{ | |
"significant_genes": { | |
"Variable": [ | |
"PSMB1", | |
"OR51M1", | |
"CT47A11", | |
"TRIM51", | |
"GNPDA2", | |
"NAAA", | |
"CALML5", | |
"IRF8", | |
"TBC1D21", | |
"TRRAP", | |
"SMCO1", | |
"KCNK7", | |
"LCNL1", | |
"MYH2", | |
"TMEM114", | |
"LHFPL3", | |
"DUSP5P1", | |
"PRM2", | |
"NMBR", | |
"S100Z", | |
"TKTL2", | |
"SNAR-C4", | |
"RAG1", | |
"DHX40P1", | |
"FAM238A", | |
"CATSPER4", | |
"B4GALNT2", | |
"APOL4", | |
"STARD6", | |
"FGF16", | |
"SYS1-DBNDD2", | |
"PCDHA4", | |
"DLL3", | |
"ZNF253", | |
"KRT38", | |
"MB21D2", | |
"RBMY1A3P", | |
"DPEP3", | |
"NTN5", | |
"OR2C3", | |
"ASTL", | |
"LGR6", | |
"DAZ4", | |
"HS6ST2", | |
"ZNF14", | |
"METTL2B", | |
"ZNF19", | |
"EN1", | |
"SNORA79", | |
"ARHGAP44", | |
"REN", | |
"SNAR-F", | |
"LINC01600", | |
"CENPW", | |
"CHIT1", | |
"GPR19", | |
"PRR25", | |
"AKR1C8", | |
"WFDC9", | |
"CCDC42", | |
"SLC38A7", | |
"NUTM2A", | |
"C3orf38", | |
"TTTY4C", | |
"NT5C3B", | |
"TSNAX-DISC1", | |
"BPGM", | |
"SPDYE6", | |
"UTS2B", | |
"MORN1", | |
"YWHAG", | |
"IL3", | |
"SEC31A", | |
"FREY1", | |
"OR2T35", | |
"FAM157B", | |
"SNORA65", | |
"ERC2-IT1", | |
"NPY5R", | |
"VPS35", | |
"PPBP", | |
"KRT72", | |
"HLA-J", | |
"SPATA31J1", | |
"SPATA22", | |
"TRIM58", | |
"CDK11A", | |
"UNCX", | |
"PLAC1", | |
"PNPLA4", | |
"NPSR1", | |
"IAPP", | |
"CPB1", | |
"UST", | |
"SCGB2B2", | |
"NEK10", | |
"FAM25G", | |
"OR2A12", | |
"ECHDC3", | |
"PABPC1L2A", | |
"PXYLP1", | |
"FAM185A", | |
"HAR1B", | |
"PRR4", | |
"RFPL3", | |
"C9orf72", | |
"RSU1", | |
"RAB11FIP1", | |
"RAB9BP1", | |
"RP1", | |
"VWA3A", | |
"FAM27E5", | |
"DMC1", | |
"ACSS1", | |
"SPATS1", | |
"BARHL1", | |
"TAAR9", | |
"IL1RAPL1", | |
"SLPI", | |
"CLEC4F", | |
"CLEC12B", | |
"LIMS3-LOC440895", | |
"IFNW1", | |
"NUDT9P1", | |
"ZNF114", | |
"AIRE", | |
"MMAA", | |
"PITX2", | |
"GMPR2", | |
"PCOTH", | |
"OR12D2", | |
"RPL23AP7", | |
"TMEM143", | |
"TMEM31", | |
"SLC44A1", | |
"GALT", | |
"FGF7P6", | |
"IGFBP1", | |
"KLKB1", | |
"LPO", | |
"INSYN2A", | |
"IL23R", | |
"PTPN18", | |
"DNAAF6", | |
"MSL1", | |
"GUSBP1", | |
"OR2T33", | |
"PRLHR", | |
"ZFP37", | |
"CHRNA1", | |
"SNORA36C", | |
"KRT86", | |
"CTRB2", | |
"NPC1", | |
"ZNF330", | |
"FBXO10", | |
"FOXI3", | |
"ATP13A5", | |
"NPFFR2", | |
"SLC14A1", | |
"LOC389705", | |
"GJC3", | |
"CETN4P", | |
"PICSAR", | |
"CIMAP1C", | |
"LINC00652", | |
"ABRA", | |
"ADGRA1", | |
"AADACL4", | |
"MTMR9", | |
"SLC7A3", | |
"CRYAA", | |
"MYBPH", | |
"SPATA32", | |
"KRT81", | |
"DEFB134", | |
"ACR", | |
"POM121L10P", | |
"ZNF833P", | |
"CLC", | |
"CFHR1", | |
"KCNJ3", | |
"CDK6", | |
"BSDC1", | |
"TRHR", | |
"SEC1P", | |
"KRTAP4-4", | |
"C3P1", | |
"TATDN2", | |
"CLLU1", | |
"DEFB109A", | |
"UBE2U", | |
"MGC27382", | |
"CRISP2", | |
"MAGED4", | |
"H2BC10", | |
