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{
"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
}
}
} |