{ | |
"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 | |
} | |
} | |
} |