"CARD17P", | |
"H2AC21", | |
"TBX20", | |
"SPATA18", | |
"RGS8", | |
"PPP1R27", | |
"DNAH17", | |
"DCAF10", | |
"CSNK1G2-AS1", | |
"MFSD2A", | |
"ARSH", | |
"PIGL", | |
"TLCD4", | |
"GSTM1", | |
"GGT6", | |
"ZNF613", | |
"MEPE", | |
"C6orf58", | |
"DUSP4", | |
"FAM136BP", | |
"VRTN", | |
"FAM151B", | |
"IFNA5", | |
"PF4", | |
"HOXC5", | |
"RLN3", | |
"CX3CR1", | |
"PGM2", | |
"SLC6A3", | |
"KRT222", | |
"CDH8", | |
"COLEC11", | |
"SULT4A1", | |
"ANXA13", | |
"PEG3-AS1", | |
"MAST1", | |
"WT1", | |
"RASAL1", | |
"LOC100192426", | |
"KRT77", | |
"CTSL3P", | |
"CPN2", | |
"CMA1", | |
"TNK2", | |
"STEEP1", | |
"MICA", | |
"ABRAXAS1", | |
"FAM138E", | |
"INSL4", | |
"SNORA59B", | |
"FAM227B", | |
"PCDHGA10", | |
"PRR20B", | |
"TP53TG5", | |
"SNAR-I", | |
"LOC283731", | |
"SCARNA14", | |
"SNAR-A13", | |
"SNORD115-20", | |
"SNORA35", | |
"OR2T29", | |
"RBMY1B", | |
"SNAR-E", | |
"TSSK2", | |
"PRR20C", | |
"TTTY17B", | |
"PRR20D", | |
"SNAR-C3", | |
"SNAR-C2", | |
"SNAR-B2" | |
], | |
"Coefficient": [ | |
-3.4189001002975465, | |
-3.1351190520199594, | |
-3.1118962977998343, | |
2.661560196877128, | |
-2.4046513175471187, | |
-2.2161784392240405, | |
2.1522099655387636, | |
2.1341901628121533, | |
-1.8959425233968368, | |
-1.8325958265354725, | |
-1.773051745091052, | |
1.668087797796298, | |
-1.6152972151415017, | |
-1.6052444628469413, | |
1.5511629460684746, | |
1.4803496773942393, | |
1.4602301146390544, | |
-1.4428315395409272, | |
1.4415152122505808, | |
1.4306629927706256, | |
-1.4124114493515483, | |
1.4097866223705053, | |
-1.364000873407827, | |
-1.3593540785934388, | |
-1.3565940982097382, | |
-1.3175507998300824, | |
1.3078947278707538, | |
1.2425135103345166, | |
1.229894632053632, | |
1.2098850941538575, | |
1.1956324549892887, | |
-1.1575704618664309, | |
1.1559296468966063, | |
1.137170650114474, | |
-1.1277046404756097, | |
1.1268321378830264, | |
-1.1094267227330423, | |
1.1087705295441892, | |
1.0595138526551442, | |
1.0562559121178787, | |
1.0468051520497006, | |
1.0393934247136773, | |
1.0358612550867843, | |
1.0335120901645414, | |
1.0204131257588906, | |
1.0011580279801755, | |
-1.000705407171454, | |
-0.9364430267649873, | |
0.9079932454069647, | |
-0.9043233176034039, | |
0.8941115447787762, | |
0.8863562050488383, | |
-0.8857203459341121, | |
-0.878372544819916, | |
-0.87642511051505, | |
0.8753090942450753, | |
-0.8670829420395086, | |
0.8499595390305585, | |
-0.8491443617449651, | |
0.840075059658436, | |
0.8306311977926271, | |
0.8230842566292472, | |
0.8133427562405274, | |
0.8122201041819592, | |
-0.8102804181982705, | |
-0.8068733880093563, | |
0.7958005897765518, | |
-0.7926360446083818, | |
0.7786727094326129, | |
0.7710278779033841, | |
-0.7685088303497958, | |
0.7663628265779391, | |
