| { | |
| "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": [ | |
| 0.1572998908456285, | |
| -0.11072090341862581, | |
| -0.10613907470695652, | |
| -0.0399278220759536, | |
| -0.03701102406510371, | |
| -0.03509283453560901, | |
| 0.033628559817386126, | |
| 0.026237708084524605, | |
| -0.02611547486717513, | |
| -0.02388890094772615, | |
| -0.023115950483118684, | |
| -0.020728993365745702, | |
| -0.017135259688289446, | |
| 0.01690934622553978, | |
| 0.01627867899007712, | |
| -0.015983031635568638, | |
| -0.015456177220960567, | |
| -0.014375558966401095, | |
| -0.014201787017047135, | |
| -0.01291515314954128, | |
| -0.012912958837796844, | |
| -0.011650549498918517, | |
| -0.011411512969981209, | |
| -0.011346221123206436, | |
| 0.011161292541693547, | |
| 0.011031773310550452, | |
| 0.010578877599137223, | |
| 0.01045717209772085, | |
| 0.010218937249337357, | |
| 0.010024271804592923, | |
| 0.009398415435181846, | |
| -0.009123438644686814, | |
| 0.008995338839731514, | |
| -0.008968734822238865, | |
| 0.00889604111588775, | |
| -0.0087635290551942, | |
| 0.008495043701555762, | |
| 0.008015203809302412, | |
| 0.007511602912708362, | |
| 0.007189297320021004, | |
| 0.007105926121584014, | |
| 0.0066083282265228, | |
| -0.0064799178144712396, | |
| -0.00637854103709634, | |
| 0.005737580017105944, | |
| 0.005431763291630563, | |
| 0.005359274165733417, | |
| 0.005292174580703515, | |
| -0.005282955541881305, | |
| -0.005213491718861693, | |
| 0.0052032692967105085, | |
| -0.004895195273632244, | |
| 0.0048626290259001495, | |
| 0.004836466576514468, | |
| -0.004777779084879698, | |
| 0.004575619969247849, | |
| -0.004483203204033163, | |
| 0.004443325558623204, | |
| -0.004432002171578086, | |
| 0.004357752374397489, | |
| 0.004179814908741236, | |
| 0.004125169166618126, | |
| -0.003949099298324708, | |
| -0.003699924501501803, | |
| -0.00364462670769293, | |
| 0.0035754785940970133, | |
| -0.003463522777967302, | |
| -0.00346268369425606, | |
| -0.003454422522701285, | |
| -0.0033931045412009717, | |
| -0.0033546456159405116, | |
| 0.0033369032088531236, | |
| 0.0032481533746399303, | |
| -0.0031456670314073012, | |
| -0.003102943487987283, | |
| -0.0030833769152837248, | |
| 0.003046937400662866, | |
| 0.0028238537002766156, | |
| 0.0027828320241099205, | |
| 0.0026066529482859173, | |
| -0.0025582357084549846, | |
| 0.002533933449275207, | |
| -0.0024837928861720657, | |
| -0.002391362660612417, | |
| -0.0023502726128001245, | |
| -0.0023111801056482444, | |
| 0.002203237312480954, | |
| 0.002141284137545172, | |
| 0.0020175514803386302, | |
| -0.0019444401008376845, | |
| -0.0019252015934759631, | |
| -0.0019124662951565691, | |
| 0.0018352152567431813, | |
| -0.001775828896092942, | |
| 0.0017208127210230537, | |
| 0.001584785942599274, | |
| 0.0015471630204269878, | |
| -0.0014451910024683794, | |
| -0.0014021883717513692, | |
| 0.001304076098201697, | |
| -0.0012825500197405834, | |
| 0.0011012096950758037, | |
| 0.0010791974272216505, | |
| -0.001050243485660788, | |
| -0.0009693223955421126, | |
| 0.000901179004506673, | |
| -0.000869878553177042, | |
| 0.000846800935723639, | |
| 0.0007403802797443318, | |
| 0.0007207893535500335, | |
| -0.0007177753068387004, | |
| 0.0006537921425594015, | |
| -0.000619190785982032, | |
| -0.0006186461351356677, | |
| 0.0006066609112605311, | |
| 0.0005880264462519652, | |
| 0.0005808535349779188, | |
| -0.0005580441474250582, | |
| -0.0005528068108878391, | |
