{ "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": [ 0.15729989084562834, -0.1107209034186244, -0.10613907470695594, -0.03992782207595538, -0.037011024065103544, -0.035092834535608956, 0.03362855981738644, 0.026237708084524212, -0.026115474867175074, -0.023888900947725646, -0.023115950483118503, -0.02072899336574595, -0.017135259688289793, 0.01690934622553966, 0.016278678990076987, -0.015983031635568794, -0.015456177220960857, -0.014375558966401494, -0.01420178701704734, -0.012915153149541383, -0.012912958837796926, -0.011650549498918744, -0.011411512969981247, -0.011346221123206577, 0.01116129254169355, 0.011031773310550615, 0.01057887759913747, 0.010457172097720825, 0.010218937249337326, 0.01002427180459281, 0.009398415435182177, -0.009123438644686887, 0.00899533883973144, -0.008968734822239123, 0.00889604111588795, -0.00876352905519427, 0.008495043701555918, 0.008015203809302528, 0.0075116029127084705, 0.007189297320020533, 0.007105926121583803, 0.006608328226523241, -0.006479917814470775, -0.006378541037096445, 0.005737580017106202, 0.005431763291630564, 0.005359274165733163, 0.005292174580703577, -0.005282955541881141, -0.005213491718861574, 0.005203269296710532, -0.004895195273632293, 0.004862629025900134, 0.004836466576514592, -0.004777779084879719, 0.004575619969247727, -0.004483203204031981, 0.004443325558623157, -0.004432002171578071, 0.004357752374396814, 0.004179814908741472, 0.004125169166618223, -0.003949099298324576, -0.0036999245015018655, -0.0036446267076931755, 0.0035754785940970346, -0.0034635227779670984, -0.003462683694256057, -0.00345442252270119, -0.003393104541200944, -0.0033546456159407752, 0.003336903208853239, 0.0032481533746397603, -0.0031456670314073732, -0.003102943487987408, -0.003083376915283814, 0.0030469374006631767, 0.002823853700276667, 0.002782832024109906, 0.0026066529482859867, -0.0025582357084549035, 0.002533933449275214, -0.002483792886172194, -0.002391362660612304, -0.0023502726128004684, -0.002311180105648225, 0.0022032373124810357, 0.002141284137545228, 0.0020175514803383475, -0.0019444401008376765, -0.001925201593476052, -0.0019124662951566236, 0.0018352152567432378, -0.0017758288960929296, 0.0017208127210232283, 0.0015847859425994163, 0.0015471630204266923, -0.0014451910024685798, -0.0014021883717511411, 0.001304076098201568, -0.0012825500197405234, 0.0011012096950756688, 0.0010791974272216693, -0.0010502434856607939, -0.0009693223955422635, 0.0009011790045066817, -0.0008698785531767256, 0.0008468009357236875, 0.0007403802797442403, 0.0007207893535500244, -0.0007177753068386705, 0.0006537921425594991, -0.0006191907859820388, -0.000618646135135645, 0.0006066609112606234, 0.0005880264462520252, 0.000580853534977813, -0.0005580441474248143, -0.0005528068108878278, 0.0005352101583994517, 0.0005299153418560859, 0.0005262322757452156, 0.0005188156787238843, -0.0005111574336162754, 0.0005041146539525857, -0.00048791570476526514, 0.00048722872525013645, -0.00046531843316199097, 0.0004562478749873179, -0.00044287194345953495, -0.0004393284384685784, -0.00043629133717146534, -0.0003986418962901401, 0.00038425596197929994, 0.0003794301370373109, -0.0003765832166490551, 0.0003714457520866303, 0.0003637833798602395, 0.0003365493547944151, 0.00032456849739047187, 0.0002961170692441262, -0.00029252144104783775, 0.00027819561501714747, 0.0002383112740390344, 0.00023650182290411062, 0.00021768429767398626, 0.0002170858844166924, 0.00021322018921698664, 0.00020902276503186366, -0.00020052618971162922, 0.00019173154079458291, -0.00018917584347546369, 0.00018420745253791253, -0.00017997948947046875, 0.00017307518908160188, -0.0001645811560680739, 0.00014914899345360276, -0.000147618136240643, 0.0001448086839172289, -0.00011928176801486363, 0.00011485606577181229, 0.00011016014578507074, -9.808356103181739e-05, 8.881168204622703e-05, -8.529019916649245e-05, -7.653600704481207e-05, -7.550898663841613e-05, 3.8235481766145886e-05, -3.3080937341564374e-05, -2.608283338517791e-05, -2.1809596744592845e-05, 1.3725180092982541e-05, 1.037659111699158e-05, 8.713610336735636e-06, 