{ "significant_genes": { "Variable": [ "LEP", "ADAMTS5", "BUB1B", "LRRC15", "KLHL13", "COMP", "DENND2A", "CLEC7A", "SRPX", "SH3BGRL2", "MGLL", "PRAMEF5", "ABCA10", "DLK1", "TMEM255A", "CDCA5", "ARPIN-AP3S2", "TMEM132C", "KDELR2", "C15orf48", "C1orf167", "IGFBP6", "TUBA1C", "CAV1", "SYN2", "GRAMD2B", "HES6", "TSHZ2", "NAV2", "GPR171", "ENTREP1", "ASTN1", "MAB21L1", "PGM3", "FOS", "CDH5", "HS3ST4", "CX3CL1", "CLDN14", "SYNM", "PCBD2", "ME3", "SFRP1", "PTCHD1", "ARHGAP20", "CXCL9", "CCL28", "MMP13", "RGN", "CSF2RA", "COMMD3", "BMP6", "SOX17", "CAPSL" ], "Coefficient": [ -0.08481800632356652, -0.061303999809992564, 0.04730604660167428, 0.04379453287719563, -0.035882701365260394, 0.030687294323704737, -0.028154910840145996, 0.023055756448359836, -0.023055625980739444, -0.02126624830151031, -0.019554094756170134, 0.018684116751699786, -0.017523208834258067, -0.016663822180448144, -0.016459244179703136, 0.015898847381290448, 0.0152784566249717, -0.014722395194922964, 0.013337860079998065, 0.01266783337458244, 0.01259832335788767, -0.012580081442354386, 0.012346526987201283, -0.011620947419567075, -0.01076674009864261, -0.009986324729233794, 0.009864889389939175, -0.009121225317888651, -0.008894723283570159, 0.0081283276453022, -0.008004151116451082, -0.007330607764844995, -0.0065058468795269105, 0.005880447368003141, -0.005760237242435525, -0.005594292728749181, -0.005427331595325117, -0.0050496761381678195, 0.004619333002563018, -0.0042054683887442715, 0.0035745896406938578, -0.0032103751469119805, -0.002917542209779331, -0.002271350982336752, -0.002128278590582367, 0.0018707333708630142, -0.001530188483468705, 0.0014133019509178205, -0.0011940113827982742, 0.0011331333817553137, 0.000922330457774108, -0.000705112895801311, -0.0003192995085925366, 3.2784578208708496e-05 ], "Absolute Coefficient": [ 0.08481800632356652, 0.061303999809992564, 0.04730604660167428, 0.04379453287719563, 0.035882701365260394, 0.030687294323704737, 0.028154910840145996, 0.023055756448359836, 0.023055625980739444, 0.02126624830151031, 0.019554094756170134, 0.018684116751699786, 0.017523208834258067, 0.016663822180448144, 0.016459244179703136, 0.015898847381290448, 0.0152784566249717, 0.014722395194922964, 0.013337860079998065, 0.01266783337458244, 0.01259832335788767, 0.012580081442354386, 0.012346526987201283, 0.011620947419567075, 0.01076674009864261, 0.009986324729233794, 0.009864889389939175, 0.009121225317888651, 0.008894723283570159, 0.0081283276453022, 0.008004151116451082, 0.007330607764844995, 0.0065058468795269105, 0.005880447368003141, 0.005760237242435525, 0.005594292728749181, 0.005427331595325117, 0.0050496761381678195, 0.004619333002563018, 0.0042054683887442715, 0.0035745896406938578, 0.0032103751469119805, 0.002917542209779331, 0.002271350982336752, 0.002128278590582367, 0.0018707333708630142, 0.001530188483468705, 0.0014133019509178205, 0.0011940113827982742, 0.0011331333817553137, 0.000922330457774108, 0.000705112895801311, 0.0003192995085925366, 3.2784578208708496e-05 ] }, "cv_performance": { "prediction": { "accuracy": 100.0, "precision": 100.0, "recall": 100.0, "f1": 100.0 }, "selection": { "precision": 1.3177239888203345, "recall": 0.46153846153846156, "f1": 0.6832489885546366, "jaccard": 0.3435811490648718 } } }