| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AAR2", | |
| "ABHD12B", | |
| "ABHD13", | |
| "AAK1", | |
| "ABCA3", | |
| "ACTR8", | |
| "ABHD5", | |
| "ACTR3C", | |
| "ACAA1", | |
| "ACHE", | |
| "AARS1", | |
| "ABCA1", | |
| "ABCF1", | |
| "ABL1", | |
| "ABCA5", | |
| "AFF4", | |
| "ABCB5", | |
| "ACTR3BP5", | |
| "A2ML1-AS1", | |
| "ACACB", | |
| "ACTL7B", | |
| "AKR1E2", | |
| "AAAS", | |
| "ADAMTSL1", | |
| "ALDH1B1", | |
| "ABCC6P1", | |
| "ACOT9", | |
| "AADAC", | |
| "ABL2", | |
| "CLCN5", | |
| "ACAN", | |
| "AADAT", | |
| "AADACL2", | |
| "AARSD1", | |
| "ALPK2", | |
| "ARFGAP2", | |
| "ABCC9", | |
| "ABHD12", | |
| "AP4B1", | |
| "ABCC6P2", | |
| "ACAD9", | |
| "CYP2U1", | |
| "CDC37L1", | |
| "BHMT2", | |
| "CCDC97", | |
| "ADAMTS15", | |
| "ANO1-AS1", | |
| "ABRA", | |
| "ADAT3", | |
| "ACTMAP", | |
| "BLM", | |
| "CCL8", | |
| "MIR4675", | |
| "AREG", | |
| "AACS", | |
| "ACTL8", | |
| "ATF1", | |
| "ABHD18", | |
| "ABHD3", | |
| "ACADL", | |
| "PAX1", | |
| "ACAP2-IT1", | |
| "ABCA8", | |
| "DMGDH", | |
| "EGFR-AS1", | |
| "ABHD16A", | |
| "PRR33", | |
| "ACOD1", | |
| "AMH", | |
| "ACBD3", | |
| "NME1", | |
| "ANKRD40", | |
| "ADCY1", | |
| "DARS1", | |
| "AFAP1L2", | |
| "OSMR", | |
| "ABCC5-AS1", | |
| "A2MP1", | |
| "ACSM6", | |
| "BMF", | |
| "BEGAIN", | |
| "ABHD6", | |
| "ADPRHL1", | |
| "AFG1L", | |
| "ABHD16B", | |
| "METAP1D", | |
| "BHMT", | |
| "WNT5A-AS1", | |
| "LRRC37B", | |
| "A1BG", | |
| "ACVR2A", | |
| "C4BPA", | |
| "BIRC3", | |
| "SPRR2B", | |
| "ADAMTS16", | |
| "ANO1", | |
| "DUSP16", | |
| "GDF15", | |
| "ALPK3", | |
| "ANKRD37", | |
| "NDST1", | |
| "SLC17A7", | |
| "ADTRP", | |
| "MIR623", | |
| "CMPK1", | |
| "CLK4", | |
| "RNU7-9P", | |
| "ABHD17A", | |
| "ADAM12", | |
| "FZD5", | |
| "FTSJ1", | |
| "CYP27C1", | |
| "ADI1", | |
| "CLDN7", | |
| "MFHAS1", | |
| "MAGEH1", | |
| "AAGAB", | |
| "ADIG", | |
| "SHQ1", | |
| "ANKRD39", | |
| "OR7G2", | |
| "ANKRD23", | |
| "CDY2B", | |
| "RSBN1L", | |
| "DNAI4", | |
| "TRIM51G", | |
| "AFTPH", | |
| "ZBTB37", | |
| "ANKS6", | |
| "ACP7", | |
| "ANGPTL4", | |
| "ANKRD29", | |
| "AKR7A2", | |
| "SSPN", | |
| "SPDYE4", | |
| "ACRV1", | |
| "MIR532", | |
| "ADAM23", | |
| "CANT1", | |
| "ACSM4" | |
| ], | |
| "Coefficient": [ | |
| -0.08052530804123251, | |
| -0.07234945150249136, | |
| 0.071232439327294, | |
| -0.06801847338774526, | |
| -0.06035755125362712, | |
| -0.05516563656444766, | |
| -0.042175230064447955, | |
| -0.03990389258330334, | |
| -0.03821857282135422, | |
| 0.03668785139719523, | |
| -0.036487734801758286, | |
| -0.0347897808779065, | |
| -0.03157979754375862, | |
| -0.02998895913185815, | |
| -0.028247534821284694, | |
| 0.024706141311464144, | |
| -0.02421082356997679, | |
| 0.023456294371308372, | |
| -0.02173904181636614, | |
| -0.021566373524497143, | |
| 0.021451158661355472, | |
| -0.02073043484287329, | |
| -0.020580416257908678, | |
| -0.018965821236708227, | |
| -0.017899101189504916, | |
| 0.0177060172767806, | |
| -0.017235943599514466, | |
| 0.016461861356204605, | |
| -0.01638860171304411, | |
| -0.01621765975738853, | |
| -0.01570065595034291, | |
| 0.015273743560553978, | |
| -0.01520314287140597, | |
| 0.014796236260931381, | |
| 0.013924662527390318, | |
| -0.01316302869750345, | |
| 0.01296924297173294, | |
| -0.012828618492094945, | |
| -0.012823505092158616, | |
| 0.011802130505318949, | |
| 0.011690041295466217, | |
| -0.011415981309462999, | |
| -0.011130437082183255, | |
| 0.010180493537095159, | |
| -0.010063077355678256, | |
| -0.010018062788110862, | |
