{ | |
"significant_genes": { | |
"Variable": [ | |
"PSMB1", | |
"CT47A11", | |
"OR51M1", | |
"TRIM51", | |
"GNPDA2", | |
"NAAA", | |
"CALML5", | |
"IRF8", | |
"TBC1D21", | |
"TRRAP", | |
"SMCO1", | |
"KCNK7", | |
"MYH2", | |
"LCNL1", | |
"TMEM114", | |
"LHFPL3", | |
"DUSP5P1", | |
"NMBR", | |
"S100Z", | |
"TKTL2", | |
"PRM2", | |
"SNAR-C4", | |
"RAG1", | |
"DHX40P1", | |
"FAM238A", | |
"CATSPER4", | |
"B4GALNT2", | |
"STARD6", | |
"APOL4", | |
"FGF16", | |
"PCDHA4", | |
"DLL3", | |
"SYS1-DBNDD2", | |
"KRT38", | |
"ZNF253", | |
"DPEP3", | |
"RBMY1A3P", | |
"MB21D2", | |
"OR2C3", | |
"NTN5", | |
"ASTL", | |
"ZNF14", | |
"HS6ST2", | |
"LGR6", | |
"ZNF19", | |
"DAZ4", | |
"METTL2B", | |
"ARHGAP44", | |
"EN1", | |
"REN", | |
"SNORA79", | |
"CHIT1", | |
"SNAR-F", | |
"LINC01600", | |
"PRR25", | |
"WFDC9", | |
"CENPW", | |
"C3orf38", | |
"GPR19", | |
"CCDC42", | |
"AKR1C8", | |
"SLC38A7", | |
"NT5C3B", | |
"NUTM2A", | |
"BPGM", | |
"IL3", | |
"SPDYE6", | |
"MORN1", | |
"TTTY4C", | |
"TSNAX-DISC1", | |
"YWHAG", | |
"UTS2B", | |
"SEC31A", | |
"FREY1", | |
"FAM157B", | |
"NPY5R", | |
"OR2T35", | |
"VPS35", | |
"SNORA65", | |
"ERC2-IT1", | |
"HLA-J", | |
"PPBP", | |
"KRT72", | |
"SPATA22", | |
"SPATA31J1", | |
"CDK11A", | |
"UNCX", | |
"PNPLA4", | |
"TRIM58", | |
"IAPP", | |
"PLAC1", | |
"SCGB2B2", | |
"OR2A12", | |
"ECHDC3", | |
"UST", | |
"FAM25G", | |
"PABPC1L2A", | |
"NPSR1", | |
"CPB1", | |
"HAR1B", | |
"ACSS1", | |
"FAM185A", | |
"PXYLP1", | |
"RAB11FIP1", | |
"VWA3A", | |
"RP1", | |
"C9orf72", | |
"NEK10", | |
"FAM27E5", | |
"PRR4", | |
"RAB9BP1", | |
"RSU1", | |
"RFPL3", | |
"CLEC4F", | |
"DMC1", | |
"SPATS1", | |
"BARHL1", | |
"CLEC12B", | |
"SLPI", | |
"LIMS3-LOC440895", | |
"TAAR9", | |
"ZNF114", | |
"IL1RAPL1", | |
"IFNW1", | |
"NUDT9P1", | |
"AIRE", | |
"GMPR2", | |
"PITX2", | |
"RPL23AP7", | |
"PCOTH", | |
"MMAA", | |
"KLKB1", | |
"FGF7P6", | |
"TMEM31", | |
"TMEM143", | |
"SLC44A1", | |
"INSYN2A", | |
"OR12D2", | |
"IGFBP1", | |
"LPO", | |
"PTPN18", | |
"OR2T33", | |
"GALT", | |
"IL23R", | |
"MSL1", | |
"DNAAF6", | |
"CTRB2", | |
"CHRNA1", | |
"GUSBP1", | |
"SNORA36C", | |
"PRLHR", | |
"ZFP37", | |
"ZNF330", | |
"NPC1", | |
"FBXO10", | |
"FOXI3", | |
"ATP13A5", | |
"GJC3", | |
"LOC389705", | |
"KRT86", | |
"PICSAR", | |
"NPFFR2", | |
"ADGRA1", | |
"CETN4P", | |
"MTMR9", | |
"CRYAA", | |
"CLC", | |
"LINC00652", | |
"CDK6", | |
"KRT81", | |
"SLC7A3", | |
"KCNJ3", | |
"CIMAP1C", | |
"POM121L10P", | |
"SPATA32", | |
"MYBPH", | |
"TRHR", | |
"TATDN2", | |
"SLC14A1", | |
"ZNF833P", | |
"DEFB134", | |
"AADACL4", | |
"ABRA", | |
"H2BC10", | |
"ACR", | |
"CFHR1", | |
"C3P1", | |
"CARD17P", | |
"DEFB109A", | |
"BSDC1", | |
"KRTAP4-4", | |
"CLLU1", | |
"UBE2U", | |
"SEC1P", | |
"MAGED4", | |
