| { | |
| "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": [ | |
| 0.15711928465148248, | |
| -0.11132096627402795, | |
| -0.10675856942174476, | |
| -0.03932914673604339, | |
| -0.03734529131202461, | |
| -0.0352202403606301, | |
| 0.034041729763635155, | |
| 0.026224962416881017, | |
| -0.025920225207647772, | |
| -0.023505352333024247, | |
| -0.023057348102901973, | |
| -0.02112095013672521, | |
| -0.01772068436298848, | |
| 0.01692529422992404, | |
| -0.016211888773581613, | |
| 0.015913068183788952, | |
| -0.015428448779384036, | |
| -0.015039327037349361, | |
| -0.013849303447089392, | |
| -0.013216773736982304, | |
| -0.012367645349027906, | |
| -0.011738244934816367, | |
| -0.011393147339817809, | |
| 0.011297958526839187, | |
| -0.01122443633977693, | |
| 0.010694806103609624, | |
| 0.010596493665241756, | |
| 0.010268265210982463, | |
| 0.010170180781695827, | |
| 0.010153513202480653, | |
| 0.009447512824703696, | |
| -0.008995623114383879, | |
| 0.008964921979729491, | |
| -0.008674064275777271, | |
| 0.008522310385078231, | |
| 0.008450616781445042, | |
| -0.008271008937698308, | |
| 0.007960590198367168, | |
| 0.007545448260213891, | |
| 0.007139251765673211, | |
| 0.007049056830729493, | |
| -0.006390719762050594, | |
| 0.006380056073162814, | |
| -0.006308909452480041, | |
| 0.005705678269711587, | |
| -0.0053521903553782535, | |
| 0.0053301909977860095, | |
| -0.005240031927568566, | |
| 0.0050851031765527495, | |
| 0.0050033624426419595, | |
| 0.00499183458489003, | |
| 0.004939534192528182, | |
| 0.004906875637559635, | |
| -0.004775562533961259, | |
| -0.0045033468390427754, | |
| 0.004480487366448154, | |
| -0.004454410203967004, | |
| 0.004384649534979525, | |
| 0.004307284130028061, | |
| -0.004256388443755269, | |
| 0.004173200577529458, | |
| 0.004139656606264765, | |
| -0.003819320020013628, | |
| -0.0038003921365343126, | |
| 0.0037480166200400617, | |
| -0.003746224810148813, | |
| -0.0037361143582263076, | |
| 0.003664437247377443, | |
| -0.0035763224926964343, | |
| -0.0034988854190220998, | |
| -0.003463812395427528, | |
| -0.0032940342150069683, | |
| -0.003076673110317213, | |
| 0.0029805815487774735, | |
| -0.0028842285001827077, | |
| -0.0028791359922838112, | |
| -0.0028592470617513415, | |
| -0.0028349961245238762, | |
| 0.0028104467593084792, | |
| 0.002810124977576818, | |
| 0.0026176597869376323, | |
| 0.0026169792648958, | |
| 0.002535236571831053, | |
| -0.0022905121606532353, | |
| -0.002285417231805615, | |
| 0.0022440778959809215, | |
| -0.002206942169244935, | |
| 0.0020869470004240484, | |
| 0.0019763881356085703, | |
| 0.0019157202549713892, | |
| -0.001877521223624915, | |
| 0.001840729744089884, | |
| -0.0017602443291500809, | |
| 0.0017423095001532646, | |
| 0.001717860165980253, | |
| -0.0017120988517087467, | |
| -0.0015290010628295548, | |
| -0.001454415723771552, | |
| -0.0013791738342042372, | |
| -0.0013547799967682992, | |
| -0.0013420002656181393, | |
| 0.0012165624352745183, | |
| -0.0011784615147328234, | |
| 0.0010872860210637786, | |
| 0.0010805736306098847, | |
| 0.0010727688433666525, | |
| -0.0010423103620572144, | |
| 0.0009359575513169256, | |
| -0.0008615364467536885, | |
| 0.0008165955783042753, | |
| 0.000709483722885576, | |
| 0.0006908661868208707, | |
| -0.0006835728859073598, | |
| 0.0006550890521291968, | |
| 0.0006374956427785383, | |
| 0.0006274585447554043, | |
| -0.0006178861257772903, | |