| -0.010003639424306873, | |
| -0.009561911031367009, | |
| -0.008750003180335116, | |
| -0.008424705413578534, | |
| 0.008400636027422902, | |
| 0.00821233022390436, | |
| -0.008169944075290392, | |
| -0.007757112906955598, | |
| -0.0075389343512556484, | |
| -0.007383201357528645, | |
| -0.006457284614800908, | |
| 0.0064530034512974045, | |
| -0.0062201658916491275, | |
| -0.0060361172731360135, | |
| -0.005922405094374189, | |
| 0.005821128700206395, | |
| -0.005766212368445352, | |
| 0.005577200271128721, | |
| -0.005311001073027807, | |
| -0.0053022856727228404, | |
| -0.004667123231365507, | |
| 0.004451646185374146, | |
| -0.004243910874930571, | |
| -0.004128341103240427, | |
| -0.004082527449960835, | |
| -0.004033364489749084, | |
| -0.003872482320935159, | |
| -0.0036465115386897697, | |
| 0.0035659206089957616, | |
| -0.003335204866287518, | |
| -0.003267732161065899, | |
| 0.003242070986227555, | |
| 0.0031793896789913613, | |
| -0.003108441711311638, | |
| -0.002538119861480345, | |
| 0.0025066412625438343, | |
| -0.002387185797017099, | |
| 0.0023776321180251515, | |
| -0.0023538245220938903, | |
| 0.0021511849341555186, | |
| 0.002077104135559083, | |
| -0.0019527986476361447, | |
| 0.0019521747142512173, | |
| -0.001819030199711557, | |
| 0.0017689258139073011, | |
| 0.0017271139721443838, | |
| 0.0017229429269477695, | |
| -0.0016772668640386663, | |
| -0.0015881302424847047, | |
| -0.001559054840376856, | |
| -0.0015126150051626697, | |
| -0.0014016897486026658, | |
| -0.0013599828907528881, | |
| -0.0012737903307268046, | |
| -0.0012164735238548454, | |
| -0.0011369164645895255, | |
| -0.0010183514037221048, | |
| -0.0009380779897395908, | |
| -0.0009093152144875944, | |
| -0.0008024639856650035, | |
| -0.0007981977923118, | |
| 0.0007655865778599717, | |
| -0.000647190727438134, | |
| -0.0006239534603934674, | |
| -0.0005398750543061746, | |
| -0.00051064205815906, | |
| 0.0004814635862491153, | |
| 0.0004596089918555015, | |
| -0.0003535307431159001, | |
| -0.00034796557128384065, | |
| 0.00034015974154736375, | |
| 0.0003337949549106391, | |
| 0.0003241928982931921, | |
| -0.00031589095497824046, | |
| 0.0002951614061500612, | |
| -0.0002869449978787066, | |
| -0.00022447060121905831, | |
| -0.00022339757465967883, | |
| 0.00020718392298472212, | |
| -0.00020063690535283266, | |
| -0.00019304402700602916, | |
| -0.00018556004075872388, | |
| -0.00016897406029789297, | |
| -0.00015984215921517473, | |
| -0.00010203372457385692, | |
| 8.504307174115072e-05, | |
| 8.484315391175071e-05, | |
| 7.805557235906142e-05, | |
| 7.718924958067149e-05, | |
| -7.25667905985447e-05, | |
| -3.272049254107145e-05, | |
| -2.1434478570556504e-05, | |
| 9.922054518386715e-06, | |
| -3.298496130268553e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.08052530804123251, | |
| 0.07234945150249136, | |
| 0.071232439327294, | |
| 0.06801847338774526, | |
| 0.06035755125362712, | |
| 0.05516563656444766, | |
| 0.042175230064447955, | |
| 0.03990389258330334, | |
| 0.03821857282135422, | |
| 0.03668785139719523, | |
| 0.036487734801758286, | |
| 0.0347897808779065, | |
| 0.03157979754375862, | |
| 0.02998895913185815, | |
| 0.028247534821284694, | |
| 0.024706141311464144, | |
| 0.02421082356997679, | |
| 0.023456294371308372, | |
| 0.02173904181636614, | |
| 0.021566373524497143, | |
| 0.021451158661355472, | |
| 0.02073043484287329, | |
| 0.020580416257908678, | |
| 0.018965821236708227, | |
| 0.017899101189504916, | |
| 0.0177060172767806, | |
| 0.017235943599514466, | |
| 0.016461861356204605, | |
