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{
"significant_genes": {
"Variable": [
"MAP7D2",
"ADGRB3",
"PER3",
"UNC5C",
"HLF",
"SUMO2",
"KCNE4",
"TNFRSF21",
"DBP",
"MAN1C1",
"IL11RA",
"RMC1",
"WNT5B",
"HEXD",
"BMAL1",
"BAALC",
"FOXRED2",
"DHRS1",
"C1orf122",
"SLC9A9",
"SYDE2"
],
"Coefficient": [
0.08314362059979995,
0.04933698902459624,
0.03191860189664589,
0.0318588660245383,
0.030634426420350816,
0.020652365283056376,
0.018352022645689654,
0.01451663155500393,
0.014386681429441736,
0.013643619575574337,
0.01355041596688926,
-0.012736819046756713,
0.009606291651082486,
-0.00872099425718368,
-0.008606381362985594,
-0.004826389379425683,
0.0047726614765306935,
0.004489309035200265,
0.0011499033777914605,
0.0007238564314003661,
0.00046299747812526533
],
"Absolute Coefficient": [
0.08314362059979995,
0.04933698902459624,
0.03191860189664589,
0.0318588660245383,
0.030634426420350816,
0.020652365283056376,
0.018352022645689654,
0.01451663155500393,
0.014386681429441736,
0.013643619575574337,
0.01355041596688926,
0.012736819046756713,
0.009606291651082486,
0.00872099425718368,
0.008606381362985594,
0.004826389379425683,
0.0047726614765306935,
0.004489309035200265,
0.0011499033777914605,
0.0007238564314003661,
0.00046299747812526533
]
},
"cv_performance": {
"prediction": {
"accuracy": 90.76923076923076,
"precision": 91.38316393751177,
"recall": 95.71428571428571,
"f1": 93.29474447121507
},
"selection": {
"precision": 1.0,
"recall": 0.0966183574879227,
"f1": 0.17621145374449337,
"jaccard": 0.08849557522123894
}
}
} |