"MGC27382", | |
"CRISP2", | |
"DNAH17", | |
"H2AC21", | |
"TBX20", | |
"PPP1R27", | |
"DCAF10", | |
"SPATA18", | |
"PIGL", | |
"MFSD2A", | |
"CSNK1G2-AS1", | |
"GGT6", | |
"ARSH", | |
"GSTM1", | |
"TLCD4", | |
"RGS8", | |
"CDH8", | |
"MEPE", | |
"ZNF613", | |
"DUSP4", | |
"FAM151B", | |
"FAM136BP", | |
"VRTN", | |
"C6orf58", | |
"RLN3", | |
"PF4", | |
"CX3CR1", | |
"MAST1", | |
"PGM2", | |
"IFNA5", | |
"COLEC11", | |
"HOXC5", | |
"SULT4A1", | |
"KRT222", | |
"SLC6A3", | |
"RASAL1", | |
"PEG3-AS1", | |
"WT1", | |
"ANXA13", | |
"LOC100192426", | |
"CMA1", | |
"MICA", | |
"CTSL3P", | |
"KRT77", | |
"SNORA59B", | |
"CPN2", | |
"STEEP1", | |
"PCDHGA10", | |
"ANKK1", | |
"INSL4", | |
"TPSG1", | |
"LINC00323", | |
"ABRAXAS1", | |
"TP53TG5", | |
"PFKP", | |
"HDAC1", | |
"PRR20B", | |
"EFNB2", | |
"TNK2", | |
"SCARNA14", | |
"FAM138E", | |
"FAM227B", | |
"SNAR-A13", | |
"SNORD115-20", | |
"SNORA35", | |
"RBMY1B", | |
"OR2T29", | |
"SNAR-E", | |
"TSSK2", | |
"PRR20C", | |
"SNAR-B2", | |
"TTTY17B", | |
"SNAR-C2" | |
], | |
"Coefficient": [ | |
-3.3940722654237514, | |
-3.0960766376524997, | |
-3.0852444625902113, | |
2.603193817628249, | |
-2.388981870299527, | |
-2.233845320954369, | |
2.121774639956569, | |
2.107675452780101, | |
-1.8794591587718044, | |
-1.7935266098439724, | |
-1.7436053833800396, | |
1.6376800886565186, | |
-1.5911146382424861, | |
-1.5905241670434183, | |
1.5389820363969484, | |
1.4677764664392263, | |
1.4320444034037076, | |
1.4279403671461273, | |
1.4238133122118717, | |
-1.4152868649132881, | |
-1.4140181122684596, | |
1.4079263115116842, | |
-1.362992665794576, | |
-1.3394383036847393, | |
-1.3355394344309253, | |
-1.3098115747141834, | |
1.267632526723815, | |
1.2456792279955127, | |
1.2188719597925337, | |
1.205010166944765, | |
-1.1664327160755548, | |
1.165771623960801, | |
1.155989927100165, | |
-1.120951096502994, | |
1.1163492769639325, | |
1.1161818357237394, | |
-1.1002598323590076, | |
1.0879891961548065, | |
1.0553274390163367, | |
1.0546899285968356, | |
1.0376814786170265, | |
1.0357349673669924, | |
1.032523629951149, | |
1.0271775942426857, | |
-1.0122961250541553, | |
1.0064791719186703, | |
0.9797659402208323, | |
-0.9174184515632642, | |
-0.9160370578194162, | |
0.9032761757062222, | |
0.8973949580558865, | |
-0.8858669853319961, | |
0.8831642036187809, | |
-0.8813841864325914, | |
-0.8794472150563751, | |
-0.8660260995749316, | |
-0.8632335472816582, | |
0.850026984322157, | |
0.8473217650992041, | |
0.8348200298963508, | |
0.8347186979252548, | |
0.8336015263907666, | |
-0.8178449695028479, | |
0.8084939949585682, | |
0.7997206004468977, | |
0.7975001462206737, | |
-0.7962862954807168, | |
0.7840594665261653, | |
0.7822917633773219, | |
-0.7673233810465108, | |
