{ "significant_genes": { "Variable": [ "GBA1LP", "PRKACG", "RASGRF1", "CHRNA3", "CDSN", "ZC3HC1", "KDM6B", "SPATA20", "ZNF444", "TM4SF5", "ANKRD13C-DT", "RTBDN", "LGALS8", "CMBL", "GTSF1", "ZNF646", "LHFPL3", "PRDM12", "ANP32A-IT1", "LINC01547", "ZNF534", "BNIPL", "HARBI1", "KRTAP17-1", "MAPK7", "MT1E", "WFIKKN1", "ABHD1", "SECTM1", "KRT7", "CENPN", "HOOK1", "PLEKHG4B", "NYNRIN", "WFDC5", "LMCD1", "OR1L8", "ST6GALNAC5", "ROBO1", "MYL6", "SPDYE3", "SUZ12P1", "APBB2", "TRGV3", "ELAPOR2", "CHCHD4", "SLC48A1", "UFSP1", "LY6G5C", "NRBP2", "GPR3", "TLE2", "ANXA6", "MZT2B", "SERTM1", "MED30", "TLE6", "ZXDC", "CTAG2", "LEFTY2", "UCN2", "PTTG1IP", "ZNF177", "CATSPER2P1", "OR2D2", "WNT3" ], "Coefficient": [ 3.6525552923133247, -3.5790793447452027, 2.9059570400401147, 2.8248707440597927, 2.8202364175284904, -2.8033154774762274, -2.7140569307565565, -2.5963076273751833, -2.3775338306687104, 2.245356245101188, 2.2031637064178202, 2.166159256489301, -2.1325588893942355, -2.1198375191355576, -2.034412173582358, 2.0021254306513585, -1.9851819840298892, 1.9629558968243612, -1.7546299540324743, -1.6995909829435487, -1.4874586924265307, 1.454045664650594, 1.3555742756686524, -1.3273904941784376, 1.3259397332958718, -1.3229955338189405, 1.2996704269404118, -1.2462488906729972, -1.228076875603799, -1.1959742466332293, 1.183985961978, -1.0724641675987938, -1.0538813944867214, 1.0008886919060414, -0.9126300684334884, -0.8988119449822883, -0.8443556763599538, 0.7923975351798139, -0.7760961934053086, 0.7754963664021959, 0.7195488176981731, 0.6706341448504615, -0.644370374117433, -0.5926999167904505, 0.4125253854562301, -0.4080066230882215, 0.4067976362413492, -0.37349656774382156, -0.3314314950415023, -0.30837015018363634, -0.29907068992174174, -0.2933783919858456, 0.2718141972636355, -0.27121264760073677, 0.2603134828181333, 0.22831251441931127, -0.20031707195976184, -0.19686112432660305, -0.16975642559286427, -0.16594767587401085, -0.14492225279353543, -0.12991498633186063, 0.12538427369440633, -0.10694181857805513, -0.08009961801529798, 0.017756800621343515 ], "Absolute Coefficient": [ 3.6525552923133247, 3.5790793447452027, 2.9059570400401147, 2.8248707440597927, 2.8202364175284904, 2.8033154774762274, 2.7140569307565565, 2.5963076273751833, 2.3775338306687104, 2.245356245101188, 2.2031637064178202, 2.166159256489301, 2.1325588893942355, 2.1198375191355576, 2.034412173582358, 2.0021254306513585, 1.9851819840298892, 1.9629558968243612, 1.7546299540324743, 1.6995909829435487, 1.4874586924265307, 1.454045664650594, 1.3555742756686524, 1.3273904941784376, 1.3259397332958718, 1.3229955338189405, 1.2996704269404118, 1.2462488906729972, 1.228076875603799, 1.1959742466332293, 1.183985961978, 1.0724641675987938, 1.0538813944867214, 1.0008886919060414, 0.9126300684334884, 0.8988119449822883, 0.8443556763599538, 0.7923975351798139, 0.7760961934053086, 0.7754963664021959, 0.7195488176981731, 0.6706341448504615, 0.644370374117433, 0.5926999167904505, 0.4125253854562301, 0.4080066230882215, 0.4067976362413492, 0.37349656774382156, 0.3314314950415023, 0.30837015018363634, 0.29907068992174174, 0.2933783919858456, 0.2718141972636355, 0.27121264760073677, 0.2603134828181333, 0.22831251441931127, 0.20031707195976184, 0.19686112432660305, 0.16975642559286427, 0.16594767587401085, 0.14492225279353543, 0.12991498633186063, 0.12538427369440633, 0.10694181857805513, 0.08009961801529798, 0.017756800621343515 ] }, "cv_performance": { "prediction": { "nmse": 1.0017693355442743, "r_squared": -0.0017693355442743863 }, "selection": { "precision": 1.6345861305422915, "recall": 1.818181818181818, "f1": 1.7146374686270136, "jaccard": 0.8659233803676292 } } }