| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AADAC", | |
| "AGBL3", | |
| "KDM4D", | |
| "ADAM17", | |
| "ABHD17B", | |
| "AANAT", | |
| "ABCD2", | |
| "A4GALT", | |
| "ACO1", | |
| "CEP72", | |
| "ACOT1", | |
| "ABCE1", | |
| "ACSL5", | |
| "A1CF", | |
| "ACRV1", | |
| "AGBL5", | |
| "ADGRG1", | |
| "BHMT2", | |
| "ANGEL2", | |
| "ABCB1", | |
| "CDA", | |
| "ATP5MC2P1", | |
| "ADIRF", | |
| "ACBD4", | |
| "ACAD10", | |
| "ACTL7A", | |
| "CH25H", | |
| "ARB2A", | |
| "ABCA8", | |
| "C11orf71", | |
| "ABHD10", | |
| "GCK", | |
| "AASS", | |
| "MRE11", | |
| "DTYMK", | |
| "ACTR5", | |
| "BMP4", | |
| "GASK1B", | |
| "DNAJC28", | |
| "ARHGAP8", | |
| "ABHD11", | |
| "B3GNTL1", | |
| "CTNNAL1", | |
| "ARHGAP25", | |
| "ASIC3", | |
| "ANXA2", | |
| "CROCCP3", | |
| "FZD9", | |
| "HPS1", | |
| "ALG11", | |
| "BTF3P11", | |
| "CRTAM", | |
| "BRS3", | |
| "DNAJC17", | |
| "ARHGAP22", | |
| "AP4M1", | |
| "ABI1", | |
| "DLEU1", | |
| "RNF32", | |
| "ADI1", | |
| "CRLF3", | |
| "APOL2", | |
| "CAPN7", | |
| "AEBP1", | |
| "ATP2C2", | |
| "ACSF2", | |
| "ABCD1", | |
| "AKAP8", | |
| "ARSL", | |
| "AIRE", | |
| "AZGP1", | |
| "DHRS12", | |
| "ARID5A", | |
| "ANGPTL2", | |
| "GRB14", | |
| "BBS10", | |
| "ADRA1B", | |
| "SP3P", | |
| "DHX35", | |
| "CD82", | |
| "ANKRD27", | |
| "AMDHD2", | |
| "ADCY7", | |
| "SULF1", | |
| "ASTN2", | |
| "FAM110D", | |
| "AQP9", | |
| "AKAP17A", | |
| "BHMT", | |
| "GYG2", | |
| "ACTG2", | |
| "ACAA2", | |
| "ACOT8", | |
| "ATP10B", | |
| "CT55", | |
| "AATF", | |
| "EPCAM", | |
| "ABCG5", | |
| "HR", | |
| "ACTR8", | |
| "GAL3ST4", | |
| "AOC2", | |
| "CCL5", | |
| "ARAP2", | |
| "ASPHD1", | |
| "TLCD3A", | |
| "AGO4", | |
| "ERVK3-2", | |
| "ABCC6", | |
| "USP6NL", | |
| "AFF4", | |
| "FBXL6", | |
| "ABO", | |
| "ANXA2P2", | |
| "ABCC3", | |
| "CBX4", | |
| "POP1", | |
| "ARL15", | |
| "AAMDC", | |
| "ADA2", | |
| "PLK4", | |
| "CDH20", | |
| "BYSL", | |
| "CPPED1", | |
| "ASXL2", | |
| "AMELX", | |
| "AGRP", | |
| "ALDH1L1", | |
| "FBXO5", | |
| "ABLIM1", | |
| "ADAM11", | |
| "GPNMB", | |
| "TEFM", | |
| "GSTT1", | |
| "APOA4", | |
| "ABL1", | |
| "ADGRA2", | |
| "EEF1AKMT3", | |
| "DKKL1", | |
| "ACP6", | |
| "UBE3B", | |
| "ARHGAP4", | |
| "CRIPTO", | |
| "SNX15", | |
| "NFX1", | |
| "ARL3", | |
| "CA5BP1", | |
| "CTSH", | |
| "CADM4", | |
| "ABHD2", | |
| "ABCA5", | |
| "ACOT2", | |
| "CRIPTO3" | |
| ], | |
| "Coefficient": [ | |
| -0.08004119393307695, | |
| -0.07819852511266548, | |
| -0.06507164432493302, | |
| -0.06485796944277203, | |
| -0.05826673619860064, | |
| -0.05503521333422438, | |
| -0.0521628449981834, | |
| 0.04619757364913001, | |
| 0.04215029289765119, | |
| 0.04063379585051351, | |
| -0.04043461186147836, | |
| -0.037293013583370956, | |
| 0.03645902233552833, | |
| -0.035771619142889635, | |
| -0.033446566055175875, | |
| -0.03301912759744579, | |
| 0.03072830807813718, | |
