| { | |
| "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": [ | |
| 0.157119284651482, | |
| -0.11132096627402792, | |
| -0.10675856942174562, | |
| -0.03932914673604335, | |
| -0.03734529131202453, | |
| -0.035220240360630324, | |
| 0.03404172976363499, | |
| 0.026224962416880968, | |
| -0.02592022520764781, | |
| -0.02350535233302406, | |
| -0.02305734810290185, | |
| -0.021120950136724864, | |
| -0.017720684362988487, | |
| 0.01692529422992408, | |
| -0.01621188877358147, | |
| 0.015913068183789125, | |
| -0.01542844877938387, | |
| -0.015039327037349799, | |
| -0.0138493034470896, | |
| -0.013216773736982382, | |
| -0.012367645349028058, | |
| -0.011738244934816415, | |
| -0.011393147339817857, | |
| 0.011297958526838847, | |
| -0.011224436339776794, | |
| 0.010694806103609678, | |
| 0.010596493665241692, | |
| 0.010268265210982438, | |
| 0.010170180781696098, | |
| 0.010153513202480832, | |
| 0.009447512824704034, | |
| -0.00899562311438393, | |
| 0.008964921979729134, | |
| -0.008674064275777233, | |
| 0.008522310385078063, | |
| 0.008450616781445036, | |
| -0.008271008937698204, | |
| 0.007960590198367217, | |
| 0.007545448260213828, | |
| 0.007139251765673306, | |
| 0.007049056830729083, | |
| -0.006390719762050591, | |
| 0.0063800560731628484, | |
| -0.00630890945247985, | |
| 0.0057056782697116355, | |
| -0.0053521903553783124, | |
| 0.005330190997786319, | |
| -0.005240031927568584, | |
| 0.0050851031765528016, | |
| 0.005003362442641833, | |
| 0.0049918345848900736, | |
| 0.0049395341925283194, | |
| 0.0049068756375595145, | |
| -0.004775562533961403, | |
| -0.0045033468390427815, | |
| 0.0044804873664480785, | |
| -0.00445441020396698, | |
| 0.00438464953497959, | |
| 0.004307284130028024, | |
| -0.0042563884437553014, | |
| 0.00417320057752937, | |
| 0.0041396566062649204, | |
| -0.003819320020013598, | |
| -0.003800392136534253, | |
| 0.0037480166200399958, | |
| -0.0037462248101489183, | |
| -0.003736114358226318, | |
| 0.003664437247377552, | |
| -0.003576322492696389, | |
| -0.0034988854190220937, | |
| -0.0034638123954274587, | |
| -0.0032940342150070546, | |
| -0.0030766731103171754, | |
| 0.0029805815487775594, | |
| -0.0028842285001826687, | |
| -0.0028791359922837796, | |
| -0.002859247061751321, | |
| -0.0028349961245238827, | |
| 0.00281044675930841, | |
| 0.0028101249775769554, | |
| 0.0026176597869376934, | |
| 0.0026169792648954603, | |
| 0.002535236571830916, | |
| -0.0022905121606533047, | |
| -0.002285417231805651, | |
| 0.0022440778959809367, | |
| -0.0022069421692451066, | |
| 0.002086947000424086, | |
| 0.0019763881356087594, | |
| 0.0019157202549712825, | |
| -0.001877521223624902, | |
| 0.0018407297440897433, | |
| -0.0017602443291500382, | |
| 0.0017423095001532318, | |
| 0.001717860165980261, | |
| -0.0017120988517087057, | |
| -0.0015290010628293289, | |
| -0.0014544157237715617, | |
| -0.0013791738342044243, | |
| -0.0013547799967683215, | |
| -0.0013420002656182092, | |
| 0.001216562435274544, | |
| -0.001178461514732636, | |
| 0.0010872860210637673, | |
| 0.0010805736306097754, | |
| 0.001072768843366594, | |
| -0.0010423103620573139, | |
| 0.0009359575513169675, | |
| -0.0008615364467537037, | |
| 0.0008165955783043426, | |
| 0.0007094837228855248, | |
| 0.0006908661868208986, | |
| -0.0006835728859074456, | |
| 0.0006550890521291844, | |
| 0.0006374956427784669, | |
| 0.0006274585447554944, | |
| -0.0006178861257772611, | |
