{ "significant_genes": { "Variable": [ "KATNIP", "CMTM4", "GABBR1", "RBPJ", "NEDD8", "DCAF1", "TOP1MT", "PLCB1", "MZF1", "SPAG1", "ENAH", "IGFBP5", "UCN2", "PSTPIP1", "VGF", "BPTF", "MEGF8", "ZNF438", "TBCA", "BRD10", "FLT3LG", "PAWR" ], "Coefficient": [ 0.07085924187287808, 0.051079620868135604, -0.03619992082004458, 0.026625858208084833, -0.025169142541210287, 0.018498450806039648, 0.017211494051347757, -0.0149702837680976, 0.014663030610991291, 0.014630039835172538, 0.01354871439774885, 0.013035076277974322, 0.012628840012617286, 0.012231393509709457, -0.010246531847841146, 0.008794175358224776, 0.0070357397318138795, 0.0062523095911536306, -0.005024987040392639, 0.004490337130391853, 0.0026601673071949363, 0.0007844153112550599 ], "Absolute Coefficient": [ 0.07085924187287808, 0.051079620868135604, 0.03619992082004458, 0.026625858208084833, 0.025169142541210287, 0.018498450806039648, 0.017211494051347757, 0.0149702837680976, 0.014663030610991291, 0.014630039835172538, 0.01354871439774885, 0.013035076277974322, 0.012628840012617286, 0.012231393509709457, 0.010246531847841146, 0.008794175358224776, 0.0070357397318138795, 0.0062523095911536306, 0.005024987040392639, 0.004490337130391853, 0.0026601673071949363, 0.0007844153112550599 ] }, "cv_performance": { "prediction": { "accuracy": 84.61538461538461, "precision": 86.41666666666666, "recall": 83.44611528822055, "f1": 84.23481587757055 }, "selection": { "precision": 5.8, "recall": 0.17262638717632553, "f1": 0.3352161170895733, "jaccard": 0.16792383854982243 } } }