-0.7626063651052356, | |
0.7450454858714, | |
0.7337130937766547, | |
0.7326504739046661, | |
-0.7237041648647549, | |
0.710412253197374, | |
-0.7048983108900311, | |
0.6887718597852507, | |
0.6858843124654638, | |
-0.6832645325810138, | |
-0.6809429003228351, | |
0.67683179385135, | |
-0.6669064334891568, | |
0.6221362483117747, | |
0.6218553747133377, | |
0.606455838784829, | |
0.6019010639936204, | |
-0.5979997839191301, | |
-0.5965986712682108, | |
0.5922416198718777, | |
-0.5804976275616504, | |
0.5783107728291779, | |
-0.5749031009321103, | |
0.5738899190215822, | |
-0.5692437377779223, | |
-0.5676761304120596, | |
0.5653033524015879, | |
-0.5643860457222777, | |
0.5610864809241916, | |
-0.5491328415090979, | |
-0.5442250791644531, | |
-0.5389474324269335, | |
-0.5385554831418793, | |
0.5377638349312797, | |
-0.5344826806232932, | |
0.5309699224365031, | |
-0.5291260393311984, | |
0.5263984600448545, | |
0.5126988782956768, | |
-0.5083860100560681, | |
-0.5053171481617165, | |
0.5028028825616894, | |
0.4883125838441235, | |
-0.47011325208842636, | |
0.46637772604032085, | |
0.4609628728732669, | |
-0.4572984059136612, | |
0.45650503559792227, | |
0.4536886698013203, | |
0.4404086314557329, | |
-0.4345382143018186, | |
0.4272388689054654, | |
0.4216567642245313, | |
0.4212451930516312, | |
-0.4200403411325042, | |
-0.4192729166131735, | |
-0.4164504825390141, | |
-0.4095857071615353, | |
0.39672450338725773, | |
-0.3964320012316849, | |
-0.3954462839921882, | |
-0.39348823791178134, | |
0.3923215401558062, | |
0.3896502438971942, | |
-0.38390201633747634, | |
0.38322138888953705, | |
-0.38196312441880104, | |
-0.3742784204372877, | |
-0.36944918514525205, | |
-0.3586203544988068, | |
-0.353343853148991, | |
-0.34741730753867456, | |
-0.34054454407452506, | |
0.339333709435024, | |
0.3301408071146087, | |
-0.32537923118333345, | |
0.322628670844603, | |
-0.3218420280535676, | |
-0.312162768832409, | |
-0.3103073213833577, | |
-0.30378663902910785, | |
0.30201551922829445, | |
-0.3010028811800611, | |
0.29166374605448275, | |
0.2910116249130535, | |
0.28956191658392977, | |
-0.28075593827196005, | |
0.27864296537968425, | |
0.27244281910410423, | |
-0.2684828621396984, | |
-0.26676293701697185, | |
-0.2626607161942722, | |
0.25942355678345647, | |
0.25169795434481074, | |
-0.24916314137141474, | |
-0.24732836121133916, | |
-0.24709800833097667, | |
0.24307821138011648, | |
-0.24177045661931904, | |
0.23861254195075213, | |
-0.23424412608756962, | |
0.2296663958261771, | |
-0.22893509292389488, | |
0.22527275305717362, | |
0.2213480283972829, | |
0.2200197815498275, | |
-0.2176833985744045, | |
-0.21697827842095524, | |
0.2134386590763811, | |
0.2084034211563265, | |
-0.20477220841013608, | |