| -0.0006079828113277938, | |
| -0.0006008766998204653, | |
| -0.0005933333780872724, | |
| -0.0005930541286129521, | |
| 0.0005623234634822286, | |
| -0.0005571027541945372, | |
| 0.0005245653738858476, | |
| 0.0005174263522052332, | |
| 0.0004986456394402406, | |
| 0.00047834882397478247, | |
| -0.00045770029570528536, | |
| -0.00045516152317017264, | |
| -0.0004533838324266731, | |
| -0.0004385042712558956, | |
| 0.000417584140813574, | |
| 0.00037163570997639304, | |
| 0.0003707529250822584, | |
| 0.0003588983279662661, | |
| 0.0003585437388368642, | |
| 0.00034120779896720354, | |
| 0.00032423158259201415, | |
| 0.0002973245680029238, | |
| -0.000271888573697173, | |
| -0.0002575798431324045, | |
| 0.0002508004872008895, | |
| 0.0002462622019840687, | |
| -0.0002443389661559846, | |
| 0.0002440713911034311, | |
| 0.00023157304279610545, | |
| 0.00022450353510003435, | |
| -0.0002157292182923363, | |
| -0.000206597058733017, | |
| 0.00019808944084857572, | |
| 0.00019102811902543376, | |
| -0.00018099069779425398, | |
| 0.00018040469281161272, | |
| -0.00017670457109667767, | |
| 0.00016970705653956533, | |
| 0.00016785812251382987, | |
| 0.00015455818994975743, | |
| 0.00015314131169369421, | |
| -0.00015053387759584208, | |
| 0.00014905283213139, | |
| 0.00014864339031928165, | |
| -0.00014148927267924107, | |
| 0.00012156808812880677, | |
| 0.00011500514010045791, | |
| -0.00010082640274728679, | |
| 0.0001002011392408325, | |
| -9.701941874646876e-05, | |
| -7.438479444372973e-05, | |
| 3.313946774924862e-05, | |
| 2.379232583504399e-05, | |
| -1.61496679349959e-05, | |
| 1.1636416365574031e-05, | |
| 1.0239945631599646e-05, | |
| 7.4861961908681016e-06, | |
| 1.623311379430302e-06, | |
| -8.813429327015004e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.157119284651482, | |
| 0.11132096627402792, | |
| 0.10675856942174562, | |
| 0.03932914673604335, | |
| 0.03734529131202453, | |
| 0.035220240360630324, | |
| 0.03404172976363499, | |
| 0.026224962416880968, | |
| 0.02592022520764781, | |
| 0.02350535233302406, | |
| 0.02305734810290185, | |
| 0.021120950136724864, | |
| 0.017720684362988487, | |
| 0.01692529422992408, | |
| 0.01621188877358147, | |
| 0.015913068183789125, | |
| 0.01542844877938387, | |
| 0.015039327037349799, | |
| 0.0138493034470896, | |
| 0.013216773736982382, | |
| 0.012367645349028058, | |
| 0.011738244934816415, | |
| 0.011393147339817857, | |
| 0.011297958526838847, | |
| 0.011224436339776794, | |
| 0.010694806103609678, | |
| 0.010596493665241692, | |
| 0.010268265210982438, | |
| 0.010170180781696098, | |
| 0.010153513202480832, | |
| 0.009447512824704034, | |
| 0.00899562311438393, | |
| 0.008964921979729134, | |
| 0.008674064275777233, | |
| 0.008522310385078063, | |
| 0.008450616781445036, | |
| 0.008271008937698204, | |
| 0.007960590198367217, | |
| 0.007545448260213828, | |
| 0.007139251765673306, | |
| 0.007049056830729083, | |
| 0.006390719762050591, | |
| 0.0063800560731628484, | |
| 0.00630890945247985, | |
| 0.0057056782697116355, | |
| 0.0053521903553783124, | |
| 0.005330190997786319, | |
| 0.005240031927568584, | |
| 0.0050851031765528016, | |
| 0.005003362442641833, | |
| 0.0049918345848900736, | |
| 0.0049395341925283194, | |
| 0.0049068756375595145, | |
| 0.004775562533961403, | |
| 0.0045033468390427815, | |
| 0.0044804873664480785, | |
| 0.00445441020396698, | |
| 0.00438464953497959, | |
| 0.004307284130028024, | |
| 0.0042563884437553014, | |
