{ "significant_genes": { "Variable": [ "AASS", "A2M-AS1", "ABAT", "AADACL2", "ADAM12", "APOH", "AJAP1", "ACHE", "ADAMTS12", "AADACP1", "COX7C", "ABI3BP", "ABCB6", "ADAT3", "APLP2", "ACSM2A", "ACACA", "AATBC", "AADAC", "ABCD2", "AMHR2", "ARSD", "ARMT1", "ABCG4", "A2M", "C1orf74", "NFYA", "CFL1P1", "ADRB2", "ANKRD37", "ARHGEF26", "BORA", "ALDH5A1", "ABCB11", "ABCA4", "ALKBH4", "FOXD3", "TDRD5", "AGBL4", "ABCA5", "COL13A1", "CBLN1", "AQP7", "AQP7P1", "ACTL9", "EEF1AKMT2", "LRIF1", "ACTG1P4", "ABCB8", "MCF2", "CASC6", "FAM131B", "FTLP10", "APOA1", "ABHD15", "OPRK1", "AARS1", "BTG1", "SDC2", "ARL14", "CFAP47", "WFDC8", "GK2", "ARPIN", "ARPP21", "ABI1", "ANKRD62", "CHRNG", "TRMT2B", "ADGRF5", "PCNAP1", "CA5A", "ABITRAM", "ADAT1", "EPHA7", "ADH6", "ADD2", "ABCC1", "TEKT4", "ADCY4", "BARX1", "ADAMTS14", "AMFR", "AMACR", "ANKRD65", "ABHD6", "CDH2", "C2orf78", "CCDC110", "ACSS1", "ARHGEF33", "AGTPBP1", "ABCD3", "ABCA9", "BANCR", "BTBD6", "BRS3", "OR2L3", "ASCC3", "NUTM2G", "C9orf40", "ENAM", "DLGAP1", "GARIN6", "ABCB10", "EQTN", "CLTCL1", "ANKRD7", "CFAP299", "ANTXRL", "AIFM3", "FRG2DP", "CHRNB1", "APOO", "DIPK2A", "BTG2", "ADGRF3", "ANHX", "FAM153B", "KRTAP9-9", "C12orf50", "CLIP1-AS1", "ATF3", "MAGEA4", "ASPDH", "BTRC", "AHNAK", "DSCR8", "CIB3", "ARHGAP11B", "AKAP4", "HEATR6", "ARID5B", "FAM170A", "CLCF1", "ARL15", "ACSF2", "GCSAML-AS1", "ABCA1", "DPF2", "ARHGAP27", "CCK", "FILIP1", "CACNA1H", "CIB4", "ABLIM1", "ACTG1P20", "ANKRD30BL", "EPX", "ABCA3", "ABHD17B", "ARFGAP3", "ARHGEF7", "ALDH18A1", "SNORD115-3", "HSPA12B", "AKR1B10", "AP3S2", "ART3", "FAM182A", "IL1A", "AGR3", "C14orf119", "OR6C3", "CATSPERB", "TOMM40L", "ANGPT1", "OR10K2", "CCDC88B", "FAM110D", "ANXA4", "AMELX", "CLDN3", "EED", "B3GNT5", "ABCC10" ], "Coefficient": [ 0.15729989084562884, -0.11072090341862469, -0.10613907470695678, -0.03992782207595438, -0.037011024065103544, -0.03509283453560913, 0.03362855981738644, 0.026237708084524296, -0.02611547486717496, -0.02388890094772595, -0.02311595048311877, -0.020728993365746042, -0.01713525968828958, 0.016909346225539544, 0.016278678990077157, -0.01598303163556901, -0.015456177220960345, -0.014375558966400978, -0.014201787017047177, -0.012915153149540875, -0.012912958837796903, -0.011650549498918594, -0.011411512969981018, -0.011346221123206605, 0.011161292541693658, 0.011031773310550561, 0.01057887759913734, 0.010457172097720594, 0.010218937249337477, 0.01002427180459275, 0.009398415435182026, -0.009123438644686977, 0.008995338839731436, -0.008968734822238787, 0.008896041115887772, -0.008763529055194254, 0.00849504370155567, 0.008015203809302405, 0.0075116029127083915, 0.007189297320020757, 0.007105926121583875, 0.006608328226522943, -0.006479917814471103, -0.006378541037096506, 0.005737580017106371, 0.005431763291630616, 0.0053592741657333045, 0.005292174580703382, -0.005282955541881103, -0.0052134917188618205, 0.0052032692967103845, -0.004895195273632216, 0.00486262902590028, 0.004836466576514508, -0.004777779084879657, 0.004575619969247681, -0.004483203204032112, 0.004443325558623186, -0.0044320021715780296, 0.004357752374396886, 0.004179814908741383, 0.004125169166618111, -0.003949099298324513, -0.0036999245015017037, -0.0036446267076932575, 0.003575478594097107, -0.00346352277796739, -0.0034626836942560565, -0.0034544225227011597, -0.003393104541201058, -0.003354645615940452, 