| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HLA-E", | |
| "ATAD2", | |
| "BCS1L", | |
| "SERPINE2", | |
| "BLM", | |
| "LRRIQ1", | |
| "BTN3A1", | |
| "B2M", | |
| "CNGA1", | |
| "PCCB", | |
| "GSDME", | |
| "MIR640", | |
| "BBS12", | |
| "AOAH", | |
| "ARID3A", | |
| "ADM2", | |
| "TIMP2", | |
| "APCS", | |
| "MEPE", | |
| "C11orf40", | |
| "NBPF11", | |
| "ARHGEF3", | |
| "EGR3", | |
| "EPB41L1", | |
| "INA", | |
| "NCMAP", | |
| "MIR493", | |
| "CAPSL", | |
| "MIR1911", | |
| "CD40", | |
| "BCAS4", | |
| "AIMP1", | |
| "ANXA13", | |
| "ATXN7L2", | |
| "LEMD1", | |
| "INTS10", | |
| "EXOSC7", | |
| "AMDHD2", | |
| "OR2M1P", | |
| "TLL2", | |
| "BTLA", | |
| "RHO", | |
| "CTLA4", | |
| "SLC9A5", | |
| "CDO1", | |
| "TH", | |
| "BMP1", | |
| "UPK3B", | |
| "C3orf70", | |
| "TTYH3", | |
| "LCE1D", | |
| "FCRL5", | |
| "BIRC3", | |
| "FOXRED1", | |
| "PTPRQ", | |
| "DNAH3", | |
| "CDC6", | |
| "CD3D", | |
| "PLEKHG1", | |
| "IL17D", | |
| "CENPU", | |
| "RBM24", | |
| "GNG10", | |
| "CDH22", | |
| "CAMK2N1", | |
| "CD3G", | |
| "CIMIP5", | |
| "DEFB134", | |
| "FAM133A", | |
| "FRMD1", | |
| "TMEM198", | |
| "PKD2L1", | |
| "TDRG1", | |
| "OR5D13", | |
| "ERBB4", | |
| "HCST", | |
| "RPS16", | |
| "CD226" | |
| ], | |
| "Coefficient": [ | |
| 0.10572912622738224, | |
| 0.06519087126616432, | |
| 0.061109631875010804, | |
| -0.044598069678849675, | |
| 0.04234061839037603, | |
| -0.03270285139105366, | |
| 0.03239327238339102, | |
| 0.02807911749258508, | |
| -0.025559058433303056, | |
| 0.021342463588792982, | |
| -0.018633231502767137, | |
| 0.016641619980699435, | |
| -0.016145568993506467, | |
| 0.01601371660540446, | |
| -0.014879550100561858, | |
| -0.014551213035935234, | |
| -0.013583089414937612, | |
| 0.013530833633135791, | |
| 0.01320111400012622, | |
| -0.013185236570352253, | |
| 0.012990898217062742, | |
| 0.01242122887612813, | |
| 0.012225438919218116, | |
| -0.011069784975423835, | |
| 0.010867459773693874, | |
| -0.010627401937348069, | |
| 0.007736784130083972, | |
| -0.007007757674695425, | |
| 0.006722500273009083, | |
| 0.006713332814979597, | |
| 0.006493922022899412, | |
| 0.00563245689165318, | |
| -0.005572433616744309, | |
| 0.005549428014470686, | |
| -0.0055022369920938565, | |
| 0.00528911842162802, | |
| 0.005182679901372714, | |
| -0.005175237042868308, | |
| 0.0050484898285908806, | |
| 0.004570613141945388, | |
| 0.004265686121967145, | |
| 0.004148854705059888, | |
| 0.0034446429320323635, | |
| -0.00330586397901557, | |
| 0.0029395680885514327, | |
| 0.0024637100635208136, | |
| -0.001987956893430767, | |
| -0.0019667418992827075, | |
| -0.001929306810464451, | |
| -0.001893803380456672, | |
| 0.0017768914118331638, | |
| 0.0017025799376250623, | |
| 0.001606763662872238, | |
| 0.0013308013081854994, | |
| -0.0012140993740869387, | |
| 0.0011449994702712367, | |
| 0.0009986551153781087, | |
| 0.0008678616689269192, | |
| 0.0008530026034387936, | |
| -0.0006747440450930877, | |
| 0.000610587504796934, | |
| -0.0005407668630499898, | |
| -0.0005238823949722359, | |