0.2023447797856889, | |
-0.20217502540724447, | |
0.19948606181200146, | |
-0.19721487187951645, | |
0.1964659928155655, | |
-0.19571948049144636, | |
0.1953144078798854, | |
-0.1877703731968187, | |
-0.18685235954510998, | |
0.1858793197652659, | |
-0.17961782480275165, | |
-0.17837324473894203, | |
-0.17721942245271202, | |
-0.172477081759745, | |
-0.16657257124260855, | |
-0.16551193955522545, | |
-0.1630687690524145, | |
-0.1561849809360578, | |
-0.15434345327386167, | |
-0.15156596085210303, | |
0.14964389318371676, | |
0.14468761826819737, | |
0.13208115852202018, | |
0.129944686569399, | |
0.12761300705845777, | |
-0.12655829590579543, | |
0.12551928774749735, | |
0.12264292099752035, | |
0.11830527751617853, | |
0.11399277801365615, | |
-0.11257179585376297, | |
0.110286279081837, | |
0.10484529776789965, | |
0.0920831214741212, | |
-0.089656502317725, | |
0.08916920953243153, | |
-0.08490753422759076, | |
-0.0823570439422136, | |
-0.08106657200805346, | |
0.07836223829297621, | |
-0.07821468139307491, | |
-0.07541278270076972, | |
-0.07427398520867591, | |
0.07206901352355688, | |
0.06879216979036558, | |
0.06722982012947773, | |
0.0649938790904967, | |
-0.06487567705168625, | |
-0.060661551301152396, | |
-0.059800319989593356, | |
-0.05551559522485343, | |
-0.05519151655190332, | |
0.05496974567649383, | |
-0.05449212869344781, | |
-0.04953344866225771, | |
-0.04129655857397343, | |
0.03880811601718256, | |
-0.03812137734718209, | |
0.037861538833692324, | |
-0.03118152768675925, | |
0.024772324451038958, | |
-0.02456636962137226, | |
-0.02393581875300012, | |
-0.023921827878604564, | |
0.018260012747922615, | |
-0.014747828324858147, | |
-0.011079439987526049, | |
0.0035648268580279314, | |
-0.003281389873036528, | |
0.0010958039489225293, | |
-0.000867459958834279, | |
0.0004488412553620692, | |
0.0003364942134999129, | |
-0.00011933387184804378, | |
5.2679940277684884e-05, | |
-4.344474419360535e-05, | |
-3.002106207525421e-06, | |
-7.648311419145435e-16, | |
3.8241557095727173e-16, | |
-2.549437139715145e-16, | |
-1.2747185698575724e-16, | |
1.2747185698575724e-16, | |
1.2747185698575724e-16 | |
], | |
"Absolute Coefficient": [ | |
3.4189001002975465, | |
3.1351190520199594, | |
3.1118962977998343, | |
2.661560196877128, | |
2.4046513175471187, | |
2.2161784392240405, | |
2.1522099655387636, | |
2.1341901628121533, | |
1.8959425233968368, | |
1.8325958265354725, | |
1.773051745091052, | |
1.668087797796298, | |
1.6152972151415017, | |
1.6052444628469413, | |
1.5511629460684746, | |
1.4803496773942393, | |
1.4602301146390544, | |
1.4428315395409272, | |
1.4415152122505808, | |
1.4306629927706256, | |
1.4124114493515483, | |
1.4097866223705053, | |
1.364000873407827, | |
1.3593540785934388, | |
