| { | |
| "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 | |
| } | |
| } | |
| } |