-0.7671405792606673, | |
0.7639530566624468, | |
-0.7624498332835956, | |
0.7569526463173917, | |
0.7371212793468779, | |
-0.7208850806998401, | |
0.7088213031131324, | |
0.707846314009414, | |
-0.7070509873516251, | |
0.6948170655234353, | |
-0.6649707645303387, | |
0.6631439816461266, | |
-0.6606092122399133, | |
-0.6564801655592398, | |
0.6444914003345805, | |
0.61204473820364, | |
0.611826078239632, | |
-0.6056361041863, | |
0.5987275269770403, | |
0.5836335996725852, | |
0.5827547423463003, | |
-0.5792109634630849, | |
-0.5767602425106152, | |
0.572728837163044, | |
0.5679765221263893, | |
-0.5592298451901936, | |
-0.5540673276400593, | |
-0.5537499338133539, | |
-0.5528833691272079, | |
-0.5475079595419897, | |
0.5454729361990176, | |
-0.5443490838355771, | |
0.5436171227498316, | |
0.5434382254150131, | |
0.5427155883267207, | |
0.5409443565644737, | |
0.5361150044590237, | |
0.5324430145174263, | |
-0.5299757437749298, | |
-0.5290855229431328, | |
-0.52436021251447, | |
-0.5216108620934565, | |
-0.5202528624133579, | |
0.4957242829594087, | |
-0.49171885105506186, | |
0.4895598031512149, | |
-0.48295446122528973, | |
0.46594303867279513, | |
-0.4641322977151097, | |
0.4538502985586938, | |
0.4499524504174613, | |
0.44340287000126666, | |
0.4356690474567411, | |
-0.4248753781975861, | |
0.42374829377366235, | |
0.4221688373508146, | |
-0.4153758946962043, | |
-0.4142715011357873, | |
-0.41333456354422826, | |
-0.41168705024734475, | |
-0.40020167600394285, | |
-0.395106311633184, | |
-0.39231814743686877, | |
-0.3916705064867379, | |
-0.38099694705668646, | |
0.37846788179346064, | |
-0.37846380640159355, | |
0.37567947908949917, | |
0.37504607560989417, | |
-0.3726547704777881, | |
-0.36712547122849815, | |
0.36625946416802, | |
0.3653473692904708, | |
-0.36495463053556465, | |
-0.36302460756560395, | |
-0.35023123197487305, | |
-0.34545776663415567, | |
-0.3393959673535499, | |
0.3345634781930212, | |
-0.3293569787975882, | |
-0.32927045195699717, | |
0.3225216567354297, | |
-0.3118997331325971, | |
0.3113322143482622, | |
0.29934597312615285, | |
0.28372317780154654, | |
0.27781508010102357, | |
-0.2773830525903521, | |
0.27725507302428604, | |
-0.27721226771519547, | |
-0.27624918701704404, | |
-0.2639912565142533, | |
-0.2625766389932571, | |
-0.26257266074580593, | |
0.2572029501271878, | |
0.25371257389282714, | |
-0.253185122095842, | |
0.25237118254923513, | |
-0.25194926184837707, | |
-0.2511106131800154, | |
-0.2486461063394185, | |
0.24788056074778222, | |
0.24654606149115463, | |
0.24129262544992996, | |
0.23848999979250768, | |
-0.23413414884038775, | |
-0.23072403871586222, | |
-0.22966483484331318, | |
0.22953465959743288, | |
-0.2288080964209387, | |
