{ "significant_genes": { "Variable": [ "AASS", "A2M-AS1", "ABAT", "AADACL2", "ADAM12", "APOH", "AJAP1", "ACHE", "ADAMTS12", "AADACP1", "COX7C", "ABI3BP", "ABCB6", "ADAT3", "ACSM2A", "APLP2", "ACACA", "AATBC", "AADAC", "AMHR2", "ABCD2", "ARSD", "ABCG4", "A2M", "ARMT1", "NFYA", "C1orf74", "CFL1P1", "ADRB2", "ANKRD37", "ARHGEF26", "BORA", "ALDH5A1", "ALKBH4", "FOXD3", "TDRD5", "ABCB11", "ABCA4", "AGBL4", "COL13A1", "ABCA5", "AQP7P1", "CBLN1", "AQP7", "EEF1AKMT2", "MCF2", "ACTL9", "ABCB8", "ACTG1P4", "CASC6", "FTLP10", "LRIF1", "APOA1", "FAM131B", "SDC2", "CFAP47", "ABHD15", "BTG1", "OPRK1", "AARS1", "WFDC8", "ARL14", "GK2", "ADGRF5", "CA5A", "ANKRD62", "CHRNG", "ABI1", "ARPIN", "PCNAP1", "ARPP21", "TRMT2B", "EPHA7", "ABCC1", "ADAT1", "ANKRD65", "AMFR", "ADH6", "ADD2", "C2orf78", "TEKT4", "ABITRAM", "ADCY4", "BARX1", "AMACR", "ADAMTS14", "ABHD6", "CDH2", "CCDC110", "BANCR", "ACSS1", "ABCD3", "AGTPBP1", "BRS3", "BTBD6", "ABCA9", "ARHGEF33", "OR2L3", "ANHX", "C9orf40", "ASCC3", "NUTM2G", "CLTCL1", "DIPK2A", "DLGAP1", "EQTN", "ABCB10", "ENAM", "GARIN6", "ANKRD7", "ANTXRL", "BTG2", "AIFM3", "FRG2DP", "CFAP299", "CLIP1-AS1", "HEATR6", "MAGEA4", "APOO", "FAM153B", "ARID5B", "KRTAP9-9", "ARHGAP11B", "CIB3", "AHNAK", "ATF3", "C12orf50", "BTRC", "CHRNB1", "DSCR8", "AKAP4", "ADGRF3", "ACTG1P20", "CACNA1H", "ABCA1", "GCSAML-AS1", "DPF2", "CIB4", "ARHGAP27", "ARFGAP3", "CCK", "ASPDH", "CLCF1", "ABCA3", "ACSF2", "ABHD17B", "ABLIM1", "ARL15", "ALDH18A1", "FILIP1", "AKR1B10", "HSPA12B", "ARHGEF7", "TOMM40L", "EPX", "OR6C3", "C2orf80", "IL1A", "AP3S2", "ANKRD30BL", "SNORD115-3", "CATSPERB", "AGR3", "FAM170A", "C14orf119", "ART3", "FAM182A", "ANGPT1", "OR10K2", "CLDN3", "ANXA4", "AMELX", "EED", "CDCA8", "B3GNT5", "ABCC10" ], "Coefficient": [ 0.157119284651482, -0.11132096627402792, -0.10675856942174562, -0.03932914673604335, -0.03734529131202453, -0.035220240360630324, 0.03404172976363499, 0.026224962416880968, -0.02592022520764781, -0.02350535233302406, -0.02305734810290185, -0.021120950136724864, -0.017720684362988487, 0.01692529422992408, -0.01621188877358147, 0.015913068183789125, -0.01542844877938387, -0.015039327037349799, -0.0138493034470896, -0.013216773736982382, -0.012367645349028058, -0.011738244934816415, -0.011393147339817857, 0.011297958526838847, -0.011224436339776794, 0.010694806103609678, 0.010596493665241692, 0.010268265210982438, 0.010170180781696098, 0.010153513202480832, 0.009447512824704034, -0.00899562311438393, 0.008964921979729134, -0.008674064275777233, 0.008522310385078063, 0.008450616781445036, -0.008271008937698204, 0.007960590198367217, 0.007545448260213828, 0.007139251765673306, 0.007049056830729083, -0.006390719762050591, 0.0063800560731628484, -0.00630890945247985, 0.0057056782697116355, -0.0053521903553783124, 0.005330190997786319, -0.005240031927568584, 0.0050851031765528016, 0.005003362442641833, 0.0049918345848900736, 0.0049395341925283194, 0.0049068756375595145, -0.004775562533961403, -0.0045033468390427815, 0.0044804873664480785, -0.00445441020396698, 0.00438464953497959, 0.004307284130028024, -0.0042563884437553014, 0.00417320057752937, 0.0041396566062649204, -0.003819320020013598, -0.003800392136534253, 0.0037480166200399958, -0.0037462248101489183, -0.003736114358226318, 0.003664437247377552, -0.003576322492696389, -0.0034988854190220937, -0.0034638123954274587, -0.0032940342150070546, -0.0030766731103171754, 