| 0.028791591058776163, | |
| 0.02839081825372854, | |
| 0.027214673291296818, | |
| 0.02686205120880989, | |
| 0.0264566084116952, | |
| 0.026364123041962558, | |
| 0.02607325575225337, | |
| -0.024971630585829026, | |
| -0.021803273600625082, | |
| -0.021708784833406734, | |
| -0.020202015685947275, | |
| -0.019396872381391216, | |
| -0.019254547953277346, | |
| -0.018549291453907782, | |
| 0.01720366742764727, | |
| 0.01507001462671959, | |
| -0.014784013497714365, | |
| -0.014735455826046464, | |
| -0.014628368065104614, | |
| 0.014453169811384321, | |
| -0.014241504014811831, | |
| -0.013858223392248563, | |
| 0.013274066218412966, | |
| -0.01237650126764446, | |
| -0.012026866673723872, | |
| 0.01156420541504376, | |
| -0.011457436251853472, | |
| -0.010878592949479928, | |
| 0.010871097268036726, | |
| -0.01059718972113511, | |
| 0.010362914179884277, | |
| -0.009983257999726002, | |
| -0.009908492662644368, | |
| 0.009733154490790165, | |
| 0.009530116984983156, | |
| 0.009516187329474598, | |
| -0.009264294529081783, | |
| -0.009124658115675501, | |
| -0.009069993323668604, | |
| 0.009026520463990328, | |
| 0.008599579735467027, | |
| -0.008474869274823786, | |
| 0.007941849809357672, | |
| -0.00789155738063134, | |
| 0.007369978382901932, | |
| 0.00729092389618357, | |
| 0.006961888023397695, | |
| -0.006960303820997652, | |
| 0.006601160709977282, | |
| -0.006497997491337269, | |
| 0.006361161743594493, | |
| -0.0061867239152697834, | |
| 0.005984654759109823, | |
| 0.0056324473129829794, | |
| 0.005630671873489563, | |
| 0.005374721276238616, | |
| -0.005237019200286705, | |
| 0.005233542185313223, | |
| -0.005197743794423486, | |
| 0.005189664064067304, | |
| 0.005188680355581971, | |
| -0.005040113173943967, | |
| -0.004959612513864984, | |
| -0.004925755195301458, | |
| -0.003972311594056861, | |
| -0.0036175081106702314, | |
| -0.003434470529002267, | |
| -0.003187444536099539, | |
| -0.0029836810682716567, | |
| 0.002722295418706751, | |
| -0.002681322494764148, | |
| 0.0026067304813933143, | |
| 0.0025801117479504567, | |
| 0.0025649224384940673, | |
| 0.0025264062253911924, | |
| -0.0025136660383416154, | |
| -0.0024519866227435128, | |
| 0.002431727030588522, | |
| 0.0022899093483178703, | |
| 0.0021867126168112067, | |
| -0.0021513830118773587, | |
| -0.002125878332464568, | |
| -0.0020693407972416384, | |
| -0.002032776105155308, | |
| 0.001994097304104442, | |
| -0.001937811652361016, | |
| -0.0018881824489487846, | |
| 0.0017767402355283529, | |
| 0.0017158943566369326, | |
| -0.0015588105679454228, | |
| -0.0015315582944379306, | |
| -0.001451409242688483, | |
| -0.001440266623948773, | |
| -0.001426364814562359, | |
| 0.0013878788166998648, | |
| -0.0013840417802099194, | |
| 0.0013227278143852301, | |
| -0.0011661073188721175, | |
| 0.0011458624419445386, | |
| -0.0010468251232792654, | |
| -0.0010276394485887997, | |
