GenoTEX / output /regress /Metabolic_Rate /significant_genes_condition_Gender.json
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{
"significant_genes": {
"Variable": [
"FOSB",
"CYB561D2",
"PDK4",
"H2BC5",
"KRTAP19-2",
"CPNE2",
"RUBCNL",
"KCNK16",
"CCNJ",
"RAB27A",
"TP63",
"SSX3",
"HRAS",
"IPMK",
"IL17RC",
"NCOA4",
"MS4A15",
"OR7C2",
"SPOPL",
"MCAM",
"FEM1C",
"PALM2AKAP2",
"PLD5",
"OR4A16",
"STARD6",
"NME3",
"MKRN2",
"UNC93A",
"CEP89",
"PEX3",
"KRTAP13-1",
"TPT1P8",
"TRIM40",
"USP41P",
"C14orf39",
"KRTAP5-2",
"HOMEZ",
"SLC2A14",
"KIDINS220",
"NUDT11",
"DCD",
"H3-3B",
"USP4",
"RNF145",
"FYB2",
"NOS1AP",
"IL18RAP",
"CNKSR1",
"PCDH8"
],
"Coefficient": [
0.31378011681901113,
-0.1802717120432847,
0.1192903383176013,
0.11343274015828991,
0.11046596815439724,
0.10975552626258225,
0.08884749327011776,
0.07574944562499208,
-0.0756322656326972,
0.06721048501509473,
-0.06267547076181759,
0.060355403845042066,
-0.05952752762121827,
-0.056839395172874854,
-0.054983248717577496,
0.05447751853179679,
-0.050832300106892096,
0.050485638494511896,
0.05026029802027328,
-0.046202385208240875,
0.04284647287297068,
-0.04102237281995614,
-0.040606131964273894,
-0.03088984753062972,
0.03003494674424363,
-0.027004258888503312,
0.02596208881809039,
0.025440912543950332,
0.023233555254308178,
-0.02201548428987358,
0.021517700569490525,
0.021182076106613285,
-0.020776494913134293,
-0.019772615331485145,
0.019130985940214066,
0.015702642154884185,
-0.014429047752623643,
0.01425813462560129,
0.011701874927869994,
0.008553132758683694,
0.006298329065162224,
0.005905139076597309,
0.004667828014870052,
0.0037521147981273667,
0.0032889443059860588,
0.0014641310980819816,
0.0014525379832114296,
-0.0005335794753623881,
-0.0003940562295981723
],
"Absolute Coefficient": [
0.31378011681901113,
0.1802717120432847,
0.1192903383176013,
0.11343274015828991,
0.11046596815439724,
0.10975552626258225,
0.08884749327011776,
0.07574944562499208,
0.0756322656326972,
0.06721048501509473,
0.06267547076181759,
0.060355403845042066,
0.05952752762121827,
0.056839395172874854,
0.054983248717577496,
0.05447751853179679,
0.050832300106892096,
0.050485638494511896,
0.05026029802027328,
0.046202385208240875,
0.04284647287297068,
0.04102237281995614,
0.040606131964273894,
0.03088984753062972,
0.03003494674424363,
0.027004258888503312,
0.02596208881809039,
0.025440912543950332,
0.023233555254308178,
0.02201548428987358,
0.021517700569490525,
0.021182076106613285,
0.020776494913134293,
0.019772615331485145,
0.019130985940214066,
0.015702642154884185,
0.014429047752623643,
0.01425813462560129,
0.011701874927869994,
0.008553132758683694,
0.006298329065162224,
0.005905139076597309,
0.004667828014870052,
0.0037521147981273667,
0.0032889443059860588,
0.0014641310980819816,
0.0014525379832114296,
0.0005335794753623881,
0.0003940562295981723
]
},
"cv_performance": {
"prediction": {
"nmse": 1.0075963458631594,
"r_squared": -0.0075963458631594484
},
"selection": {
"precision": 0.0,
"recall": 0.0,
"f1": 0.0,
"jaccard": 0.0
}
}
}