1.8687631394709823e-06, -9.255459278045397e-07 ], "Absolute Coefficient": [ 0.15729989084562834, 0.1107209034186244, 0.10613907470695594, 0.03992782207595538, 0.037011024065103544, 0.035092834535608956, 0.03362855981738644, 0.026237708084524212, 0.026115474867175074, 0.023888900947725646, 0.023115950483118503, 0.02072899336574595, 0.017135259688289793, 0.01690934622553966, 0.016278678990076987, 0.015983031635568794, 0.015456177220960857, 0.014375558966401494, 0.01420178701704734, 0.012915153149541383, 0.012912958837796926, 0.011650549498918744, 0.011411512969981247, 0.011346221123206577, 0.01116129254169355, 0.011031773310550615, 0.01057887759913747, 0.010457172097720825, 0.010218937249337326, 0.01002427180459281, 0.009398415435182177, 0.009123438644686887, 0.00899533883973144, 0.008968734822239123, 0.00889604111588795, 0.00876352905519427, 0.008495043701555918, 0.008015203809302528, 0.0075116029127084705, 0.007189297320020533, 0.007105926121583803, 0.006608328226523241, 0.006479917814470775, 0.006378541037096445, 0.005737580017106202, 0.005431763291630564, 0.005359274165733163, 0.005292174580703577, 0.005282955541881141, 0.005213491718861574, 0.005203269296710532, 0.004895195273632293, 0.004862629025900134, 0.004836466576514592, 0.004777779084879719, 0.004575619969247727, 0.004483203204031981, 0.004443325558623157, 0.004432002171578071, 0.004357752374396814, 0.004179814908741472, 0.004125169166618223, 0.003949099298324576, 0.0036999245015018655, 0.0036446267076931755, 0.0035754785940970346, 0.0034635227779670984, 0.003462683694256057, 0.00345442252270119, 0.003393104541200944, 0.0033546456159407752, 0.003336903208853239, 0.0032481533746397603, 0.0031456670314073732, 0.003102943487987408, 0.003083376915283814, 0.0030469374006631767, 0.002823853700276667, 0.002782832024109906, 0.0026066529482859867, 0.0025582357084549035, 0.002533933449275214, 0.002483792886172194, 0.002391362660612304, 0.0023502726128004684, 0.002311180105648225, 0.0022032373124810357, 0.002141284137545228, 0.0020175514803383475, 0.0019444401008376765, 0.001925201593476052, 0.0019124662951566236, 0.0018352152567432378, 0.0017758288960929296, 0.0017208127210232283, 0.0015847859425994163, 0.0015471630204266923, 0.0014451910024685798, 0.0014021883717511411, 0.001304076098201568, 0.0012825500197405234, 0.0011012096950756688, 0.0010791974272216693, 0.0010502434856607939, 0.0009693223955422635, 0.0009011790045066817, 0.0008698785531767256, 0.0008468009357236875, 0.0007403802797442403, 0.0007207893535500244, 0.0007177753068386705, 0.0006537921425594991, 0.0006191907859820388, 0.000618646135135645, 0.0006066609112606234, 0.0005880264462520252, 0.000580853534977813, 0.0005580441474248143, 0.0005528068108878278, 0.0005352101583994517, 0.0005299153418560859, 0.0005262322757452156, 0.0005188156787238843, 0.0005111574336162754, 0.0005041146539525857, 0.00048791570476526514, 0.00048722872525013645, 0.00046531843316199097, 0.0004562478749873179, 0.00044287194345953495, 0.0004393284384685784, 0.00043629133717146534, 0.0003986418962901401, 0.00038425596197929994, 0.0003794301370373109, 0.0003765832166490551, 0.0003714457520866303, 0.0003637833798602395, 0.0003365493547944151, 0.00032456849739047187, 0.0002961170692441262, 0.00029252144104783775, 0.00027819561501714747, 0.0002383112740390344, 0.00023650182290411062, 0.00021768429767398626, 0.0002170858844166924, 0.00021322018921698664, 0.00020902276503186366, 0.00020052618971162922, 0.00019173154079458291, 0.00018917584347546369, 0.00018420745253791253, 0.00017997948947046875, 0.00017307518908160188, 0.0001645811560680739, 0.00014914899345360276, 0.000147618136240643, 0.0001448086839172289, 0.00011928176801486363, 0.00011485606577181229, 0.00011016014578507074, 9.808356103181739e-05, 8.881168204622703e-05, 8.529019916649245e-05, 7.653600704481207e-05, 7.550898663841613e-05, 3.8235481766145886e-05, 3.3080937341564374e-05, 2.608283338517791e-05, 2.1809596744592845e-05, 1.3725180092982541e-05, 1.037659111699158e-05, 8.713610336735636e-06, 1.8687631394709823e-06, 9.255459278045397e-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 } } }