| 0.00417320057752937, | |
| 0.0041396566062649204, | |
| 0.003819320020013598, | |
| 0.003800392136534253, | |
| 0.0037480166200399958, | |
| 0.0037462248101489183, | |
| 0.003736114358226318, | |
| 0.003664437247377552, | |
| 0.003576322492696389, | |
| 0.0034988854190220937, | |
| 0.0034638123954274587, | |
| 0.0032940342150070546, | |
| 0.0030766731103171754, | |
| 0.0029805815487775594, | |
| 0.0028842285001826687, | |
| 0.0028791359922837796, | |
| 0.002859247061751321, | |
| 0.0028349961245238827, | |
| 0.00281044675930841, | |
| 0.0028101249775769554, | |
| 0.0026176597869376934, | |
| 0.0026169792648954603, | |
| 0.002535236571830916, | |
| 0.0022905121606533047, | |
| 0.002285417231805651, | |
| 0.0022440778959809367, | |
| 0.0022069421692451066, | |
| 0.002086947000424086, | |
| 0.0019763881356087594, | |
| 0.0019157202549712825, | |
| 0.001877521223624902, | |
| 0.0018407297440897433, | |
| 0.0017602443291500382, | |
| 0.0017423095001532318, | |
| 0.001717860165980261, | |
| 0.0017120988517087057, | |
| 0.0015290010628293289, | |
| 0.0014544157237715617, | |
| 0.0013791738342044243, | |
| 0.0013547799967683215, | |
| 0.0013420002656182092, | |
| 0.001216562435274544, | |
| 0.001178461514732636, | |
| 0.0010872860210637673, | |
| 0.0010805736306097754, | |
| 0.001072768843366594, | |
| 0.0010423103620573139, | |
| 0.0009359575513169675, | |
| 0.0008615364467537037, | |
| 0.0008165955783043426, | |
| 0.0007094837228855248, | |
| 0.0006908661868208986, | |
| 0.0006835728859074456, | |
| 0.0006550890521291844, | |
| 0.0006374956427784669, | |
| 0.0006274585447554944, | |
| 0.0006178861257772611, | |
| 0.0006079828113277938, | |
| 0.0006008766998204653, | |
| 0.0005933333780872724, | |
| 0.0005930541286129521, | |
| 0.0005623234634822286, | |
| 0.0005571027541945372, | |
| 0.0005245653738858476, | |
| 0.0005174263522052332, | |
| 0.0004986456394402406, | |
| 0.00047834882397478247, | |
| 0.00045770029570528536, | |
| 0.00045516152317017264, | |
| 0.0004533838324266731, | |
| 0.0004385042712558956, | |
| 0.000417584140813574, | |
| 0.00037163570997639304, | |
| 0.0003707529250822584, | |
| 0.0003588983279662661, | |
| 0.0003585437388368642, | |
| 0.00034120779896720354, | |
| 0.00032423158259201415, | |
| 0.0002973245680029238, | |
| 0.000271888573697173, | |
| 0.0002575798431324045, | |
| 0.0002508004872008895, | |
| 0.0002462622019840687, | |
| 0.0002443389661559846, | |
| 0.0002440713911034311, | |
| 0.00023157304279610545, | |
| 0.00022450353510003435, | |
| 0.0002157292182923363, | |
| 0.000206597058733017, | |
| 0.00019808944084857572, | |
| 0.00019102811902543376, | |
| 0.00018099069779425398, | |
| 0.00018040469281161272, | |
| 0.00017670457109667767, | |
| 0.00016970705653956533, | |
| 0.00016785812251382987, | |
| 0.00015455818994975743, | |
| 0.00015314131169369421, | |
| 0.00015053387759584208, | |
| 0.00014905283213139, | |
| 0.00014864339031928165, | |
| 0.00014148927267924107, | |
| 0.00012156808812880677, | |
| 0.00011500514010045791, | |
| 0.00010082640274728679, | |
| 0.0001002011392408325, | |
| 9.701941874646876e-05, | |
| 7.438479444372973e-05, | |
| 3.313946774924862e-05, | |
| 2.379232583504399e-05, | |
| 1.61496679349959e-05, | |
| 1.1636416365574031e-05, | |
| 1.0239945631599646e-05, | |
| 7.4861961908681016e-06, | |
| 1.623311379430302e-06, | |
| 8.813429327015004e-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 | |
| } | |
| } | |
| } |