| 0.0005352101583993939, | |
| 0.0005299153418561089, | |
| 0.0005262322757453189, | |
| 0.0005188156787238804, | |
| -0.0005111574336162571, | |
| 0.0005041146539525729, | |
| -0.00048791570476522324, | |
| 0.00048722872524988806, | |
| -0.00046531843316189556, | |
| 0.00045624787498733536, | |
| -0.00044287194345964457, | |
| -0.0004393284384687227, | |
| -0.00043629133717143297, | |
| -0.0003986418962901037, | |
| 0.0003842559619794113, | |
| 0.0003794301370373356, | |
| -0.0003765832166491411, | |
| 0.0003714457520866615, | |
| 0.000363783379860195, | |
| 0.00033654935479457323, | |
| 0.00032456849739047734, | |
| 0.0002961170692440939, | |
| -0.0002925214410479387, | |
| 0.00027819561501712687, | |
| 0.00023831127403895264, | |
| 0.00023650182290409598, | |
| 0.0002176842976739726, | |
| 0.00021708588441685995, | |
| 0.00021322018921695923, | |
| 0.00020902276503190074, | |
| -0.0002005261897116811, | |
| 0.00019173154079459782, | |
| -0.0001891758434755878, | |
| 0.000184207452537935, | |
| -0.0001799794894704474, | |
| 0.00017307518908158323, | |
| -0.0001645811560680495, | |
| 0.00014914899345359507, | |
| -0.0001476181362406417, | |
| 0.00014480868391720996, | |
| -0.0001192817680148537, | |
| 0.00011485606577178163, | |
| 0.00011016014578506741, | |
| -9.808356103175767e-05, | |
| 8.881168204625324e-05, | |
| -8.529019916647536e-05, | |
| -7.653600704476424e-05, | |
| -7.550898663839873e-05, | |
| 3.8235481766104815e-05, | |
| -3.308093734160501e-05, | |
| -2.6082833385539532e-05, | |
| -2.1809596744580268e-05, | |
| 1.3725180092997698e-05, | |
| 1.0376591117000189e-05, | |
| 8.71361033673711e-06, | |
| 1.8687631394687055e-06, | |
| -9.255459278028266e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.1572998908456285, | |
| 0.11072090341862581, | |
| 0.10613907470695652, | |
| 0.0399278220759536, | |
| 0.03701102406510371, | |
| 0.03509283453560901, | |
| 0.033628559817386126, | |
| 0.026237708084524605, | |
| 0.02611547486717513, | |
| 0.02388890094772615, | |
| 0.023115950483118684, | |
| 0.020728993365745702, | |
| 0.017135259688289446, | |
| 0.01690934622553978, | |
| 0.01627867899007712, | |
| 0.015983031635568638, | |
| 0.015456177220960567, | |
| 0.014375558966401095, | |
| 0.014201787017047135, | |
| 0.01291515314954128, | |
| 0.012912958837796844, | |
| 0.011650549498918517, | |
| 0.011411512969981209, | |
| 0.011346221123206436, | |
| 0.011161292541693547, | |
| 0.011031773310550452, | |
| 0.010578877599137223, | |
| 0.01045717209772085, | |
| 0.010218937249337357, | |
| 0.010024271804592923, | |
| 0.009398415435181846, | |
| 0.009123438644686814, | |
| 0.008995338839731514, | |
| 0.008968734822238865, | |
| 0.00889604111588775, | |
| 0.0087635290551942, | |
| 0.008495043701555762, | |
| 0.008015203809302412, | |
| 0.007511602912708362, | |
| 0.007189297320021004, | |
| 0.007105926121584014, | |
| 0.0066083282265228, | |
| 0.0064799178144712396, | |
| 0.00637854103709634, | |
| 0.005737580017105944, | |
| 0.005431763291630563, | |
| 0.005359274165733417, | |
| 0.005292174580703515, | |
| 0.005282955541881305, | |
| 0.005213491718861693, | |
| 0.0052032692967105085, | |
| 0.004895195273632244, | |
| 0.0048626290259001495, | |
| 0.004836466576514468, | |
| 0.004777779084879698, | |
| 0.004575619969247849, | |
| 0.004483203204033163, | |
| 0.004443325558623204, | |
| 0.004432002171578086, | |
| 0.004357752374397489, | |
| 0.004179814908741236, | |
| 0.004125169166618126, | |
