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{
"significant_genes": {
"Variable": [
"KDM4D",
"MED18",
"GASK1B",
"CRLF3",
"IFI35",
"HMGB2",
"SULF1",
"DNAJC28",
"PLK4",
"NFX1",
"DHRS12",
"A4GALT",
"ERVK3-2",
"GPNMB",
"GYG2",
"POP1",
"SLC12A6",
"BHMT2",
"ALG11",
"GRB14",
"ARID5A",
"SP3P",
"USP6NL",
"COMT",
"C11orf71",
"XIAP",
"FBXO9",
"ZNF239",
"PKN1",
"HSF1",
"CA12",
"GEM",
"CYP26A1",
"CAPG",
"CES1",
"PDZRN4",
"TEFM",
"NUDT13",
"LRRC37BP1",
"CDA",
"GNMT",
"ISG20",
"AGBL3",
"H3C8",
"GADD45A",
"HSPB2",
"SNX15",
"UBE3B",
"RBM3",
"OLFM4",
"OGG1",
"LIMK2",
"ZNF177",
"PYY2",
"GABRQ",
"MIR3917",
"FZD9"
],
"Coefficient": [
-0.15220995196115875,
-0.07749498049569424,
-0.06403763700515587,
-0.057920460406988616,
0.05165215864547829,
0.051318058594820935,
-0.049471170231454566,
-0.047167223795344985,
-0.04705940036809053,
-0.04502289448671828,
0.042459912218859794,
0.03879342103199058,
-0.02799925968851433,
0.027211457842678647,
0.026040423328640757,
-0.02552716679200558,
-0.024698825595991885,
0.02436849995370166,
-0.02365597062832569,
0.019400869062158654,
0.017385174661132374,
0.014673941997030975,
-0.013368555006180333,
0.01332850523481841,
-0.011252034129099054,
-0.010485962939660932,
-0.010201655887595432,
-0.009733818927662695,
0.009658230624065282,
0.009570962855815962,
0.009100518721519213,
0.006607022430314006,
-0.006583481695990451,
0.005334127331701095,
0.005039671503690106,
-0.004813115156462022,
-0.004142557228364732,
-0.0036250136133613624,
-0.0034719937418982564,
0.0034550314626393503,
-0.0032285534198804072,
0.00299893353135852,
-0.0028429517697683075,
0.002299313803010274,
0.0019535231146488937,
-0.0019287041057229305,
-0.001531855169739353,
-0.0014022231508017317,
-0.0012184016412668298,
0.0005544764903932661,
-0.0005480965158178243,
0.0003667232187011119,
-0.00030539599128534176,
-0.00027355112902509337,
0.00020851620088717536,
-3.292950556835067e-05,
1.3973869968863079e-05
],
"Absolute Coefficient": [
0.15220995196115875,
0.07749498049569424,
0.06403763700515587,
0.057920460406988616,
0.05165215864547829,
0.051318058594820935,
0.049471170231454566,
0.047167223795344985,
0.04705940036809053,
0.04502289448671828,
0.042459912218859794,
0.03879342103199058,
0.02799925968851433,
0.027211457842678647,
0.026040423328640757,
0.02552716679200558,
0.024698825595991885,
0.02436849995370166,
0.02365597062832569,
0.019400869062158654,
0.017385174661132374,
0.014673941997030975,
0.013368555006180333,
0.01332850523481841,
0.011252034129099054,
0.010485962939660932,
0.010201655887595432,
0.009733818927662695,
0.009658230624065282,
0.009570962855815962,
0.009100518721519213,
0.006607022430314006,
0.006583481695990451,
0.005334127331701095,
0.005039671503690106,
0.004813115156462022,
0.004142557228364732,
0.0036250136133613624,
0.0034719937418982564,
0.0034550314626393503,
0.0032285534198804072,
0.00299893353135852,
0.0028429517697683075,
0.002299313803010274,
0.0019535231146488937,
0.0019287041057229305,
0.001531855169739353,
0.0014022231508017317,
0.0012184016412668298,
0.0005544764903932661,
0.0005480965158178243,
0.0003667232187011119,
0.00030539599128534176,
0.00027355112902509337,
0.00020851620088717536,
3.292950556835067e-05,
1.3973869968863079e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 80.0,
"precision": 80.0,
"recall": 80.0,
"f1": 78.94372294372295
},
"selection": {
"precision": 4.080516814279412,
"recall": 0.3913043478260869,
"f1": 0.7136947405349906,
"jaccard": 0.3588198935922683
}
}
} |