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{
"significant_genes": {
"Variable": [
"HLA-E",
"B2M",
"TIMP2",
"BLM",
"LRRIQ1",
"AMDHD2",
"ARHGEF3",
"EXOSC7",
"ARID3A",
"AIM2",
"BTN3A1",
"SLC9A5",
"SATL1",
"MEPE",
"TAGLN3",
"CADPS",
"ATAD2",
"C5orf15",
"RPL22L1",
"BCS1L",
"GSDME",
"GALNT6",
"PCCB",
"ZNF843",
"TSPAN5",
"OSBP2",
"ACY3",
"ASNS",
"TLL2",
"ADAM8",
"BBS12",
"TRIM40",
"CAPSL",
"BIRC3",
"ANXA2R",
"LINC00235",
"FBXO2",
"LCE1D",
"TTYH3",
"RBM24",
"FCRL5",
"APCS",
"TH",
"C3orf70",
"TEX44",
"NBPF11",
"PLEKHS1",
"CTSE",
"OPN4",
"OR5D13",
"TTC13",
"APOL3",
"TGDS",
"CFAP300",
"HCLS1",
"RHO",
"C11orf40",
"CAPNS2",
"LEMD1",
"BMP1",
"MIR493",
"BCAS4",
"CD96",
"GUCY2GP",
"INA",
"ZNF132",
"FRMD1",
"PNMA8A",
"INTS10"
],
"Coefficient": [
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0.05502479960400927,
-0.0531357149644752,
0.048163242083506495,
-0.038745393365883556,
-0.03698872826710073,
0.031125441706872342,
0.02925865578158531,
-0.029157111245659048,
0.0288103985288425,
0.02788765534701115,
-0.025959844990764303,
0.025747604172411204,
0.021462328610251408,
0.020598579508013564,
0.019788052495263584,
0.018087400253893143,
0.016189815399418776,
-0.016159615883583774,
0.015070685199599013,
-0.014302244742639554,
-0.013006100777562946,
0.012739110419423121,
-0.011573041781378234,
0.011015487851442607,
-0.009973548672188899,
0.009826076147882001,
0.008235543451359285,
0.007469037343407322,
0.007096832266353496,
-0.006906220227524005,
0.006555699693570563,
-0.006230530578710661,
0.0062233426388403155,
0.006158200726377461,
-0.0060320591751356,
-0.005228209828495524,
0.005091682424924703,
-0.004572723263058873,
-0.0040094258116342785,
0.003967963127577479,
0.003296525388325703,
0.003172460845904856,
-0.002302036958914172,
-0.002229848649526699,
0.002132986186087454,
0.0021101695046000716,
-0.0018810807415300457,
0.0016686382834741607,
0.0013696692478290789,
0.0013542048488901649,
0.001284147656734654,
-0.0010759545948975354,
-0.0009741504180102413,
0.0007663503983944919,
0.000564248050464257,
-0.0005573728642299201,
-0.0005397322080664251,
-0.00043671305541159825,
-0.00039081652576534315,
0.0003584905602200276,
0.00024305544762890413,
0.0002337539387567551,
-0.00019014862335336495,
0.00018574017684375456,
-7.554143049075533e-05,
-1.5241421177119406e-05,
-6.304894727201561e-06,
1.1050899614614001e-06
],
"Absolute Coefficient": [
0.06939961797004912,
0.05502479960400927,
0.0531357149644752,
0.048163242083506495,
0.038745393365883556,
0.03698872826710073,
0.031125441706872342,
0.02925865578158531,
0.029157111245659048,
0.0288103985288425,
0.02788765534701115,
0.025959844990764303,
0.025747604172411204,
0.021462328610251408,
0.020598579508013564,
0.019788052495263584,
0.018087400253893143,
0.016189815399418776,
0.016159615883583774,
0.015070685199599013,
0.014302244742639554,
0.013006100777562946,
0.012739110419423121,
0.011573041781378234,
0.011015487851442607,
0.009973548672188899,
0.009826076147882001,
0.008235543451359285,
0.007469037343407322,
0.007096832266353496,
0.006906220227524005,
0.006555699693570563,
0.006230530578710661,
0.0062233426388403155,
0.006158200726377461,
0.0060320591751356,
0.005228209828495524,
0.005091682424924703,
0.004572723263058873,
0.0040094258116342785,
0.003967963127577479,
0.003296525388325703,
0.003172460845904856,
0.002302036958914172,
0.002229848649526699,
0.002132986186087454,
0.0021101695046000716,
0.0018810807415300457,
0.0016686382834741607,
0.0013696692478290789,
0.0013542048488901649,
0.001284147656734654,
0.0010759545948975354,
0.0009741504180102413,
0.0007663503983944919,
0.000564248050464257,
0.0005573728642299201,
0.0005397322080664251,
0.00043671305541159825,
0.00039081652576534315,
0.0003584905602200276,
0.00024305544762890413,
0.0002337539387567551,
0.00019014862335336495,
0.00018574017684375456,
7.554143049075533e-05,
1.5241421177119406e-05,
6.304894727201561e-06,
1.1050899614614001e-06
]
},
"cv_performance": {
"prediction": {
"accuracy": 95.55555555555557,
"precision": 93.33333333333333,
"recall": 97.14285714285714,
"f1": 94.46153846153847
},
"selection": {
"precision": 1.233294930875576,
"recall": 1.0389610389610389,
"f1": 1.1272545142348995,
"jaccard": 0.569683621774409
}
}
} |