| -0.0006079828113278813, | |
| -0.0006008766998203919, | |
| -0.0005933333780873017, | |
| -0.0005930541286130155, | |
| 0.0005623234634822409, | |
| -0.0005571027541945197, | |
| 0.0005245653738858144, | |
| 0.0005174263522052378, | |
| 0.000498645639440271, | |
| 0.00047834882397479955, | |
| -0.0004577002957053609, | |
| -0.0004551615231701421, | |
| -0.00045338383242672365, | |
| -0.00043850427125597427, | |
| 0.00041758414081367765, | |
| 0.00037163570997627204, | |
| 0.00037075292508225544, | |
| 0.0003588983279660255, | |
| 0.00035854373883683125, | |
| 0.00034120779896720376, | |
| 0.0003242315825919857, | |
| 0.0002973245680029155, | |
| -0.00027188857369715084, | |
| -0.0002575798431324445, | |
| 0.0002508004872008939, | |
| 0.0002462622019841062, | |
| -0.00024433896615600815, | |
| 0.00024407139110352877, | |
| 0.00023157304279616364, | |
| 0.00022450353509997263, | |
| -0.0002157292182923987, | |
| -0.00020659705873312355, | |
| 0.0001980894408485684, | |
| 0.00019102811902537602, | |
| -0.00018099069779426135, | |
| 0.0001804046928115912, | |
| -0.00017670457109667637, | |
| 0.0001697070565396329, | |
| 0.00016785812251388587, | |
| 0.00015455818994977895, | |
| 0.0001531413116937443, | |
| -0.00015053387759586005, | |
| 0.0001490528321313861, | |
| 0.00014864339031927, | |
| -0.00014148927267917193, | |
| 0.0001215680881287994, | |
| 0.00011500514010040887, | |
| -0.00010082640274725578, | |
| 0.00010020113924088332, | |
| -9.701941874651118e-05, | |
| -7.4384794443764e-05, | |
| 3.313946774925443e-05, | |
| 2.3792325835041564e-05, | |
| -1.6149667934998263e-05, | |
| 1.1636416365570909e-05, | |
| 1.0239945631602551e-05, | |
| 7.486196190825254e-06, | |
| 1.6233113794312995e-06, | |
| -8.813429326951905e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.15711928465148248, | |
| 0.11132096627402795, | |
| 0.10675856942174476, | |
| 0.03932914673604339, | |
| 0.03734529131202461, | |
| 0.0352202403606301, | |
| 0.034041729763635155, | |
| 0.026224962416881017, | |
| 0.025920225207647772, | |
| 0.023505352333024247, | |
| 0.023057348102901973, | |
| 0.02112095013672521, | |
| 0.01772068436298848, | |
| 0.01692529422992404, | |
| 0.016211888773581613, | |
| 0.015913068183788952, | |
| 0.015428448779384036, | |
| 0.015039327037349361, | |
| 0.013849303447089392, | |
| 0.013216773736982304, | |
| 0.012367645349027906, | |
| 0.011738244934816367, | |
| 0.011393147339817809, | |
| 0.011297958526839187, | |
| 0.01122443633977693, | |
| 0.010694806103609624, | |
| 0.010596493665241756, | |
| 0.010268265210982463, | |
| 0.010170180781695827, | |
| 0.010153513202480653, | |
| 0.009447512824703696, | |
| 0.008995623114383879, | |
| 0.008964921979729491, | |
| 0.008674064275777271, | |
| 0.008522310385078231, | |
| 0.008450616781445042, | |
| 0.008271008937698308, | |
| 0.007960590198367168, | |
| 0.007545448260213891, | |
| 0.007139251765673211, | |
| 0.007049056830729493, | |
| 0.006390719762050594, | |
| 0.006380056073162814, | |
| 0.006308909452480041, | |
| 0.005705678269711587, | |
| 0.0053521903553782535, | |
| 0.0053301909977860095, | |
| 0.005240031927568566, | |
| 0.0050851031765527495, | |
| 0.0050033624426419595, | |
| 0.00499183458489003, | |
| 0.004939534192528182, | |
| 0.004906875637559635, | |
| 0.004775562533961259, | |
| 0.0045033468390427754, | |
| 0.004480487366448154, | |
| 0.004454410203967004, | |
| 0.004384649534979525, | |
| 0.004307284130028061, | |
| 0.004256388443755269, | |