| 0.003949099298324708, | |
| 0.003699924501501803, | |
| 0.00364462670769293, | |
| 0.0035754785940970133, | |
| 0.003463522777967302, | |
| 0.00346268369425606, | |
| 0.003454422522701285, | |
| 0.0033931045412009717, | |
| 0.0033546456159405116, | |
| 0.0033369032088531236, | |
| 0.0032481533746399303, | |
| 0.0031456670314073012, | |
| 0.003102943487987283, | |
| 0.0030833769152837248, | |
| 0.003046937400662866, | |
| 0.0028238537002766156, | |
| 0.0027828320241099205, | |
| 0.0026066529482859173, | |
| 0.0025582357084549846, | |
| 0.002533933449275207, | |
| 0.0024837928861720657, | |
| 0.002391362660612417, | |
| 0.0023502726128001245, | |
| 0.0023111801056482444, | |
| 0.002203237312480954, | |
| 0.002141284137545172, | |
| 0.0020175514803386302, | |
| 0.0019444401008376845, | |
| 0.0019252015934759631, | |
| 0.0019124662951565691, | |
| 0.0018352152567431813, | |
| 0.001775828896092942, | |
| 0.0017208127210230537, | |
| 0.001584785942599274, | |
| 0.0015471630204269878, | |
| 0.0014451910024683794, | |
| 0.0014021883717513692, | |
| 0.001304076098201697, | |
| 0.0012825500197405834, | |
| 0.0011012096950758037, | |
| 0.0010791974272216505, | |
| 0.001050243485660788, | |
| 0.0009693223955421126, | |
| 0.000901179004506673, | |
| 0.000869878553177042, | |
| 0.000846800935723639, | |
| 0.0007403802797443318, | |
| 0.0007207893535500335, | |
| 0.0007177753068387004, | |
| 0.0006537921425594015, | |
| 0.000619190785982032, | |
| 0.0006186461351356677, | |
| 0.0006066609112605311, | |
| 0.0005880264462519652, | |
| 0.0005808535349779188, | |
| 0.0005580441474250582, | |
| 0.0005528068108878391, | |
| 0.0005352101583993939, | |
| 0.0005299153418561089, | |
| 0.0005262322757453189, | |
| 0.0005188156787238804, | |
| 0.0005111574336162571, | |
| 0.0005041146539525729, | |
| 0.00048791570476522324, | |
| 0.00048722872524988806, | |
| 0.00046531843316189556, | |
| 0.00045624787498733536, | |
| 0.00044287194345964457, | |
| 0.0004393284384687227, | |
| 0.00043629133717143297, | |
| 0.0003986418962901037, | |
| 0.0003842559619794113, | |
| 0.0003794301370373356, | |
| 0.0003765832166491411, | |
| 0.0003714457520866615, | |
| 0.000363783379860195, | |
| 0.00033654935479457323, | |
| 0.00032456849739047734, | |
| 0.0002961170692440939, | |
| 0.0002925214410479387, | |
| 0.00027819561501712687, | |
| 0.00023831127403895264, | |
| 0.00023650182290409598, | |
| 0.0002176842976739726, | |
| 0.00021708588441685995, | |
| 0.00021322018921695923, | |
| 0.00020902276503190074, | |
| 0.0002005261897116811, | |
| 0.00019173154079459782, | |
| 0.0001891758434755878, | |
| 0.000184207452537935, | |
| 0.0001799794894704474, | |
| 0.00017307518908158323, | |
| 0.0001645811560680495, | |
| 0.00014914899345359507, | |
| 0.0001476181362406417, | |
| 0.00014480868391720996, | |
| 0.0001192817680148537, | |
| 0.00011485606577178163, | |
| 0.00011016014578506741, | |
| 9.808356103175767e-05, | |
| 8.881168204625324e-05, | |
| 8.529019916647536e-05, | |
| 7.653600704476424e-05, | |
| 7.550898663839873e-05, | |
| 3.8235481766104815e-05, | |
| 3.308093734160501e-05, | |
| 2.6082833385539532e-05, | |
| 2.1809596744580268e-05, | |
| 1.3725180092997698e-05, | |
| 1.0376591117000189e-05, | |
| 8.71361033673711e-06, | |
| 1.8687631394687055e-06, | |
| 9.255459278028266e-07 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.5446929651336017, | |
| "recall": 10.0, | |
| "f1": 1.032786822191012, | |
| "jaccard": 0.5197679760389639 | |
| } | |
| } | |
| } |