| 0.000969438934443813, | |
| 0.0008722721816721533, | |
| -0.0008034314259433438, | |
| -0.0006926070967361905, | |
| -0.0006390412239043412, | |
| -0.0006338142586692758, | |
| -0.0005953332089163291, | |
| 0.0005567954778872465, | |
| -0.0005509414314490272, | |
| 0.00048298429522509464, | |
| -0.0004160161407912574, | |
| 0.00040436240203430305, | |
| -0.00038793754670491835, | |
| 0.0003252870760227501, | |
| -0.00031377790695701725, | |
| 0.00029865261241649555, | |
| 0.00024026595932267396, | |
| 0.00022404091445949638, | |
| -0.00021419969181435723, | |
| 0.00021358543007838433, | |
| -0.0002077631391634905, | |
| 0.0001819768607310632, | |
| -0.00016023042736898412, | |
| -0.00010238622548013031, | |
| -6.670426979170774e-05, | |
| -6.246455817159287e-05, | |
| -5.4125893707275056e-05, | |
| -4.071786758416065e-05, | |
| 2.8544138176370106e-05, | |
| -2.842027304696264e-05, | |
| -1.1584596633358256e-05, | |
| 1.569841150085646e-06, | |
| -1.1660429125211696e-06, | |
| -3.97326758042706e-07, | |
| -3.097720492815727e-19 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.08004119393307695, | |
| 0.07819852511266548, | |
| 0.06507164432493302, | |
| 0.06485796944277203, | |
| 0.05826673619860064, | |
| 0.05503521333422438, | |
| 0.0521628449981834, | |
| 0.04619757364913001, | |
| 0.04215029289765119, | |
| 0.04063379585051351, | |
| 0.04043461186147836, | |
| 0.037293013583370956, | |
| 0.03645902233552833, | |
| 0.035771619142889635, | |
| 0.033446566055175875, | |
| 0.03301912759744579, | |
| 0.03072830807813718, | |
| 0.028791591058776163, | |
| 0.02839081825372854, | |
| 0.027214673291296818, | |
| 0.02686205120880989, | |
| 0.0264566084116952, | |
| 0.026364123041962558, | |
| 0.02607325575225337, | |
| 0.024971630585829026, | |
| 0.021803273600625082, | |
| 0.021708784833406734, | |
| 0.020202015685947275, | |
| 0.019396872381391216, | |
| 0.019254547953277346, | |
| 0.018549291453907782, | |
| 0.01720366742764727, | |
| 0.01507001462671959, | |
| 0.014784013497714365, | |
| 0.014735455826046464, | |
| 0.014628368065104614, | |
| 0.014453169811384321, | |
| 0.014241504014811831, | |
| 0.013858223392248563, | |
| 0.013274066218412966, | |
| 0.01237650126764446, | |
| 0.012026866673723872, | |
| 0.01156420541504376, | |
| 0.011457436251853472, | |
| 0.010878592949479928, | |
| 0.010871097268036726, | |
| 0.01059718972113511, | |
| 0.010362914179884277, | |
| 0.009983257999726002, | |
| 0.009908492662644368, | |
| 0.009733154490790165, | |
| 0.009530116984983156, | |
| 0.009516187329474598, | |
| 0.009264294529081783, | |
| 0.009124658115675501, | |
| 0.009069993323668604, | |
| 0.009026520463990328, | |
| 0.008599579735467027, | |
| 0.008474869274823786, | |
| 0.007941849809357672, | |
| 0.00789155738063134, | |
| 0.007369978382901932, | |
| 0.00729092389618357, | |
| 0.006961888023397695, | |
| 0.006960303820997652, | |
