{ | |
"significant_genes": { | |
"Variable": [ | |
"SMOC1", | |
"DCTD", | |
"CYB5D2", | |
"MYO5A", | |
"TMCC1", | |
"GULP1", | |
"KRT12", | |
"UQCRC2", | |
"STK32B", | |
"MARCHF7", | |
"AMH", | |
"F11R", | |
"SLURP1", | |
"AASDHPPT", | |
"ADCK2", | |
"FGF12", | |
"ZDHHC4", | |
"UTRN", | |
"CSPG4", | |
"GFAP", | |
"C1RL", | |
"SMAD6", | |
"TBL1X", | |
"COQ2", | |
"ARRB1", | |
"COMMD7", | |
"NCOR1", | |
"KDM5B", | |
"CBX4", | |
"DHRS7", | |
"ADGRL1", | |
"KMT2C", | |
"ALDH1L1", | |
"NDRG3", | |
"KCNJ4", | |
"BICD2", | |
"GPRC5C", | |
"PRPF18", | |
"BOK", | |
"PTGS1", | |
"URI1", | |
"ITGB1BP1", | |
"GATA3", | |
"SLC30A9", | |
"ERF", | |
"SUN1", | |
"PRKAG1", | |
"PRKCE", | |
"H1-2", | |
"ERGIC3", | |
"PARVA", | |
"CUL1", | |
"ALG2", | |
"LTK", | |
"TMEM147", | |
"SOX30", | |
"TINCR", | |
"LINC01547", | |
"NAGA", | |
"LIN7C", | |
"CLN6", | |
"PON2", | |
"NCAPG2", | |
"MLLT11", | |
"ELF4", | |
"RIOX2", | |
"NOS1", | |
"HARS2", | |
"PMM2", | |
"ARIH2", | |
"ZBTB7B", | |
"ST14", | |
"SNTB1", | |
"CMTM8", | |
"QSOX1", | |
"ZNF117", | |
"PAX1", | |
"FBXO25", | |
"BRD4", | |
"UCP2", | |
"GTF3C5", | |
"ENPP1", | |
"GPR137B", | |
"ARRDC3", | |
"GNB4", | |
"PIK3C3", | |
"TM9SF4", | |
"STRIP1", | |
"CLDND2", | |
"RNF168", | |
"IPO11", | |
"ZSCAN9", | |
"CDON", | |
"TOB1", | |
"SPTAN1", | |
"NECTIN2", | |
"SNIP1", | |
"PIGX", | |
"DXO", | |
"F3", | |
"NOCT", | |
"IRF3", | |
"HSDL1", | |
"PCED1A", | |
"SGTA", | |
"NDE1", | |
"TNPO2", | |
"TNR", | |
"HYAL1", | |
"RAB2B", | |
"MRPL33", | |
"LHB", | |
"DUS3L", | |
"BLTP2", | |
"RNH1", | |
"POLR1A", | |
"CCAR1", | |
"STN1", | |
"BOD1", | |
"NUP54", | |
"TRIM8", | |
"RIMKLB", | |
"GHRH", | |
"R3HCC1L", | |
"ETV4", | |
"CREB5", | |
"PHF2", | |
"POU2AF1", | |
"CYP4F11", | |
"PRKACA", | |
"LMBR1", | |
"FDFT1", | |
"SPG11", | |
"RABAC1", | |
"AGR2", | |
"GOLPH3", | |
"DUSP10", | |
"PWP1", | |
"PEX14", | |
"NDUFS4", | |
"CBFA2T3", | |
"BTN2A1", | |
"DPP3", | |
"SEZ6", | |
"DTWD2", | |
"NDRG2", | |
"MUC7", | |
"FMNL2", | |
"CEP57L1", | |
"NR2C1", | |
"DCD", | |
"ITPKB", | |
"KLC2", | |
"PPP6R1", | |
"IL1R2", | |
"RNF207", | |
"MARK3", | |
"MPC1", | |
"JUNB", | |
"TSSK4", | |
"USP3" | |
], | |
"Coefficient": [ | |
0.0321786910077236, | |
-0.027729855542169737, | |
0.02636646991489674, | |
-0.01909578441256269, | |
-0.018820719136044953, | |
-0.017207639989017497, | |
0.01715398182198375, | |
-0.016234410217921186, | |
0.015184407584212559, | |
-0.01515834832218706, | |
-0.014955709101423345, | |
0.014727180374907386, | |
-0.014205632915412807, | |
-0.01420378556250475, | |
0.013615676280185991, | |
-0.013482928610181853, | |
0.012989399243677735, | |
0.012899423213636454, | |
0.012379993039750044, | |
-0.012270570153962164, | |
-0.012256765101201068, | |
-0.011874409072814295, | |
0.01180319354516087, | |
0.011519625954137967, | |
-0.011373840110669489, | |
-0.011268663631212983, | |
-0.010867082626675144, | |
-0.01085533447035777, | |
0.010628038504552706, | |
-0.01053093540663654, | |
0.010335200624255749, | |
0.010229856811737742, | |
0.010035418870063463, | |
-0.010014120752719746, | |
-0.009911638574334138, | |
0.009843918378298958, | |
-0.009223309459638602, | |
0.009098750635853433, | |
-0.008701568152963544, | |
-0.008662594243950262, | |
0.00859833892728095, | |
0.008548697686108084, | |
-0.008094927947686747, | |
-0.00802726870736539, | |
0.007957494882275259, | |
0.007690528817432397, | |
-0.007622953340931584, | |
0.007199158283560212, | |
0.0071990925609269184, | |
-0.007180821012256721, | |
-0.00703761618849607, | |
0.006776245059990098, | |
0.006502102754538031, | |
0.006459877581893868, | |
0.006399179667808498, | |
0.006150236752607788, | |
-0.0059454880439571865, | |
-0.005890513073438033, | |
0.0056623137693626495, | |
0.00564553660661909, | |
0.005608775588795505, | |
-0.005514033301206378, | |
0.005436515024349586, | |
0.005366932013556863, | |
-0.005290683173118041, | |
-0.005178617686322019, | |
-0.005169881720796583, | |
-0.004956730690101387, | |
0.004954729874703959, | |
0.004699114801016401, | |
0.004697733758070572, | |
0.004631267137416827, | |
0.004543184926691989, | |
0.004520193105687627, | |