0.0029805815487775594, -0.0028842285001826687, -0.0028791359922837796, -0.002859247061751321, -0.0028349961245238827, 0.00281044675930841, 0.0028101249775769554, 0.0026176597869376934, 0.0026169792648954603, 0.002535236571830916, -0.0022905121606533047, -0.002285417231805651, 0.0022440778959809367, -0.0022069421692451066, 0.002086947000424086, 0.0019763881356087594, 0.0019157202549712825, -0.001877521223624902, 0.0018407297440897433, -0.0017602443291500382, 0.0017423095001532318, 0.001717860165980261, -0.0017120988517087057, -0.0015290010628293289, -0.0014544157237715617, -0.0013791738342044243, -0.0013547799967683215, -0.0013420002656182092, 0.001216562435274544, -0.001178461514732636, 0.0010872860210637673, 0.0010805736306097754, 0.001072768843366594, -0.0010423103620573139, 0.0009359575513169675, -0.0008615364467537037, 0.0008165955783043426, 0.0007094837228855248, 0.0006908661868208986, -0.0006835728859074456, 0.0006550890521291844, 0.0006374956427784669, 0.0006274585447554944, -0.0006178861257772611, -0.0006079828113277938, -0.0006008766998204653, -0.0005933333780872724, -0.0005930541286129521, 0.0005623234634822286, -0.0005571027541945372, 0.0005245653738858476, 0.0005174263522052332, 0.0004986456394402406, 0.00047834882397478247, -0.00045770029570528536, -0.00045516152317017264, -0.0004533838324266731, -0.0004385042712558956, 0.000417584140813574, 0.00037163570997639304, 0.0003707529250822584, 0.0003588983279662661, 0.0003585437388368642, 0.00034120779896720354, 0.00032423158259201415, 0.0002973245680029238, -0.000271888573697173, -0.0002575798431324045, 0.0002508004872008895, 0.0002462622019840687, -0.0002443389661559846, 0.0002440713911034311, 0.00023157304279610545, 0.00022450353510003435, -0.0002157292182923363, -0.000206597058733017, 0.00019808944084857572, 0.00019102811902543376, -0.00018099069779425398, 0.00018040469281161272, -0.00017670457109667767, 0.00016970705653956533, 0.00016785812251382987, 0.00015455818994975743, 0.00015314131169369421, -0.00015053387759584208, 0.00014905283213139, 0.00014864339031928165, -0.00014148927267924107, 0.00012156808812880677, 0.00011500514010045791, -0.00010082640274728679, 0.0001002011392408325, -9.701941874646876e-05, -7.438479444372973e-05, 3.313946774924862e-05, 2.379232583504399e-05, -1.61496679349959e-05, 1.1636416365574031e-05, 1.0239945631599646e-05, 7.4861961908681016e-06, 1.623311379430302e-06, -8.813429327015004e-07 ], "Absolute Coefficient": [ 0.157119284651482, 0.11132096627402792, 0.10675856942174562, 0.03932914673604335, 0.03734529131202453, 0.035220240360630324, 0.03404172976363499, 0.026224962416880968, 0.02592022520764781, 0.02350535233302406, 0.02305734810290185, 0.021120950136724864, 0.017720684362988487, 0.01692529422992408, 0.01621188877358147, 0.015913068183789125, 0.01542844877938387, 0.015039327037349799, 0.0138493034470896, 0.013216773736982382, 0.012367645349028058, 0.011738244934816415, 0.011393147339817857, 0.011297958526838847, 0.011224436339776794, 0.010694806103609678, 0.010596493665241692, 0.010268265210982438, 0.010170180781696098, 0.010153513202480832, 0.009447512824704034, 0.00899562311438393, 0.008964921979729134, 0.008674064275777233, 0.008522310385078063, 0.008450616781445036, 0.008271008937698204, 0.007960590198367217, 0.007545448260213828, 0.007139251765673306, 