| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "PFN1", | |
| "CMTR1", | |
| "CSTB", | |
| "RBBP8", | |
| "WNT8B", | |
| "LMBRD2", | |
| "PPM1G", | |
| "EHBP1L1", | |
| "EHMT2", | |
| "TRIM29", | |
| "ATF6B", | |
| "WDR45", | |
| "WDR70", | |
| "SHOX2", | |
| "FABP4", | |
| "ZNF746", | |
| "S100P", | |
| "CST8", | |
| "SLC19A1", | |
| "SLC16A7", | |
| "FBXO44", | |
| "BIK", | |
| "CERKL", | |
| "ZFYVE16", | |
| "PER3", | |
| "DNASE2B", | |
| "H3C1", | |
| "QSER1", | |
| "TSPAN18", | |
| "DDX42", | |
| "RASSF8", | |
| "SNORD2", | |
| "ZNF280C", | |
| "TRABD", | |
| "ZNF169", | |
| "GEMIN7", | |
| "TOP3B", | |
| "MSANTD3", | |
| "MRPL57", | |
| "ARL2BP", | |
| "HSPA1L", | |
| "PPP2R2C", | |
| "ZNF581", | |
| "ITPA", | |
| "ERCC4", | |
| "GFOD2", | |
| "IL23R", | |
| "CABYR", | |
| "RAB24", | |
| "C9orf163", | |
| "ANKS3", | |
| "NDUFV1-DT", | |
| "FOXL1", | |
| "GLIS3", | |
| "GORASP2", | |
| "GRB7", | |
| "SPTA1", | |
| "UGT2B15", | |
| "ESRRAP2", | |
| "CYP1A2", | |
| "PAQR5", | |
| "TMEM240", | |
| "RAD54L2", | |
| "CACNG1", | |
| "UNC45B", | |
| "CTXN1", | |
| "NLRP9", | |
| "SNRNP27", | |
| "GK5", | |
| "MTRNR2L1", | |
| "SLC25A27", | |
| "ZNF440", | |
| "CALM2", | |
| "DNAH14", | |
| "NOA1", | |
| "VN1R2", | |
| "MYOCD", | |
| "SYT15", | |
| "RGPD5", | |
| "RAB43", | |
| "H2BC15", | |
| "BOP1", | |
| "ZKSCAN3", | |
| "HTR3B", | |
| "THADA", | |
| "PLN", | |
| "ZNF878", | |
| "OR2L2", | |
| "TMEM215", | |
| "PPP1R16B", | |
| "ZXDC", | |
| "ABHD16B", | |
| "ABTB1", | |
| "FAM83H", | |
| "PTPRJ", | |
| "LAMB2P1", | |
| "ALDH1A1", | |
| "SLC25A37", | |
| "DHX58", | |
| "SPATA31E1", | |
| "GPR27", | |
| "RAB14", | |
| "ATP6V1G1", | |
| "LNP1", | |
| "SUMF2" | |
| ], | |
| "Coefficient": [ | |
| -0.03705907389923038, | |
| 0.030789094403852905, | |
| -0.027939136472767804, | |
| -0.026651879083830238, | |
| -0.02384836850615533, | |
| -0.023638241289738477, | |
| 0.02263266367730415, | |
| 0.02167878797701815, | |
| 0.02161180892435292, | |
| 0.02122141662155189, | |
| 0.020901475336105205, | |
| 0.020666990828204654, | |
| -0.01827027088034214, | |
| 0.016371452806239955, | |
| -0.016348679115771845, | |
| -0.01506360900116809, | |
| -0.014926832657490573, | |
| -0.014867000096121715, | |
| -0.014631118756854786, | |
| -0.014209392240254207, | |
| 0.012763734902041414, | |
| 0.012643098520629772, | |
| 0.012102312567880797, | |
| -0.011803963637437197, | |
| -0.0117781920383276, | |
| 0.011640825710147545, | |
| 0.011486364614361245, | |
| -0.011295461167224937, | |
| -0.010546523710642658, | |
| -0.010085607102608128, | |
| 0.009917498344054228, | |
| -0.009914271495651635, | |
| -0.009716508495975254, | |
| 0.0095510636166926, | |
| 0.008987953043252703, | |
| 0.008712201120791244, | |
| 0.008490330535917398, | |
| -0.008353181494482097, | |
| -0.008121814346071907, | |
| -0.008029778328781404, | |
| 0.007928536584396033, | |
| -0.007776573979169643, | |
| 0.007337208321619671, | |
| 0.007300326565718578, | |
| 0.0072066217911927214, | |
| 0.007137050219598868, | |
| -0.006685917429591991, | |
| 0.0065764265735978305, | |
| 0.0064355236593428835, | |
| 0.006241635097293739, | |
| 0.006203894150625427, | |
| -0.006174665006202532, | |
| -0.005279299446860762, | |
| 0.00522213570714774, | |
| 0.0051834121872049894, | |
| -0.005109417833831063, | |
| -0.0050666746648053195, | |
| 0.005020585151911181, | |
| 0.004991024201022791, | |
| 0.004587491216935409, | |
| -0.004367154980096761, | |
| -0.00417086171791643, | |
| 0.004059015996338693, | |
| 0.003971951813110191, | |
| -0.0038692825985910933, | |
| 0.0037631986282556976, | |
| 0.003744422657785858, | |
| -0.003679330076029578, | |
| -0.0036502054559560443, | |
| -0.0034100285634933837, | |
| 0.0033296213355843316, | |
| 0.003161164879992857, | |
| -0.003139345898201394, | |
| -0.002842221702664226, | |
| 0.002840114604395454, | |
| 0.002650055667647757, | |
| 0.0025873186178620522, | |
| -0.00221741942936104, | |
| -0.002187630692877164, | |