| 0.006601160709977282, | |
| 0.006497997491337269, | |
| 0.006361161743594493, | |
| 0.0061867239152697834, | |
| 0.005984654759109823, | |
| 0.0056324473129829794, | |
| 0.005630671873489563, | |
| 0.005374721276238616, | |
| 0.005237019200286705, | |
| 0.005233542185313223, | |
| 0.005197743794423486, | |
| 0.005189664064067304, | |
| 0.005188680355581971, | |
| 0.005040113173943967, | |
| 0.004959612513864984, | |
| 0.004925755195301458, | |
| 0.003972311594056861, | |
| 0.0036175081106702314, | |
| 0.003434470529002267, | |
| 0.003187444536099539, | |
| 0.0029836810682716567, | |
| 0.002722295418706751, | |
| 0.002681322494764148, | |
| 0.0026067304813933143, | |
| 0.0025801117479504567, | |
| 0.0025649224384940673, | |
| 0.0025264062253911924, | |
| 0.0025136660383416154, | |
| 0.0024519866227435128, | |
| 0.002431727030588522, | |
| 0.0022899093483178703, | |
| 0.0021867126168112067, | |
| 0.0021513830118773587, | |
| 0.002125878332464568, | |
| 0.0020693407972416384, | |
| 0.002032776105155308, | |
| 0.001994097304104442, | |
| 0.001937811652361016, | |
| 0.0018881824489487846, | |
| 0.0017767402355283529, | |
| 0.0017158943566369326, | |
| 0.0015588105679454228, | |
| 0.0015315582944379306, | |
| 0.001451409242688483, | |
| 0.001440266623948773, | |
| 0.001426364814562359, | |
| 0.0013878788166998648, | |
| 0.0013840417802099194, | |
| 0.0013227278143852301, | |
| 0.0011661073188721175, | |
| 0.0011458624419445386, | |
| 0.0010468251232792654, | |
| 0.0010276394485887997, | |
| 0.000969438934443813, | |
| 0.0008722721816721533, | |
| 0.0008034314259433438, | |
| 0.0006926070967361905, | |
| 0.0006390412239043412, | |
| 0.0006338142586692758, | |
| 0.0005953332089163291, | |
| 0.0005567954778872465, | |
| 0.0005509414314490272, | |
| 0.00048298429522509464, | |
| 0.0004160161407912574, | |
| 0.00040436240203430305, | |
| 0.00038793754670491835, | |
| 0.0003252870760227501, | |
| 0.00031377790695701725, | |
| 0.00029865261241649555, | |
| 0.00024026595932267396, | |
| 0.00022404091445949638, | |
| 0.00021419969181435723, | |
| 0.00021358543007838433, | |
| 0.0002077631391634905, | |
| 0.0001819768607310632, | |
| 0.00016023042736898412, | |
| 0.00010238622548013031, | |
| 6.670426979170774e-05, | |
| 6.246455817159287e-05, | |
| 5.4125893707275056e-05, | |
| 4.071786758416065e-05, | |
| 2.8544138176370106e-05, | |
| 2.842027304696264e-05, | |
| 1.1584596633358256e-05, | |
| 1.569841150085646e-06, | |
| 1.1660429125211696e-06, | |
| 3.97326758042706e-07, | |
| 3.097720492815727e-19 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 77.14285714285714, | |
| "precision": 80.47619047619047, | |
| "recall": 76.66666666666666, | |
| "f1": 75.22344322344323 | |
| }, | |
| "selection": { | |
| "precision": 3.4821411342156154, | |
| "recall": 1.0, | |
| "f1": 1.5531981900304423, | |
| "jaccard": 0.783483911348734 | |
| } | |
| } | |
| } |