{ | |
"significant_genes": { | |
"Variable": [ | |
"KDM4D", | |
"GRB14", | |
"HSPB2", | |
"NFX1", | |
"MED18", | |
"PAFAH1B2", | |
"A4GALT", | |
"SP3P", | |
"GAL3ST4", | |
"USP6NL", | |
"GASK1B", | |
"DNAJC28", | |
"BHMT2", | |
"SULF1", | |
"LRRC37BP1", | |
"ARL15", | |
"IFI35", | |
"MIR3917", | |
"GPNMB", | |
"VIPR2", | |
"PKN1", | |
"CHRNA4", | |
"PLK4", | |
"FBXL6", | |
"XIAP", | |
"FAM110D", | |
"KLHL9", | |
"ZNF239", | |
"GRIN2D", | |
"DGKD", | |
"PURG", | |
"SLC12A6", | |
"IFITM2", | |
"LIMK2", | |
"PEX6", | |
"LCMT2", | |
"TLL2", | |
"MANF", | |
"PSMD5", | |
"ZFP2", | |
"PDZRN4", | |
"CTR9", | |
"SLC12A1", | |
"SLC35A3", | |
"ALG11", | |
"NKX2-5", | |
"ATP5MC2P1", | |
"FBXO9", | |
"UBE3B", | |
"RBM3", | |
"UTP14C", | |
"MYBPH" | |
], | |
"Coefficient": [ | |
-0.15123099736089302, | |
0.10017285661870662, | |
-0.0738448059784616, | |
-0.07302004163318618, | |
-0.05318572266389769, | |
0.04651393358053463, | |
0.04281915936730535, | |
0.04280385687203466, | |
-0.04163314851297009, | |
-0.041268019477152446, | |
-0.036379635287033384, | |
-0.03450491347386867, | |
0.032493490030389684, | |
-0.030474389804536595, | |
-0.028778046540491754, | |
-0.024342205612468512, | |
0.023847832370232948, | |
-0.02368364735283065, | |
0.021672110444891004, | |
-0.021011039770962654, | |
0.02079893470437151, | |
-0.020408210587241887, | |
-0.018821022238620425, | |
0.018736740821114452, | |
-0.016890568931936936, | |
-0.01522811596767165, | |
-0.014380618237199935, | |
-0.014110325936129601, | |
-0.013447728614763134, | |
0.011595874855724442, | |
-0.010874615819072415, | |
-0.009679972991269731, | |
0.009165740691117778, | |
0.00725877995253241, | |
0.006297175812515597, | |
-0.0061497033438023445, | |
-0.0053525567924826096, | |
-0.0050253944159095775, | |
-0.0031864409794386, | |
-0.0030455355410050184, | |
-0.002990049820108725, | |
-0.002954739661469873, | |
-0.0024016526535541203, | |
-0.0022047401613214655, | |
-0.002198299466073807, | |
-0.0021103137655699893, | |
0.001897383749017851, | |
-0.0009125430594437721, | |
-0.0005117092826322985, | |
-0.00021478734253951764, | |
-6.996737266017349e-05, | |
-3.2684310806829974e-05 | |
], | |
"Absolute Coefficient": [ | |
0.15123099736089302, | |
0.10017285661870662, | |
0.0738448059784616, | |
0.07302004163318618, | |
0.05318572266389769, | |
0.04651393358053463, | |
0.04281915936730535, | |
0.04280385687203466, | |
0.04163314851297009, | |
0.041268019477152446, | |
0.036379635287033384, | |
0.03450491347386867, | |
0.032493490030389684, | |
0.030474389804536595, | |
0.028778046540491754, | |
0.024342205612468512, | |
0.023847832370232948, | |
0.02368364735283065, | |
0.021672110444891004, | |
0.021011039770962654, | |
0.02079893470437151, | |
0.020408210587241887, | |
0.018821022238620425, | |
0.018736740821114452, | |
0.016890568931936936, | |
0.01522811596767165, | |
0.014380618237199935, | |
0.014110325936129601, | |
0.013447728614763134, | |
0.011595874855724442, | |
0.010874615819072415, | |
0.009679972991269731, | |
0.009165740691117778, | |
0.00725877995253241, | |
0.006297175812515597, | |
0.0061497033438023445, | |
0.0053525567924826096, | |
0.0050253944159095775, | |
0.0031864409794386, | |
0.0030455355410050184, | |
0.002990049820108725, | |
0.002954739661469873, | |
0.0024016526535541203, | |
0.0022047401613214655, | |
0.002198299466073807, | |
0.0021103137655699893, | |
0.001897383749017851, | |
0.0009125430594437721, | |
0.0005117092826322985, | |
0.00021478734253951764, | |
6.996737266017349e-05, | |
3.2684310806829974e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 71.42857142857142, | |
"precision": 76.66666666666666, | |
"recall": 58.33333333333333, | |
"f1": 65.14285714285714 | |
}, | |
"selection": { | |
"precision": 5.447698721988629, | |
"recall": 0.5652173913043479, | |
"f1": 1.022981527182044, | |
"jaccard": 0.5142116061221478 | |
} | |
} | |
} |