| 0.0020225891513712324, | |
| -0.00199830959418748, | |
| -0.0018521469020606948, | |
| 0.001794068616408165, | |
| 0.001735778380705658, | |
| 0.001431767584983895, | |
| -0.001246781861021251, | |
| 0.001144710763069717, | |
| 0.000989484584648971, | |
| -0.0009770456120530447, | |
| -0.0009746241726786663, | |
| 0.000972420427765097, | |
| 0.0009497935152554958, | |
| 0.0009152703809810972, | |
| 0.0008638983840958005, | |
| -0.0008280522569395471, | |
| 0.000698322183059016, | |
| 0.0006860277877694816, | |
| 0.0006281138217721932, | |
| 0.0005764137967716273, | |
| 0.0004425389995671642, | |
| 0.0003280297521483972, | |
| -0.00027052541959779057, | |
| -0.00023267824377094361, | |
| 0.0002287260708135738, | |
| -5.5512583040210166e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.03705907389923038, | |
| 0.030789094403852905, | |
| 0.027939136472767804, | |
| 0.026651879083830238, | |
| 0.02384836850615533, | |
| 0.023638241289738477, | |
| 0.02263266367730415, | |
| 0.02167878797701815, | |
| 0.02161180892435292, | |
| 0.02122141662155189, | |
| 0.020901475336105205, | |
| 0.020666990828204654, | |
| 0.01827027088034214, | |
| 0.016371452806239955, | |
| 0.016348679115771845, | |
| 0.01506360900116809, | |
| 0.014926832657490573, | |
| 0.014867000096121715, | |
| 0.014631118756854786, | |
| 0.014209392240254207, | |
| 0.012763734902041414, | |
| 0.012643098520629772, | |
| 0.012102312567880797, | |
| 0.011803963637437197, | |
| 0.0117781920383276, | |
| 0.011640825710147545, | |
| 0.011486364614361245, | |
| 0.011295461167224937, | |
| 0.010546523710642658, | |
| 0.010085607102608128, | |
| 0.009917498344054228, | |
| 0.009914271495651635, | |
| 0.009716508495975254, | |
| 0.0095510636166926, | |
| 0.008987953043252703, | |
| 0.008712201120791244, | |
| 0.008490330535917398, | |
| 0.008353181494482097, | |
| 0.008121814346071907, | |
| 0.008029778328781404, | |
| 0.007928536584396033, | |
| 0.007776573979169643, | |
| 0.007337208321619671, | |
| 0.007300326565718578, | |
| 0.0072066217911927214, | |
| 0.007137050219598868, | |
| 0.006685917429591991, | |
| 0.0065764265735978305, | |
| 0.0064355236593428835, | |
| 0.006241635097293739, | |
| 0.006203894150625427, | |
| 0.006174665006202532, | |
| 0.005279299446860762, | |
| 0.00522213570714774, | |
| 0.0051834121872049894, | |
| 0.005109417833831063, | |
| 0.0050666746648053195, | |
| 0.005020585151911181, | |
| 0.004991024201022791, | |
| 0.004587491216935409, | |
| 0.004367154980096761, | |
| 0.00417086171791643, | |
| 0.004059015996338693, | |
| 0.003971951813110191, | |
| 0.0038692825985910933, | |
| 0.0037631986282556976, | |
| 0.003744422657785858, | |
| 0.003679330076029578, | |
| 0.0036502054559560443, | |
| 0.0034100285634933837, | |
| 0.0033296213355843316, | |
| 0.003161164879992857, | |
| 0.003139345898201394, | |
| 0.002842221702664226, | |
| 0.002840114604395454, | |
| 0.002650055667647757, | |
| 0.0025873186178620522, | |
| 0.00221741942936104, | |
| 0.002187630692877164, | |
| 0.0020225891513712324, | |
| 0.00199830959418748, | |
| 0.0018521469020606948, | |
| 0.001794068616408165, | |
| 0.001735778380705658, | |
| 0.001431767584983895, | |
| 0.001246781861021251, | |
| 0.001144710763069717, | |
| 0.000989484584648971, | |
| 0.0009770456120530447, | |
| 0.0009746241726786663, | |
| 0.000972420427765097, | |
| 0.0009497935152554958, | |
| 0.0009152703809810972, | |
| 0.0008638983840958005, | |
| 0.0008280522569395471, | |
| 0.000698322183059016, | |
| 0.0006860277877694816, | |
| 0.0006281138217721932, | |
| 0.0005764137967716273, | |
| 0.0004425389995671642, | |
| 0.0003280297521483972, | |
| 0.00027052541959779057, | |
| 0.00023267824377094361, | |
| 0.0002287260708135738, | |
| 5.5512583040210166e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.43524541691306917, | |
| "recall": 0.5714285714285714, | |
| "f1": 0.49399656946826764, | |
| "jaccard": 0.24853349799320776 | |
| } | |
| } | |
| } |