{
    "significant_genes": {
        "Variable": [
            "SYNM",
            "CASC5",
            "TRBV27",
            "CDKN2B-AS1",
            "LILRA3",
            "SYCP2L",
            "FAM24A",
            "CNGA3",
            "GSDMB",
            "MRI1",
            "FBLN5",
            "KRTAP21-1",
            "NEFL",
            "CTD-2639E6",
            "IFRD2",
            "RP11-1L12",
            "PTPDC1",
            "RAPGEF4",
            "RALY-AS1",
            "MUC7",
            "BSPRY",
            "RNASE3",
            "LPL",
            "HIVEP3",
            "HERC2P3",
            "CFD",
            "TRBV25-1",
            "C20orf85",
            "RMDN3",
            "TMEM45A",
            "SLCO2A1",
            "GPR1-AS",
            "FCGR2B",
            "EFNB2",
            "MYOC",
            "EPDR1",
            "CCDC77",
            "VSIG10",
            "FLJ31715",
            "SAP30L",
            "RAVER1",
            "C10orf113",
            "TMEM242",
            "RP11-796E2",
            "TADA2A",
            "BUB1B",
            "CEACAM21",
            "SIK1",
            "SPATS2L",
            "NGFRAP1",
            "UBE3B",
            "FNDC1",
            "FAM19A2",
            "ITGA1",
            "TOP1MT",
            "FCER1G",
            "ZG16B",
            "LTF",
            "CYP4F30P",
            "AK093205",
            "RP13-638C3",
            "YEATS2",
            "RGL1",
            "NRCAM",
            "CAND2",
            "PAQR6",
            "KRT77",
            "CAB39L",
            "GEM",
            "NDST2",
            "DQ582785",
            "CABP7",
            "HIATL2",
            "C15orf48",
            "GSG2",
            "CSRNP1",
            "CCL4",
            "AMIGO1",
            "BRS3",
            "KCTD11",
            "RP11-401P9",
            "SPINK7",
            "ANKRD16",
            "FAM118A",
            "SGSM3",
            "PTGFRN",
            "CLEC4G",
            "C17orf99",
            "TNFSF12",
            "MGP",
            "PCBD1",
            "UVSSA",
            "VNN1",
            "PPP2R5A",
            "HEXDC",
            "ZNF804B",
            "NTPCR",
            "RNF175",
            "CNNM4",
            "COG1",
            "RP11-96D1",
            "SYAP1",
            "GTF2H2B",
            "TTLL5",
            "RPH3A",
            "DNER",
            "SLC52A2",
            "H1F0",
            "PKHD1L1",
            "CEACAM8",
            "LHPP",
            "FGF9",
            "RIMS3",
            "STEAP2",
            "TRAPPC3L",
            "SLC2A6",
            "ATOH7",
            "TMEM62",
            "AREL1",
            "SLC26A4",
            "SLC25A28",
            "CELSR2",
            "KIAA1671",
            "IL23A",
            "ACP5",
            "ISM1",
            "DQ592442",
            "POLQ",
            "RHEBL1",
            "AX746830"
        ],
        "Coefficient": [
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            -0.06277978313855538,
            -0.05880806979087208,
            0.05316672951371653,
            -0.050062910470151975,
            -0.049824886103950375,
            -0.04900587035998601,
            -0.046596049271113826,
            -0.04650687938298245,
            -0.04497127305412119,
            -0.044452337459064885,
            0.044088328299733935,
            -0.04340122051292251,
            -0.042720173962017396,
            -0.038504681624590816,
            0.03769742842338564,
            0.035431796087877325,
            0.03527341111387776,
            0.03465283517392573,
            0.029971158022791912,
            0.02973647148920906,
            0.029685760042274696,
            -0.029558444738817292,
            0.029340459786431964,
            0.029181421426955123,
            0.029161223795230756,
            0.028411941036094866,
            -0.027586393067988796,
            -0.027408934899281756,
            0.02735954700496139,
            -0.026531878546485917,
            -0.025306171936649254,
            0.025209126666101037,
            0.024204739265320643,
            0.023751995536755853,
            0.022077340804637104,
            0.02207172202686534,
            -0.021675191088799343,
            0.020018870336936962,
            0.019548941404059147,
            -0.01890591604636749,
            -0.018808125570384835,
            0.01867479054409393,
            -0.018280428446629814,
            0.01801575418284212,
            0.01769465119198557,
            0.01769039395891215,
            0.017395166967961454,
            0.017165701782585415,
            -0.016968393888447196,
            0.015049127395366546,
            -0.013510360368556847,
            0.013467167937922443,
            0.013158516332813069,
            0.01312421552220819,
            -0.01301503977331603,
            -0.012747785957076853,
            0.012533902147517545,
            0.01251518862372438,
            0.012508711210095107,
            -0.012308010687425167,
            0.01192842073372378,
            0.011807623985155398,
            0.01156460571613805,
            -0.011385469922107644,
            0.011026932759805794,
            0.010999386777339642,
            0.0107004582315854,
            -0.010186379633434188,
            0.009940654526655749,
            0.009933850296406654,
            0.009874924700658832,
            -0.009085214419007254,
            0.009056649349122928,
            -0.008830042510141996,
            0.008490943803914996,
            0.008436658627794674,
            0.008004055883248854,
            -0.007600221914685837,
            -0.006978400285334639,
            0.006483041287062195,
            -0.006266336659702626,
            0.006189451219707562,
            0.00598956770250889,
            0.00595117246752898,
            0.005619995503118669,
            -0.005598009298130622,
            0.005204318858847118,
            -0.0051438850769783325,
            0.005132140741913955,
            -0.0051113263650302216,
            -0.005023532835031417,
            0.004853222389732443,