0.22176554847720506, | |
-0.22115832186962708, | |
-0.219225696795457, | |
-0.2150770418948596, | |
0.2048976173409197, | |
0.2029441705682724, | |
0.19974924166603727, | |
-0.1981150116974968, | |
-0.1976327757840273, | |
0.19637725444697823, | |
-0.19563372339086832, | |
0.1846092458236947, | |
-0.18289533092406576, | |
0.17857992957976115, | |
-0.17551596775404268, | |
0.17197805081325532, | |
-0.17195022333690838, | |
-0.17175569897316773, | |
-0.17061720650792742, | |
-0.16336839591097657, | |
-0.1615382301494366, | |
0.1600809325627529, | |
-0.15569972555453454, | |
0.15442496051835497, | |
0.15286188821925226, | |
0.13666076900111213, | |
0.13163172478667487, | |
0.12587767459716115, | |
0.12514451017381895, | |
-0.12224143838329106, | |
-0.1201557483809255, | |
0.11442586682361418, | |
0.1118093124332815, | |
0.11111777630849921, | |
0.09760285898532056, | |
-0.09429330298434654, | |
0.0935321439338879, | |
0.0927744957120581, | |
-0.09206588192837784, | |
-0.0911751463801412, | |
-0.08605996029428895, | |
0.0831481403677675, | |
-0.08163016204831464, | |
-0.07985023310521636, | |
0.0785088951747297, | |
0.07625170911377183, | |
-0.07622124726623936, | |
0.06549799322454722, | |
-0.063635737015295, | |
-0.06304807850666293, | |
-0.06291212140557487, | |
-0.05931436277457267, | |
-0.05669677154705286, | |
0.0515674619462301, | |
-0.046834793750199485, | |
-0.04338896321434506, | |
0.04158734403175747, | |
-0.03913576730052459, | |
0.033803478640720815, | |
-0.03232934315848763, | |
-0.028966711479667014, | |
-0.0256284742895515, | |
0.02537653005527956, | |
0.021417779917738043, | |
-0.020799448444668592, | |
-0.019448939844357253, | |
-0.018942184956285205, | |
-0.018722105985448326, | |
-0.0170273149667441, | |
-0.017015676667979675, | |
0.01514713009331354, | |
-0.014568891458763264, | |
0.013583798649703068, | |
0.010049732487429604, | |
0.009880913092502785, | |
0.008643534608446059, | |
-0.004577155815304429, | |
-0.000805965549127849, | |
0.0004913639432814693, | |
0.0003621568861130117, | |
0.00019221439629037005, | |
-6.658409620596497e-05, | |
-4.753219617292522e-05, | |
-1.238687288470258e-06, | |
-2.8791024713532326e-15, | |
2.002853893115292e-15, | |
2.503567366394115e-16, | |
1.2517836831970575e-16 | |
], | |
"Absolute Coefficient": [ | |
3.3940722654237514, | |
3.0960766376524997, | |
3.0852444625902113, | |
2.603193817628249, | |
2.388981870299527, | |
2.233845320954369, | |
2.121774639956569, | |
2.107675452780101, | |
1.8794591587718044, | |
1.7935266098439724, | |
1.7436053833800396, | |
1.6376800886565186, | |
1.5911146382424861, | |
1.5905241670434183, | |
1.5389820363969484, | |
1.4677764664392263, | |
1.4320444034037076, | |
1.4279403671461273, | |