| 0.004173200577529458, | |
| 0.004139656606264765, | |
| 0.003819320020013628, | |
| 0.0038003921365343126, | |
| 0.0037480166200400617, | |
| 0.003746224810148813, | |
| 0.0037361143582263076, | |
| 0.003664437247377443, | |
| 0.0035763224926964343, | |
| 0.0034988854190220998, | |
| 0.003463812395427528, | |
| 0.0032940342150069683, | |
| 0.003076673110317213, | |
| 0.0029805815487774735, | |
| 0.0028842285001827077, | |
| 0.0028791359922838112, | |
| 0.0028592470617513415, | |
| 0.0028349961245238762, | |
| 0.0028104467593084792, | |
| 0.002810124977576818, | |
| 0.0026176597869376323, | |
| 0.0026169792648958, | |
| 0.002535236571831053, | |
| 0.0022905121606532353, | |
| 0.002285417231805615, | |
| 0.0022440778959809215, | |
| 0.002206942169244935, | |
| 0.0020869470004240484, | |
| 0.0019763881356085703, | |
| 0.0019157202549713892, | |
| 0.001877521223624915, | |
| 0.001840729744089884, | |
| 0.0017602443291500809, | |
| 0.0017423095001532646, | |
| 0.001717860165980253, | |
| 0.0017120988517087467, | |
| 0.0015290010628295548, | |
| 0.001454415723771552, | |
| 0.0013791738342042372, | |
| 0.0013547799967682992, | |
| 0.0013420002656181393, | |
| 0.0012165624352745183, | |
| 0.0011784615147328234, | |
| 0.0010872860210637786, | |
| 0.0010805736306098847, | |
| 0.0010727688433666525, | |
| 0.0010423103620572144, | |
| 0.0009359575513169256, | |
| 0.0008615364467536885, | |
| 0.0008165955783042753, | |
| 0.000709483722885576, | |
| 0.0006908661868208707, | |
| 0.0006835728859073598, | |
| 0.0006550890521291968, | |
| 0.0006374956427785383, | |
| 0.0006274585447554043, | |
| 0.0006178861257772903, | |
| 0.0006079828113278813, | |
| 0.0006008766998203919, | |
| 0.0005933333780873017, | |
| 0.0005930541286130155, | |
| 0.0005623234634822409, | |
| 0.0005571027541945197, | |
| 0.0005245653738858144, | |
| 0.0005174263522052378, | |
| 0.000498645639440271, | |
| 0.00047834882397479955, | |
| 0.0004577002957053609, | |
| 0.0004551615231701421, | |
| 0.00045338383242672365, | |
| 0.00043850427125597427, | |
| 0.00041758414081367765, | |
| 0.00037163570997627204, | |
| 0.00037075292508225544, | |
| 0.0003588983279660255, | |
| 0.00035854373883683125, | |
| 0.00034120779896720376, | |
| 0.0003242315825919857, | |
| 0.0002973245680029155, | |
| 0.00027188857369715084, | |
| 0.0002575798431324445, | |
| 0.0002508004872008939, | |
| 0.0002462622019841062, | |
| 0.00024433896615600815, | |
| 0.00024407139110352877, | |
| 0.00023157304279616364, | |
| 0.00022450353509997263, | |
| 0.0002157292182923987, | |
| 0.00020659705873312355, | |
| 0.0001980894408485684, | |
| 0.00019102811902537602, | |
| 0.00018099069779426135, | |
| 0.0001804046928115912, | |
| 0.00017670457109667637, | |
| 0.0001697070565396329, | |
| 0.00016785812251388587, | |
| 0.00015455818994977895, | |
| 0.0001531413116937443, | |
| 0.00015053387759586005, | |
| 0.0001490528321313861, | |
| 0.00014864339031927, | |
| 0.00014148927267917193, | |
| 0.0001215680881287994, | |
| 0.00011500514010040887, | |
| 0.00010082640274725578, | |
| 0.00010020113924088332, | |
| 9.701941874651118e-05, | |
| 7.4384794443764e-05, | |
| 3.313946774925443e-05, | |
| 2.3792325835041564e-05, | |
| 1.6149667934998263e-05, | |
| 1.1636416365570909e-05, | |
| 1.0239945631602551e-05, | |
| 7.486196190825254e-06, | |
| 1.6233113794312995e-06, | |
| 8.813429326951905e-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 | |
| } | |
| } | |
| } |