| { | |
| "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 | |
| } | |
| } | |
| } |