0.00333690320885338, 0.0032481533746397473, -0.0031456670314074335, -0.003102943487987416, -0.0030833769152837456, 0.003046937400663163, 0.0028238537002765653, 0.0027828320241098685, 0.0026066529482858523, -0.002558235708454998, 0.002533933449275367, -0.00248379288617212, -0.002391362660612388, -0.002350272612800262, -0.002311180105648419, 0.002203237312481001, 0.0021412841375451574, 0.0020175514803385725, -0.0019444401008376986, -0.0019252015934762058, -0.001912466295156517, 0.001835215256743275, -0.0017758288960928279, 0.001720812721023227, 0.0015847859425993966, 0.001547163020426919, -0.0014451910024684106, -0.0014021883717511689, 0.001304076098201596, -0.0012825500197405561, 0.00110120969507581, 0.0010791974272216288, -0.0010502434856608425, -0.000969322395542308, 0.000901179004506671, -0.0008698785531767478, 0.0008468009357236841, 0.0007403802797443307, 0.0007207893535499857, -0.0007177753068387156, 0.0006537921425593477, -0.0006191907859820759, -0.0006186461351356173, 0.0006066609112604831, 0.0005880264462518906, 0.0005808535349779363, -0.0005580441474249656, -0.0005528068108878607, 0.0005352101583994647, 0.0005299153418561577, 0.0005262322757452847, 0.0005188156787238084, -0.0005111574336162349, 0.0005041146539527429, -0.00048791570476526823, 0.000487228725249881, -0.00046531843316192635, 0.00045624787498736155, -0.000442871943459649, -0.00043932843846868563, -0.0004362913371714697, -0.0003986418962900472, 0.00038425596197936814, 0.00037943013703728597, -0.00037658321664909655, 0.00037144575208670577, 0.00036378337986018677, 0.0003365493547944884, 0.00032456849739053784, 0.00029611706924407676, -0.00029252144104788914, 0.0002781956150171127, 0.00023831127403898226, 0.0002365018229040963, 0.00021768429767399415, 0.00021708588441683797, 0.00021322018921697468, 0.0002090227650319692, -0.00020052618971163846, 0.00019173154079455266, -0.00018917584347512954, 0.000184207452537949, -0.00017997948947038993, 0.00017307518908164435, -0.0001645811560680313, 0.0001491489934534564, -0.00014761813624069578, 0.0001448086839172091, -0.00011928176801483643, 0.00011485606577178336, 0.00011016014578510396, -9.808356103181691e-05, 8.881168204630069e-05, -8.529019916652853e-05, -7.653600704476515e-05, -7.55089866384151e-05, 3.823548176610607e-05, -3.308093734155655e-05, -2.6082833385233658e-05, -2.18095967446211e-05, 1.3725180092983256e-05, 1.0376591117011832e-05, 8.713610336749969e-06, 1.8687631394723702e-06, -9.255459278074887e-07 ], "Absolute Coefficient": [ 0.15729989084562884, 0.11072090341862469, 0.10613907470695678, 0.03992782207595438, 0.037011024065103544, 0.03509283453560913, 0.03362855981738644, 0.026237708084524296, 0.02611547486717496, 0.02388890094772595, 0.02311595048311877, 0.020728993365746042, 0.01713525968828958, 0.016909346225539544, 0.016278678990077157, 0.01598303163556901, 0.015456177220960345, 0.014375558966400978, 0.014201787017047177, 0.012915153149540875, 0.012912958837796903, 0.011650549498918594, 0.011411512969981018, 0.011346221123206605, 0.011161292541693658, 0.011031773310550561, 0.01057887759913734, 0.010457172097720594, 0.010218937249337477, 0.01002427180459275, 0.009398415435182026, 0.009123438644686977, 0.008995338839731436, 0.008968734822238787, 0.008896041115887772, 0.008763529055194254, 0.00849504370155567, 0.008015203809302405, 0.0075116029127083915, 0.007189297320020757, 