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{
"significant_genes": {
"Variable": [
"PTCH2",
"MIR1288",
"NID2",
"GPR137C",
"C1orf43",
"LRRN4",
"ID4",
"NREP",
"MIR23B",
"SNRPD2P2",
"TIFAB",
"ENOSF1",
"ARHGEF9",
"HGS",
"OR5L2",
"ALOX15",
"PRKAR1B",
"AFF2-IT1",
"CACNB4",
"TAS2R60",
"RDM1",
"MIR1296",
"CRACR2A",
"RNA5SP305",
"C15orf32",
"BMS1",
"CA5A",
"RFPL1S",
"PTPRN2",
"ANKRD29",
"RNU5E-6P",
"MIR24-1"
],
"Coefficient": [
0.08986126298469241,
0.06570496321527813,
0.05428789400820449,
0.048372990830406776,
0.0343088283815193,
-0.03336064891310483,
-0.029063278462532132,
0.028408207090568835,
0.026189096796761926,
-0.022306924858325573,
0.020024652902725468,
0.01999611544522459,
0.013788247761671485,
-0.012773480393202915,
-0.011931010033201996,
0.011806714940074483,
0.009013621012100384,
0.00782573748003023,
0.006528551408149625,
0.006233366537987046,
0.005838521368133559,
0.004886104042063598,
0.004505413645569139,
-0.0042395142645206135,
-0.0034520767676271586,
0.0022941296189575256,
-0.002227749125507877,
0.0019489466521058823,
0.0011966350466749707,
-0.000989152446156702,
0.0006237195710944893,
9.328957359697495e-16
],
"Absolute Coefficient": [
0.08986126298469241,
0.06570496321527813,
0.05428789400820449,
0.048372990830406776,
0.0343088283815193,
0.03336064891310483,
0.029063278462532132,
0.028408207090568835,
0.026189096796761926,
0.022306924858325573,
0.020024652902725468,
0.01999611544522459,
0.013788247761671485,
0.012773480393202915,
0.011931010033201996,
0.011806714940074483,
0.009013621012100384,
0.00782573748003023,
0.006528551408149625,
0.006233366537987046,
0.005838521368133559,
0.004886104042063598,
0.004505413645569139,
0.0042395142645206135,
0.0034520767676271586,
0.0022941296189575256,
0.002227749125507877,
0.0019489466521058823,
0.0011966350466749707,
0.000989152446156702,
0.0006237195710944893,
9.328957359697495e-16
]
},
"cv_performance": {
"prediction": {
"accuracy": 97.14285714285714,
"precision": 60.0,
"recall": 50.0,
"f1": 53.33333333333333
},
"selection": {
"precision": 0.7692307692307693,
"recall": 0.4444444444444445,
"f1": 0.5633802816901409,
"jaccard": 0.2857142857142857
}
}
} |