| { | |
| "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": [ | |
| -0.037059073899230445, | |
| 0.030789094403853058, | |
| -0.02793913647276765, | |
| -0.026651879083830186, | |
| -0.02384836850615529, | |
| -0.023638241289738352, | |
| 0.0226326636773041, | |
| 0.02167878797701776, | |
| 0.021611808924352997, | |
| 0.02122141662155185, | |
| 0.020901475336105153, | |
| 0.02066699082820477, | |
| -0.01827027088034214, | |
| 0.016371452806239955, | |
| -0.016348679115772105, | |
| -0.015063609001167919, | |
| -0.01492683265749065, | |
| -0.014867000096121652, | |
| -0.014631118756854748, | |
| -0.014209392240254477, | |
| 0.012763734902041132, | |
| 0.01264309852062973, | |
| 0.012102312567880774, | |
| -0.011803963637437166, | |
| -0.01177819203832779, | |
| 0.01164082571014753, | |
| 0.011486364614361356, | |
| -0.011295461167224775, | |
| -0.010546523710642831, | |
| -0.01008560710260816, | |
| 0.009917498344054292, | |
| -0.009914271495651703, | |
| -0.009716508495975173, | |
| 0.009551063616692567, | |
| 0.008987953043252757, | |
| 0.00871220112079139, | |
| 0.008490330535917407, | |
| -0.008353181494482182, | |
| -0.008121814346072093, | |
| -0.00802977832878154, | |
| 0.007928536584396212, | |
| -0.007776573979169719, | |
| 0.0073372083216200765, | |
| 0.007300326565718344, | |
| 0.007206621791192816, | |
| 0.007137050219598773, | |
| -0.006685917429591876, | |
| 0.006576426573597833, | |
| 0.006435523659343293, | |
| 0.006241635097293656, | |
| 0.006203894150625434, | |
| -0.006174665006202595, | |
| -0.005279299446860571, | |
| 0.005222135707147749, | |
| 0.005183412187204669, | |
| -0.005109417833831092, | |
| -0.005066674664805434, | |
| 0.0050205851519111114, | |
| 0.004991024201022855, | |
| 0.004587491216935581, | |
| -0.0043671549800967865, | |
| -0.004170861717916576, | |
| 0.004059015996338509, | |
| 0.003971951813110196, | |
| -0.003869282598591073, | |
| 0.0037631986282557323, | |
| 0.0037444226577860165, | |
| -0.0036793300760295283, | |
| -0.003650205455955886, | |
| -0.003410028563493609, | |
| 0.0033296213355842315, | |
| 0.0031611648799928283, | |
| -0.003139345898201189, | |
| -0.0028422217026643675, | |
| 0.00284011460439528, | |
| 0.002650055667647719, | |
| 0.0025873186178618666, | |
| -0.0022174194293609465, | |
| -0.0021876306928773986, | |
| 0.002022589151371237, | |
| -0.00199830959418738, | |
| -0.0018521469020606489, | |
| 0.0017940686164080349, | |
| 0.0017357783807056596, | |
| 0.001431767584983692, | |
| -0.0012467818610213527, | |
| 0.0011447107630697202, | |
| 0.0009894845846491376, | |
| -0.0009770456120531828, | |
| -0.0009746241726787567, | |
| 0.0009724204277648797, | |
| 0.0009497935152554863, | |
| 0.0009152703809806056, | |
| 0.0008638983840959257, | |
| -0.0008280522569392379, | |
| 0.0006983221830589715, | |
| 0.000686027787769518, | |
| 0.0006281138217722566, | |
| 0.000576413796771713, | |
| 0.0004425389995670405, | |
| 0.00032802975214837974, | |
| -0.0002705254195977335, | |
| -0.00023267824377125922, | |
| 0.0002287260708132883, | |
| -5.551258304052579e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.037059073899230445, | |
| 0.030789094403853058, | |
| 0.02793913647276765, | |
| 0.026651879083830186, | |
| 0.02384836850615529, | |
| 0.023638241289738352, | |
| 0.0226326636773041, | |
| 0.02167878797701776, | |
| 0.021611808924352997, | |
| 0.02122141662155185, | |
| 0.020901475336105153, | |
| 0.02066699082820477, | |
| 0.01827027088034214, | |
| 0.016371452806239955, | |
| 0.016348679115772105, | |
| 0.015063609001167919, | |
| 0.01492683265749065, | |
| 0.014867000096121652, | |
| 0.014631118756854748, | |
| 0.014209392240254477, | |
| 0.012763734902041132, | |
| 0.01264309852062973, | |
| 0.012102312567880774, | |
| 0.011803963637437166, | |
| 0.01177819203832779, | |
| 0.01164082571014753, | |
| 0.011486364614361356, | |
| 0.011295461167224775, | |
| 0.010546523710642831, | |
| 0.01008560710260816, | |
| 0.009917498344054292, | |
| 0.009914271495651703, | |
| 0.009716508495975173, | |
| 0.009551063616692567, | |
| 0.008987953043252757, | |
| 0.00871220112079139, | |
| 0.008490330535917407, | |
| 0.008353181494482182, | |
| 0.008121814346072093, | |
| 0.00802977832878154, | |
| 0.007928536584396212, | |
| 0.007776573979169719, | |
| 0.0073372083216200765, | |
| 0.007300326565718344, | |
| 0.007206621791192816, | |
| 0.007137050219598773, | |
| 0.006685917429591876, | |
| 0.006576426573597833, | |
| 0.006435523659343293, | |
| 0.006241635097293656, | |
| 0.006203894150625434, | |
| 0.006174665006202595, | |
| 0.005279299446860571, | |
| 0.005222135707147749, | |
| 0.005183412187204669, | |
| 0.005109417833831092, | |
| 0.005066674664805434, | |
| 0.0050205851519111114, | |
| 0.004991024201022855, | |
| 0.004587491216935581, | |
| 0.0043671549800967865, | |
| 0.004170861717916576, | |
| 0.004059015996338509, | |
| 0.003971951813110196, | |
| 0.003869282598591073, | |
| 0.0037631986282557323, | |
| 0.0037444226577860165, | |
| 0.0036793300760295283, | |
| 0.003650205455955886, | |
| 0.003410028563493609, | |
| 0.0033296213355842315, | |
| 0.0031611648799928283, | |
| 0.003139345898201189, | |
| 0.0028422217026643675, | |
| 0.00284011460439528, | |
| 0.002650055667647719, | |
| 0.0025873186178618666, | |
| 0.0022174194293609465, | |
| 0.0021876306928773986, | |
| 0.002022589151371237, | |
| 0.00199830959418738, | |
| 0.0018521469020606489, | |
| 0.0017940686164080349, | |
| 0.0017357783807056596, | |
| 0.001431767584983692, | |
| 0.0012467818610213527, | |
| 0.0011447107630697202, | |
| 0.0009894845846491376, | |
| 0.0009770456120531828, | |
| 0.0009746241726787567, | |
| 0.0009724204277648797, | |
| 0.0009497935152554863, | |
| 0.0009152703809806056, | |
| 0.0008638983840959257, | |
| 0.0008280522569392379, | |
| 0.0006983221830589715, | |
| 0.000686027787769518, | |
| 0.0006281138217722566, | |
| 0.000576413796771713, | |
| 0.0004425389995670405, | |
| 0.00032802975214837974, | |
| 0.0002705254195977335, | |
| 0.00023267824377125922, | |
| 0.0002287260708132883, | |
| 5.551258304052579e-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 | |
| } | |
| } | |
| } |