            -0.004709841289892862,
            -0.004707210955578319,
            0.004503901516118327,
            0.004428586963748633,
            -0.0042356263508153795,
            -0.004110049235248934,
            0.003532927348134195,
            -0.0034925397133585504,
            0.0033928253942491276,
            -0.0032664609226534438,
            0.0028454774155582617,
            -0.00257856106668572,
            0.0024961207467101426,
            -0.002340590933194581,
            0.0022551605776525057,
            -0.0021968379562854134,
            0.00215649600079168,
            -0.0021459140336746387,
            0.001855665127821615,
            0.0018200675658786695,
            -0.0017774109337203197,
            -0.001678467719377613,
            -0.0016592053086219231,
            0.0015753821325782767,
            0.0015541302299328862,
            0.001501797478208448,
            -0.0013569391096510972,
            -0.0009368423709829076,
            0.000813539183306051,
            0.0007695117832673984,
            0.0006180808673048699,
            -0.0005932060207012112,
            -0.0002909812849781082,
            -0.0002476789557136788,
            -0.0001117578344606855,
            -2.528913838522702e-05,
            -1.0812564126119622e-06
        ],
        "Absolute Coefficient": [
            0.06310981445057857,
            0.06277978313855538,
            0.05880806979087208,
            0.05316672951371653,
            0.050062910470151975,
            0.049824886103950375,
            0.04900587035998601,
            0.046596049271113826,
            0.04650687938298245,
            0.04497127305412119,
            0.044452337459064885,
            0.044088328299733935,
            0.04340122051292251,
            0.042720173962017396,
            0.038504681624590816,
            0.03769742842338564,
            0.035431796087877325,
            0.03527341111387776,
            0.03465283517392573,
            0.029971158022791912,
            0.02973647148920906,
            0.029685760042274696,
            0.029558444738817292,
            0.029340459786431964,
            0.029181421426955123,
            0.029161223795230756,
            0.028411941036094866,
            0.027586393067988796,
            0.027408934899281756,
            0.02735954700496139,
            0.026531878546485917,
            0.025306171936649254,
            0.025209126666101037,
            0.024204739265320643,
            0.023751995536755853,
            0.022077340804637104,
            0.02207172202686534,
            0.021675191088799343,
            0.020018870336936962,
            0.019548941404059147,
            0.01890591604636749,
            0.018808125570384835,
            0.01867479054409393,
            0.018280428446629814,
            0.01801575418284212,
            0.01769465119198557,
            0.01769039395891215,
            0.017395166967961454,
            0.017165701782585415,
            0.016968393888447196,
            0.015049127395366546,
            0.013510360368556847,
            0.013467167937922443,
            0.013158516332813069,
            0.01312421552220819,
            0.01301503977331603,
            0.012747785957076853,
            0.012533902147517545,
            0.01251518862372438,
            0.012508711210095107,
            0.012308010687425167,
            0.01192842073372378,
            0.011807623985155398,
            0.01156460571613805,
            0.011385469922107644,
            0.011026932759805794,
            0.010999386777339642,
            0.0107004582315854,
            0.010186379633434188,
            0.009940654526655749,
            0.009933850296406654,
            0.009874924700658832,
            0.009085214419007254,
            0.009056649349122928,
            0.008830042510141996,
            0.008490943803914996,
            0.008436658627794674,
            0.008004055883248854,
            0.007600221914685837,
            0.006978400285334639,
            0.006483041287062195,
            0.006266336659702626,
            0.006189451219707562,
            0.00598956770250889,
            0.00595117246752898,
            0.005619995503118669,
            0.005598009298130622,
            0.005204318858847118,
            0.0051438850769783325,
            0.005132140741913955,
            0.0051113263650302216,
            0.005023532835031417,
            0.004853222389732443,
            0.004709841289892862,
            0.004707210955578319,
            0.004503901516118327,
            0.004428586963748633,
            0.0042356263508153795,
            0.004110049235248934,
            0.003532927348134195,
            0.0034925397133585504,
            0.0033928253942491276,
            0.0032664609226534438,
            0.0028454774155582617,
            0.00257856106668572,
            0.0024961207467101426,
            0.002340590933194581,
            0.0022551605776525057,
            0.0021968379562854134,
            0.00215649600079168,
            0.0021459140336746387,
            0.001855665127821615,
            0.0018200675658786695,
            0.0017774109337203197,
            0.001678467719377613,
            0.0016592053086219231,
            0.0015753821325782767,
            0.0015541302299328862,
            0.001501797478208448,
            0.0013569391096510972,
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            0.0005932060207012112,
            0.0002909812849781082,
            0.0002476789557136788,
            0.0001117578344606855,
            2.528913838522702e-05,
            1.0812564126119622e-06
        ]
    },
    "cv_performance": {
        "prediction": {
            "accuracy": 75.23809523809524,
            "precision": 73.76678876678878,
            "recall": 82.57142857142858,
            "f1": 77.23137057844704
        },
        "selection": {
            "precision": 1.8861830519185343,
            "recall": 0.6734006734006732,
            "f1": 0.9923527077061793,
            "jaccard": 0.49940426994854226
        }
    }
}