| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HLA-E", | |
| "B2M", | |
| "TIMP2", | |
| "BLM", | |
| "LRRIQ1", | |
| "AMDHD2", | |
| "ARHGEF3", | |
| "EXOSC7", | |
| "ARID3A", | |
| "AIM2", | |
| "BTN3A1", | |
| "SLC9A5", | |
| "SATL1", | |
| "MEPE", | |
| "TAGLN3", | |
| "CADPS", | |
| "ATAD2", | |
| "C5orf15", | |
| "RPL22L1", | |
| "BCS1L", | |
| "GSDME", | |
| "GALNT6", | |
| "PCCB", | |
| "ZNF843", | |
| "TSPAN5", | |
| "OSBP2", | |
| "ACY3", | |
| "ASNS", | |
| "TLL2", | |
| "ADAM8", | |
| "BBS12", | |
| "TRIM40", | |
| "CAPSL", | |
| "BIRC3", | |
| "ANXA2R", | |
| "LINC00235", | |
| "FBXO2", | |
| "LCE1D", | |
| "TTYH3", | |
| "RBM24", | |
| "FCRL5", | |
| "APCS", | |
| "TH", | |
| "C3orf70", | |
| "TEX44", | |
| "NBPF11", | |
| "PLEKHS1", | |
| "CTSE", | |
| "OPN4", | |
| "OR5D13", | |
| "TTC13", | |
| "APOL3", | |
| "TGDS", | |
| "CFAP300", | |
| "HCLS1", | |
| "RHO", | |
| "C11orf40", | |
| "CAPNS2", | |
| "LEMD1", | |
| "BMP1", | |
| "MIR493", | |
| "BCAS4", | |
| "CD96", | |
| "GUCY2GP", | |
| "INA", | |
| "ZNF132", | |
| "FRMD1", | |
| "PNMA8A", | |
| "INTS10" | |
| ], | |
| "Coefficient": [ | |
| 0.06939961797004912, | |
| 0.05502479960400927, | |
| -0.0531357149644752, | |
| 0.048163242083506495, | |
| -0.038745393365883556, | |
| -0.03698872826710073, | |
| 0.031125441706872342, | |
| 0.02925865578158531, | |
| -0.029157111245659048, | |
| 0.0288103985288425, | |
| 0.02788765534701115, | |
| -0.025959844990764303, | |
| 0.025747604172411204, | |
| 0.021462328610251408, | |
| 0.020598579508013564, | |
| 0.019788052495263584, | |
| 0.018087400253893143, | |
| 0.016189815399418776, | |
| -0.016159615883583774, | |
| 0.015070685199599013, | |
| -0.014302244742639554, | |
| -0.013006100777562946, | |
| 0.012739110419423121, | |
| -0.011573041781378234, | |
| 0.011015487851442607, | |
| -0.009973548672188899, | |
| 0.009826076147882001, | |
| 0.008235543451359285, | |
| 0.007469037343407322, | |
| 0.007096832266353496, | |
| -0.006906220227524005, | |
| 0.006555699693570563, | |
| -0.006230530578710661, | |
| 0.0062233426388403155, | |
| 0.006158200726377461, | |
| -0.0060320591751356, | |
| -0.005228209828495524, | |
| 0.005091682424924703, | |
| -0.004572723263058873, | |
| -0.0040094258116342785, | |
| 0.003967963127577479, | |
| 0.003296525388325703, | |
| 0.003172460845904856, | |
| -0.002302036958914172, | |
| -0.002229848649526699, | |
| 0.002132986186087454, | |
| 0.0021101695046000716, | |
| -0.0018810807415300457, | |
| 0.0016686382834741607, | |
| 0.0013696692478290789, | |
| 0.0013542048488901649, | |
| 0.001284147656734654, | |
| -0.0010759545948975354, | |
| -0.0009741504180102413, | |
| 0.0007663503983944919, | |
| 0.000564248050464257, | |
| -0.0005573728642299201, | |
| -0.0005397322080664251, | |
| -0.00043671305541159825, | |
| -0.00039081652576534315, | |
| 0.0003584905602200276, | |
| 0.00024305544762890413, | |
| 0.0002337539387567551, | |
| -0.00019014862335336495, | |
| 0.00018574017684375456, | |
| -7.554143049075533e-05, | |
| -1.5241421177119406e-05, | |
| -6.304894727201561e-06, | |
| 1.1050899614614001e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.06939961797004912, | |
| 0.05502479960400927, | |
| 0.0531357149644752, | |
| 0.048163242083506495, | |
| 0.038745393365883556, | |
| 0.03698872826710073, | |
| 0.031125441706872342, | |
| 0.02925865578158531, | |
| 0.029157111245659048, | |
| 0.0288103985288425, | |
| 0.02788765534701115, | |
| 0.025959844990764303, | |
| 0.025747604172411204, | |
| 0.021462328610251408, | |
| 0.020598579508013564, | |
| 0.019788052495263584, | |
| 0.018087400253893143, | |
| 0.016189815399418776, | |
| 0.016159615883583774, | |
| 0.015070685199599013, | |
| 0.014302244742639554, | |
| 0.013006100777562946, | |
| 0.012739110419423121, | |
| 0.011573041781378234, | |
| 0.011015487851442607, | |
| 0.009973548672188899, | |
| 0.009826076147882001, | |
| 0.008235543451359285, | |
| 0.007469037343407322, | |
| 0.007096832266353496, | |
| 0.006906220227524005, | |
| 0.006555699693570563, | |
| 0.006230530578710661, | |
| 0.0062233426388403155, | |
| 0.006158200726377461, | |
| 0.0060320591751356, | |
| 0.005228209828495524, | |
| 0.005091682424924703, | |
| 0.004572723263058873, | |
| 0.0040094258116342785, | |
| 0.003967963127577479, | |
| 0.003296525388325703, | |
| 0.003172460845904856, | |
| 0.002302036958914172, | |
| 0.002229848649526699, | |
| 0.002132986186087454, | |
| 0.0021101695046000716, | |
| 0.0018810807415300457, | |
| 0.0016686382834741607, | |
| 0.0013696692478290789, | |
| 0.0013542048488901649, | |
| 0.001284147656734654, | |
| 0.0010759545948975354, | |
| 0.0009741504180102413, | |
| 0.0007663503983944919, | |
| 0.000564248050464257, | |
| 0.0005573728642299201, | |
| 0.0005397322080664251, | |
| 0.00043671305541159825, | |
| 0.00039081652576534315, | |
| 0.0003584905602200276, | |
| 0.00024305544762890413, | |
| 0.0002337539387567551, | |
| 0.00019014862335336495, | |
| 0.00018574017684375456, | |
| 7.554143049075533e-05, | |
| 1.5241421177119406e-05, | |
| 6.304894727201561e-06, | |
| 1.1050899614614001e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 95.55555555555557, | |
| "precision": 93.33333333333333, | |
| "recall": 97.14285714285714, | |
| "f1": 94.46153846153847 | |
| }, | |
| "selection": { | |
| "precision": 1.233294930875576, | |
| "recall": 1.0389610389610389, | |
| "f1": 1.1272545142348995, | |
| "jaccard": 0.569683621774409 | |
| } | |
| } | |
| } |