0.007049056830729083, 0.006390719762050591, 0.0063800560731628484, 0.00630890945247985, 0.0057056782697116355, 0.0053521903553783124, 0.005330190997786319, 0.005240031927568584, 0.0050851031765528016, 0.005003362442641833, 0.0049918345848900736, 0.0049395341925283194, 0.0049068756375595145, 0.004775562533961403, 0.0045033468390427815, 0.0044804873664480785, 0.00445441020396698, 0.00438464953497959, 0.004307284130028024, 0.0042563884437553014, 0.00417320057752937, 0.0041396566062649204, 0.003819320020013598, 0.003800392136534253, 0.0037480166200399958, 0.0037462248101489183, 0.003736114358226318, 0.003664437247377552, 0.003576322492696389, 0.0034988854190220937, 0.0034638123954274587, 0.0032940342150070546, 0.0030766731103171754, 0.0029805815487775594, 0.0028842285001826687, 0.0028791359922837796, 0.002859247061751321, 0.0028349961245238827, 0.00281044675930841, 0.0028101249775769554, 0.0026176597869376934, 0.0026169792648954603, 0.002535236571830916, 0.0022905121606533047, 0.002285417231805651, 0.0022440778959809367, 0.0022069421692451066, 0.002086947000424086, 0.0019763881356087594, 0.0019157202549712825, 0.001877521223624902, 0.0018407297440897433, 0.0017602443291500382, 0.0017423095001532318, 0.001717860165980261, 0.0017120988517087057, 0.0015290010628293289, 0.0014544157237715617, 0.0013791738342044243, 0.0013547799967683215, 0.0013420002656182092, 0.001216562435274544, 0.001178461514732636, 0.0010872860210637673, 0.0010805736306097754, 0.001072768843366594, 0.0010423103620573139, 0.0009359575513169675, 0.0008615364467537037, 0.0008165955783043426, 0.0007094837228855248, 0.0006908661868208986, 0.0006835728859074456, 0.0006550890521291844, 0.0006374956427784669, 0.0006274585447554944, 0.0006178861257772611, 0.0006079828113277938, 0.0006008766998204653, 0.0005933333780872724, 0.0005930541286129521, 0.0005623234634822286, 0.0005571027541945372, 0.0005245653738858476, 0.0005174263522052332, 0.0004986456394402406, 0.00047834882397478247, 0.00045770029570528536, 0.00045516152317017264, 0.0004533838324266731, 0.0004385042712558956, 0.000417584140813574, 0.00037163570997639304, 0.0003707529250822584, 0.0003588983279662661, 0.0003585437388368642, 0.00034120779896720354, 0.00032423158259201415, 0.0002973245680029238, 0.000271888573697173, 0.0002575798431324045, 0.0002508004872008895, 0.0002462622019840687, 0.0002443389661559846, 0.0002440713911034311, 0.00023157304279610545, 0.00022450353510003435, 0.0002157292182923363, 0.000206597058733017, 0.00019808944084857572, 0.00019102811902543376, 0.00018099069779425398, 0.00018040469281161272, 0.00017670457109667767, 0.00016970705653956533, 0.00016785812251382987, 0.00015455818994975743, 0.00015314131169369421, 0.00015053387759584208, 0.00014905283213139, 0.00014864339031928165, 0.00014148927267924107, 0.00012156808812880677, 0.00011500514010045791, 0.00010082640274728679, 0.0001002011392408325, 9.701941874646876e-05, 7.438479444372973e-05, 3.313946774924862e-05, 2.379232583504399e-05, 1.61496679349959e-05, 1.1636416365574031e-05, 1.0239945631599646e-05, 7.4861961908681016e-06, 1.623311379430302e-06, 8.813429327015004e-07 ] }, "cv_performance": { "prediction": { "accuracy": 100.0, "precision": 100.0, "recall": 100.0, "f1": 100.0 }, "selection": { "precision": 0.5314807505318995, "recall": 10.0, "f1": 1.0088412100341753, "jaccard": 0.5076501148297622 } } }