| 0.0005034813663590208, | |
| -0.00040004753100093376, | |
| 0.00038760402177091666, | |
| 0.00027502735157092727, | |
| 0.00023034441256811571, | |
| -0.00022817805923581175, | |
| -0.00017209390201673407, | |
| -0.00015976060352224542, | |
| 6.0687840489798524e-05, | |
| -1.9307791074704532e-05, | |
| 6.743342791408999e-06, | |
| 5.887066560041614e-06, | |
| 4.728467221932291e-06, | |
| 2.8825007635355864e-06, | |
| 2.2805095645351465e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.10572912622738224, | |
| 0.06519087126616432, | |
| 0.061109631875010804, | |
| 0.044598069678849675, | |
| 0.04234061839037603, | |
| 0.03270285139105366, | |
| 0.03239327238339102, | |
| 0.02807911749258508, | |
| 0.025559058433303056, | |
| 0.021342463588792982, | |
| 0.018633231502767137, | |
| 0.016641619980699435, | |
| 0.016145568993506467, | |
| 0.01601371660540446, | |
| 0.014879550100561858, | |
| 0.014551213035935234, | |
| 0.013583089414937612, | |
| 0.013530833633135791, | |
| 0.01320111400012622, | |
| 0.013185236570352253, | |
| 0.012990898217062742, | |
| 0.01242122887612813, | |
| 0.012225438919218116, | |
| 0.011069784975423835, | |
| 0.010867459773693874, | |
| 0.010627401937348069, | |
| 0.007736784130083972, | |
| 0.007007757674695425, | |
| 0.006722500273009083, | |
| 0.006713332814979597, | |
| 0.006493922022899412, | |
| 0.00563245689165318, | |
| 0.005572433616744309, | |
| 0.005549428014470686, | |
| 0.0055022369920938565, | |
| 0.00528911842162802, | |
| 0.005182679901372714, | |
| 0.005175237042868308, | |
| 0.0050484898285908806, | |
| 0.004570613141945388, | |
| 0.004265686121967145, | |
| 0.004148854705059888, | |
| 0.0034446429320323635, | |
| 0.00330586397901557, | |
| 0.0029395680885514327, | |
| 0.0024637100635208136, | |
| 0.001987956893430767, | |
| 0.0019667418992827075, | |
| 0.001929306810464451, | |
| 0.001893803380456672, | |
| 0.0017768914118331638, | |
| 0.0017025799376250623, | |
| 0.001606763662872238, | |
| 0.0013308013081854994, | |
| 0.0012140993740869387, | |
| 0.0011449994702712367, | |
| 0.0009986551153781087, | |
| 0.0008678616689269192, | |
| 0.0008530026034387936, | |
| 0.0006747440450930877, | |
| 0.000610587504796934, | |
| 0.0005407668630499898, | |
| 0.0005238823949722359, | |
| 0.0005034813663590208, | |
| 0.00040004753100093376, | |
| 0.00038760402177091666, | |
| 0.00027502735157092727, | |
| 0.00023034441256811571, | |
| 0.00022817805923581175, | |
| 0.00017209390201673407, | |
| 0.00015976060352224542, | |
| 6.0687840489798524e-05, | |
| 1.9307791074704532e-05, | |
| 6.743342791408999e-06, | |
| 5.887066560041614e-06, | |
| 4.728467221932291e-06, | |
| 2.8825007635355864e-06, | |
| 2.2805095645351465e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 97.77777777777779, | |
| "precision": 100.0, | |
| "recall": 97.14285714285714, | |
| "f1": 98.46153846153847 | |
| }, | |
| "selection": { | |
| "precision": 1.012079378774806, | |
| "recall": 0.7792207792207793, | |
| "f1": 0.8803333380700433, | |
| "jaccard": 0.4434201648388898 | |
| } | |
| } | |
| } |