f1": 0.8030150944110908, | |
| "jaccard": 0.40429612581511315 | |
| } | |
| } | |
| } |