0.007105926121583875, 0.006608328226522943, 0.006479917814471103, 0.006378541037096506, 0.005737580017106371, 0.005431763291630616, 0.0053592741657333045, 0.005292174580703382, 0.005282955541881103, 0.0052134917188618205, 0.0052032692967103845, 0.004895195273632216, 0.00486262902590028, 0.004836466576514508, 0.004777779084879657, 0.004575619969247681, 0.004483203204032112, 0.004443325558623186, 0.0044320021715780296, 0.004357752374396886, 0.004179814908741383, 0.004125169166618111, 0.003949099298324513, 0.0036999245015017037, 0.0036446267076932575, 0.003575478594097107, 0.00346352277796739, 0.0034626836942560565, 0.0034544225227011597, 0.003393104541201058, 0.003354645615940452, 0.00333690320885338, 0.0032481533746397473, 0.0031456670314074335, 0.003102943487987416, 0.0030833769152837456, 0.003046937400663163, 0.0028238537002765653, 0.0027828320241098685, 0.0026066529482858523, 0.002558235708454998, 0.002533933449275367, 0.00248379288617212, 0.002391362660612388, 0.002350272612800262, 0.002311180105648419, 0.002203237312481001, 0.0021412841375451574, 0.0020175514803385725, 0.0019444401008376986, 0.0019252015934762058, 0.001912466295156517, 0.001835215256743275, 0.0017758288960928279, 0.001720812721023227, 0.0015847859425993966, 0.001547163020426919, 0.0014451910024684106, 0.0014021883717511689, 0.001304076098201596, 0.0012825500197405561, 0.00110120969507581, 0.0010791974272216288, 0.0010502434856608425, 0.000969322395542308, 0.000901179004506671, 0.0008698785531767478, 0.0008468009357236841, 0.0007403802797443307, 0.0007207893535499857, 0.0007177753068387156, 0.0006537921425593477, 0.0006191907859820759, 0.0006186461351356173, 0.0006066609112604831, 0.0005880264462518906, 0.0005808535349779363, 0.0005580441474249656, 0.0005528068108878607, 0.0005352101583994647, 0.0005299153418561577, 0.0005262322757452847, 0.0005188156787238084, 0.0005111574336162349, 0.0005041146539527429, 0.00048791570476526823, 0.000487228725249881, 0.00046531843316192635, 0.00045624787498736155, 0.000442871943459649, 0.00043932843846868563, 0.0004362913371714697, 0.0003986418962900472, 0.00038425596197936814, 0.00037943013703728597, 0.00037658321664909655, 0.00037144575208670577, 0.00036378337986018677, 0.0003365493547944884, 0.00032456849739053784, 0.00029611706924407676, 0.00029252144104788914, 0.0002781956150171127, 0.00023831127403898226, 0.0002365018229040963, 0.00021768429767399415, 0.00021708588441683797, 0.00021322018921697468, 0.0002090227650319692, 0.00020052618971163846, 0.00019173154079455266, 0.00018917584347512954, 0.000184207452537949, 0.00017997948947038993, 0.00017307518908164435, 0.0001645811560680313, 0.0001491489934534564, 0.00014761813624069578, 0.0001448086839172091, 0.00011928176801483643, 0.00011485606577178336, 0.00011016014578510396, 9.808356103181691e-05, 8.881168204630069e-05, 8.529019916652853e-05, 7.653600704476515e-05, 7.55089866384151e-05, 3.823548176610607e-05, 3.308093734155655e-05, 2.6082833385233658e-05, 2.18095967446211e-05, 1.3725180092983256e-05, 1.0376591117011832e-05, 8.713610336749969e-06, 1.8687631394723702e-06, 9.255459278074887e-07 ] }, "cv_performance": { "prediction": { "accuracy": 100.0, "precision": 100.0, "recall": 100.0, "f1": 100.0 }, "selection": { "precision": 0.38951347160302385, "recall": 7.5, "f1": 0.7401767409501676, "jaccard": 0.3724087556843618 } } }