1.4238133122118717, | |
1.4152868649132881, | |
1.4140181122684596, | |
1.4079263115116842, | |
1.362992665794576, | |
1.3394383036847393, | |
1.3355394344309253, | |
1.3098115747141834, | |
1.267632526723815, | |
1.2456792279955127, | |
1.2188719597925337, | |
1.205010166944765, | |
1.1664327160755548, | |
1.165771623960801, | |
1.155989927100165, | |
1.120951096502994, | |
1.1163492769639325, | |
1.1161818357237394, | |
1.1002598323590076, | |
1.0879891961548065, | |
1.0553274390163367, | |
1.0546899285968356, | |
1.0376814786170265, | |
1.0357349673669924, | |
1.032523629951149, | |
1.0271775942426857, | |
1.0122961250541553, | |
1.0064791719186703, | |
0.9797659402208323, | |
0.9174184515632642, | |
0.9160370578194162, | |
0.9032761757062222, | |
0.8973949580558865, | |
0.8858669853319961, | |
0.8831642036187809, | |
0.8813841864325914, | |
0.8794472150563751, | |
0.8660260995749316, | |
0.8632335472816582, | |
0.850026984322157, | |
0.8473217650992041, | |
0.8348200298963508, | |
0.8347186979252548, | |
0.8336015263907666, | |
0.8178449695028479, | |
0.8084939949585682, | |
0.7997206004468977, | |
0.7975001462206737, | |
0.7962862954807168, | |
0.7840594665261653, | |
0.7822917633773219, | |
0.7673233810465108, | |
0.7671405792606673, | |
0.7639530566624468, | |
0.7624498332835956, | |
0.7569526463173917, | |
0.7371212793468779, | |
0.7208850806998401, | |
0.7088213031131324, | |
0.707846314009414, | |
0.7070509873516251, | |
0.6948170655234353, | |
0.6649707645303387, | |
0.6631439816461266, | |
0.6606092122399133, | |
0.6564801655592398, | |
0.6444914003345805, | |
0.61204473820364, | |
0.611826078239632, | |
0.6056361041863, | |
0.5987275269770403, | |
0.5836335996725852, | |
0.5827547423463003, | |
0.5792109634630849, | |
0.5767602425106152, | |
0.572728837163044, | |
0.5679765221263893, | |
0.5592298451901936, | |
0.5540673276400593, | |
0.5537499338133539, | |
0.5528833691272079, | |
0.5475079595419897, | |
0.5454729361990176, | |
0.5443490838355771, | |
0.5436171227498316, | |
0.5434382254150131, | |
0.5427155883267207, | |
0.5409443565644737, | |
0.5361150044590237, | |
0.5324430145174263, | |
0.5299757437749298, | |
0.5290855229431328, | |
0.52436021251447, | |
0.5216108620934565, | |
0.5202528624133579, | |
0.4957242829594087, | |
0.49171885105506186, | |
0.4895598031512149, | |
0.48295446122528973, | |
0.46594303867279513, | |
0.4641322977151097, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 92.22222222222221, | |
"precision": 92.22222222222221, | |
"recall": 100.0, | |
"f1": 95.94680356415742 | |
}, | |
"selection": { | |
"precision": 0.1613139279616229, | |
"recall": 1.176470588235294, | |
"f1": 0.2837200528202226, | |
"jaccard": 0.1423649812544331 | |
} | |
} | |
} |