| 0.01638860171304411, | |
| 0.01621765975738853, | |
| 0.01570065595034291, | |
| 0.015273743560553978, | |
| 0.01520314287140597, | |
| 0.014796236260931381, | |
| 0.013924662527390318, | |
| 0.01316302869750345, | |
| 0.01296924297173294, | |
| 0.012828618492094945, | |
| 0.012823505092158616, | |
| 0.011802130505318949, | |
| 0.011690041295466217, | |
| 0.011415981309462999, | |
| 0.011130437082183255, | |
| 0.010180493537095159, | |
| 0.010063077355678256, | |
| 0.010018062788110862, | |
| 0.010003639424306873, | |
| 0.009561911031367009, | |
| 0.008750003180335116, | |
| 0.008424705413578534, | |
| 0.008400636027422902, | |
| 0.00821233022390436, | |
| 0.008169944075290392, | |
| 0.007757112906955598, | |
| 0.0075389343512556484, | |
| 0.007383201357528645, | |
| 0.006457284614800908, | |
| 0.0064530034512974045, | |
| 0.0062201658916491275, | |
| 0.0060361172731360135, | |
| 0.005922405094374189, | |
| 0.005821128700206395, | |
| 0.005766212368445352, | |
| 0.005577200271128721, | |
| 0.005311001073027807, | |
| 0.0053022856727228404, | |
| 0.004667123231365507, | |
| 0.004451646185374146, | |
| 0.004243910874930571, | |
| 0.004128341103240427, | |
| 0.004082527449960835, | |
| 0.004033364489749084, | |
| 0.003872482320935159, | |
| 0.0036465115386897697, | |
| 0.0035659206089957616, | |
| 0.003335204866287518, | |
| 0.003267732161065899, | |
| 0.003242070986227555, | |
| 0.0031793896789913613, | |
| 0.003108441711311638, | |
| 0.002538119861480345, | |
| 0.0025066412625438343, | |
| 0.002387185797017099, | |
| 0.0023776321180251515, | |
| 0.0023538245220938903, | |
| 0.0021511849341555186, | |
| 0.002077104135559083, | |
| 0.0019527986476361447, | |
| 0.0019521747142512173, | |
| 0.001819030199711557, | |
| 0.0017689258139073011, | |
| 0.0017271139721443838, | |
| 0.0017229429269477695, | |
| 0.0016772668640386663, | |
| 0.0015881302424847047, | |
| 0.001559054840376856, | |
| 0.0015126150051626697, | |
| 0.0014016897486026658, | |
| 0.0013599828907528881, | |
| 0.0012737903307268046, | |
| 0.0012164735238548454, | |
| 0.0011369164645895255, | |
| 0.0010183514037221048, | |
| 0.0009380779897395908, | |
| 0.0009093152144875944, | |
| 0.0008024639856650035, | |
| 0.0007981977923118, | |
| 0.0007655865778599717, | |
| 0.000647190727438134, | |
| 0.0006239534603934674, | |
| 0.0005398750543061746, | |
| 0.00051064205815906, | |
| 0.0004814635862491153, | |
| 0.0004596089918555015, | |
| 0.0003535307431159001, | |
| 0.00034796557128384065, | |
| 0.00034015974154736375, | |
| 0.0003337949549106391, | |
| 0.0003241928982931921, | |
| 0.00031589095497824046, | |
| 0.0002951614061500612, | |
| 0.0002869449978787066, | |
| 0.00022447060121905831, | |
| 0.00022339757465967883, | |
| 0.00020718392298472212, | |
| 0.00020063690535283266, | |
| 0.00019304402700602916, | |
| 0.00018556004075872388, | |
| 0.00016897406029789297, | |
| 0.00015984215921517473, | |
| 0.00010203372457385692, | |
| 8.504307174115072e-05, | |
| 8.484315391175071e-05, | |
| 7.805557235906142e-05, | |
| 7.718924958067149e-05, | |
| 7.25667905985447e-05, | |
| 3.272049254107145e-05, | |
| 2.1434478570556504e-05, | |
| 9.922054518386715e-06, | |
| 3.298496130268553e-06 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 57.14285714285713, | |
| "precision": 69.85714285714286, | |
| "recall": 76.33333333333333, | |
| "f1": 66.02164502164501 | |
| }, | |
| "selection": { | |
| "precision": 0.7461992664198547, | |
| "recall": 2.0408163265306123, | |
| "f1": 1.0925272003907645, | |
| "jaccard": 0.5505077448459315 | |
| } | |
| } | |
| } |