1.3565940982097382, | |
1.3175507998300824, | |
1.3078947278707538, | |
1.2425135103345166, | |
1.229894632053632, | |
1.2098850941538575, | |
1.1956324549892887, | |
1.1575704618664309, | |
1.1559296468966063, | |
1.137170650114474, | |
1.1277046404756097, | |
1.1268321378830264, | |
1.1094267227330423, | |
1.1087705295441892, | |
1.0595138526551442, | |
1.0562559121178787, | |
1.0468051520497006, | |
1.0393934247136773, | |
1.0358612550867843, | |
1.0335120901645414, | |
1.0204131257588906, | |
1.0011580279801755, | |
1.000705407171454, | |
0.9364430267649873, | |
0.9079932454069647, | |
0.9043233176034039, | |
0.8941115447787762, | |
0.8863562050488383, | |
0.8857203459341121, | |
0.878372544819916, | |
0.87642511051505, | |
0.8753090942450753, | |
0.8670829420395086, | |
0.8499595390305585, | |
0.8491443617449651, | |
0.840075059658436, | |
0.8306311977926271, | |
0.8230842566292472, | |
0.8133427562405274, | |
0.8122201041819592, | |
0.8102804181982705, | |
0.8068733880093563, | |
0.7958005897765518, | |
0.7926360446083818, | |
0.7786727094326129, | |
0.7710278779033841, | |
0.7685088303497958, | |
0.7663628265779391, | |
0.7626063651052356, | |
0.7450454858714, | |
0.7337130937766547, | |
0.7326504739046661, | |
0.7237041648647549, | |
0.710412253197374, | |
0.7048983108900311, | |
0.6887718597852507, | |
0.6858843124654638, | |
0.6832645325810138, | |
0.6809429003228351, | |
0.67683179385135, | |
0.6669064334891568, | |
0.6221362483117747, | |
0.6218553747133377, | |
0.606455838784829, | |
0.6019010639936204, | |
0.5979997839191301, | |
0.5965986712682108, | |
0.5922416198718777, | |
0.5804976275616504, | |
0.5783107728291779, | |
0.5749031009321103, | |
0.5738899190215822, | |
0.5692437377779223, | |
0.5676761304120596, | |
0.5653033524015879, | |
0.5643860457222777, | |
0.5610864809241916, | |
0.5491328415090979, | |
0.5442250791644531, | |
0.5389474324269335, | |
0.5385554831418793, | |
0.5377638349312797, | |
0.5344826806232932, | |
0.5309699224365031, | |
0.5291260393311984, | |
0.5263984600448545, | |
0.5126988782956768, | |
0.5083860100560681, | |
0.5053171481617165, | |
0.5028028825616894, | |
0.4883125838441235, | |
0.47011325208842636, | |
0.46637772604032085, | |
0.4609628728732669, | |
0.4572984059136612, | |
0.45650503559792227, | |
0.4536886698013203, | |
0.4404086314557329, | |
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}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 92.22222222222221, | |
"precision": 92.22222222222221, | |
"recall": 100.0, | |
"f1": 95.94680356415742 | |
}, | |
"selection": { | |
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"recall": 1.176470588235294, | |
"f1": 0.2884015797131573, | |
"jaccard": 0.1447227238229829 | |
} | |
} | |
} |