{ "significant_genes": { "Variable": [ "GBA1LP", "PRKACG", "ZC3HC1", "KDM6B", "SPATA20", "RASGRF1", "CDSN", "TM4SF5", "ZNF444", "CHRNA3", "LHFPL3", "ZNF646", "CMBL", "ANKRD13C-DT", "LGALS8", "LINC01547", "GTSF1", "PRDM12", "ANP32A-IT1", "RTBDN", "MAPK7", "NYNRIN", "KRT7", "BNIPL", "CENPN", "WFIKKN1", "KRTAP17-1", "SECTM1", "ROBO1", "MT1E", "ABHD1", "HARBI1", "LMCD1", "ANXA6", "ZNF534", "SPDYE3", "WFDC5", "SLC48A1", "SUZ12P1", "HOOK1", "TRGV3", "OR1L8", "NRBP2", "ST6GALNAC5", "CHCHD4", "UCN2", "TRAF3IP2", "PLEKHG4B", "LEFTY2", "ELAPOR2", "MYL6", "APBB2", "SERTM1", "GPR3", "WNT3", "OR2D2", "UFSP1", "MZT2B", "LY6G5C", "CTAG2", "TLE6", "MED30", "AGMAT", "GALNT14", "ZXDC", "GRPEL2", "TLE2", "C1orf74", "RHOB" ], "Coefficient": [ 3.7390275544953795, -3.261836564886885, -3.2599095685179003, -3.014092130244472, -2.9184251168189403, 2.8066451326624504, 2.7741906683701574, 2.708803815017657, -2.488185697484989, 2.278914646581888, -2.2469509114690145, 2.220699618056229, -2.121069284364749, 2.0064061286270722, -1.9681985901280368, -1.8919868263663373, -1.8538824739529043, 1.8532725970340682, -1.7235928974379544, 1.7043956813270145, 1.6133483989895983, 1.4552971079736379, -1.3946509752227936, 1.360021582600588, 1.3105727064160384, 1.2891590417954788, -1.2865071300307196, -1.2426957035725241, -1.0264036557958451, -1.0164688691307906, -1.0016226488938806, 1.000438794088265, -0.9350254832981574, 0.9287257824210947, -0.9215646258754174, 0.8331335090297696, -0.8313144844654725, 0.7910564905347909, 0.7519949669684685, -0.6250250199493937, -0.5862080237600723, -0.583462698603564, -0.5677238301077563, 0.5643818900548025, -0.5461376271255449, -0.5280385586255472, -0.4670449827869593, -0.4371657127718413, -0.4232443504445172, 0.4159767165742353, 0.39048527461088034, -0.3639663713683332, 0.3466680389582445, -0.32027500159917155, 0.3126784157875451, -0.30068727676675167, -0.2200721345491964, -0.19808234733203958, -0.1923093544950305, -0.18144175114186184, -0.16282319339353132, 0.1536427467554895, 0.14928850403012833, -0.11590188976105657, -0.11120267186149937, -0.11020532478163614, -0.05667291796873217, -0.030311989653697826, 0.00357062668526649 ], "Absolute Coefficient": [ 3.7390275544953795, 3.261836564886885, 3.2599095685179003, 3.014092130244472, 2.9184251168189403, 2.8066451326624504, 2.7741906683701574, 2.708803815017657, 2.488185697484989, 2.278914646581888, 2.2469509114690145, 2.220699618056229, 2.121069284364749, 2.0064061286270722, 1.9681985901280368, 1.8919868263663373, 1.8538824739529043, 1.8532725970340682, 1.7235928974379544, 1.7043956813270145, 1.6133483989895983, 1.4552971079736379, 1.3946509752227936, 1.360021582600588, 1.3105727064160384, 1.2891590417954788, 1.2865071300307196, 1.2426957035725241, 1.0264036557958451, 1.0164688691307906, 1.0016226488938806, 1.000438794088265, 0.9350254832981574, 0.9287257824210947, 0.9215646258754174, 0.8331335090297696, 0.8313144844654725, 0.7910564905347909, 0.7519949669684685, 0.6250250199493937, 0.5862080237600723, 0.583462698603564, 0.5677238301077563, 0.5643818900548025, 0.5461376271255449, 0.5280385586255472, 0.4670449827869593, 0.4371657127718413, 0.4232443504445172, 0.4159767165742353, 0.39048527461088034, 0.3639663713683332, 0.3466680389582445, 0.32027500159917155, 0.3126784157875451, 0.30068727676675167, 0.2200721345491964, 0.19808234733203958, 0.1923093544950305, 0.18144175114186184, 0.16282319339353132, 0.1536427467554895, 0.14928850403012833, 0.11590188976105657, 0.11120267186149937, 0.11020532478163614, 0.05667291796873217, 0.030311989653697826, 0.00357062668526649 ] }, "cv_performance": { "prediction": { "nmse": 1.0064236202496275, "r_squared": -0.00642362024962746 }, "selection": { "precision": 1.560921250362244, "recall": 1.818181818181818, "f1": 1.6743273358657973, "jaccard": 0.8453646527778387 } } }