-0.004436444566671351, | |
0.0043492902281265745, | |
0.0042233202126342505, | |
-0.004184464032227669, | |
0.004109185697346958, | |
-0.003824492492143231, | |
0.003768751546276964, | |
0.003766625831419753, | |
0.003740862191771504, | |
0.0037246086735855605, | |
0.003673949337821984, | |
-0.0034417907317071863, | |
-0.0033022633485700016, | |
-0.0031627206698845783, | |
0.002960762248193542, | |
0.002959446548967889, | |
-0.002952225557980378, | |
-0.002813028676896136, | |
-0.002672809539114003, | |
-0.0026719073032981364, | |
0.0026361918046021865, | |
-0.002597818770278526, | |
-0.002562738524105392, | |
0.002541655936990622, | |
0.0025302473273192314, | |
-0.0025154652887719297, | |
0.002396125516221417, | |
-0.002384952460304907, | |
-0.0023325876457594365, | |
-0.0022377782946391388, | |
-0.0022315687508573543, | |
0.0021254641223250104, | |
0.002041909136131491, | |
0.0019206410504239136, | |
0.0018659250996825398, | |
0.0018437109024718767, | |
0.001820077218633476, | |
0.00179730933335964, | |
0.001670422725175685, | |
-0.0016147837207130197, | |
-0.0015465253381909813, | |
0.0015078102939225012, | |
-0.0014853466378571282, | |
0.0014027554660282953, | |
0.0013742294094721166, | |
0.0013421729874609643, | |
0.0013415052917657667, | |
0.0013164696388579897, | |
-0.0012759066258930403, | |
-0.0011581852523503157, | |
-0.0011291306372499393, | |
-0.0011115290987993654, | |
0.0011008648371492963, | |
0.001028815593547474, | |
0.0010119762675113633, | |
0.0009747649140280965, | |
0.0009629179841568371, | |
-0.0009435784415885545, | |
-0.0008920530217757912, | |
0.000885039298406253, | |
-0.0008485052630763653, | |
0.0007772467378691088, | |
-0.000767072551910308, | |
-0.0007486394929628181, | |
0.0007465846598499204, | |
-0.0006922651944021834, | |
-0.0006678125462167587, | |
0.000656066969376109, | |
0.0006528425367425937, | |
0.000581832726418389, | |
0.0005633145254047908, | |
0.000490241938616329, | |
-0.0004753771078002441, | |
-0.0004376718829384149, | |
0.0003988428480267634, | |
-0.00039753191191723347, | |
0.00036500987198203287, | |
0.0003329086088162163, | |
0.0002928424757933381, | |
-0.0002580907239992422, | |
-0.00014320801166266826, | |
0.00010206272540984619, | |
9.815400769706823e-05, | |
9.179574328621103e-05, | |
6.862214080536481e-05, | |
-5.531666472424231e-05, | |
-3.458373344867659e-05 | |
], | |
"Absolute Coefficient": [ | |
0.0321786910077236, | |
0.027729855542169737, | |
0.02636646991489674, | |
0.01909578441256269, | |
0.018820719136044953, | |
0.017207639989017497, | |
0.01715398182198375, | |
0.016234410217921186, | |
0.015184407584212559, | |
0.01515834832218706, | |
0.014955709101423345, | |
0.014727180374907386, | |
0.014205632915412807, | |
0.01420378556250475, | |
0.013615676280185991, | |
0.013482928610181853, | |
0.012989399243677735, | |
0.012899423213636454, | |
0.012379993039750044, | |
0.012270570153962164, | |
0.012256765101201068, | |
0.011874409072814295, | |
0.01180319354516087, | |
0.011519625954137967, | |
0.011373840110669489, | |
0.011268663631212983, | |
0.010867082626675144, | |
0.01085533447035777, | |
0.010628038504552706, | |
0.01053093540663654, | |
0.010335200624255749, | |
0.010229856811737742, | |
0.010035418870063463, | |
0.010014120752719746, | |
0.009911638574334138, | |
0.009843918378298958, | |
0.009223309459638602, | |
0.009098750635853433, | |
0.008701568152963544, | |
0.008662594243950262, | |
0.00859833892728095, | |
0.008548697686108084, | |
0.008094927947686747, | |
0.00802726870736539, | |
0.007957494882275259, | |
0.007690528817432397, | |
0.007622953340931584, | |
0.007199158283560212, | |
0.0071990925609269184, | |
0.007180821012256721, | |
0.00703761618849607, | |
0.006776245059990098, | |
0.006502102754538031, | |
0.006459877581893868, | |
0.006399179667808498, | |
0.006150236752607788, | |
0.0059454880439571865, | |
0.005890513073438033, | |
0.0056623137693626495, | |
0.00564553660661909, | |
0.005608775588795505, | |
0.005514033301206378, | |
0.005436515024349586, | |
0.005366932013556863, | |
0.005290683173118041, | |
0.005178617686322019, | |
0.005169881720796583, | |
0.004956730690101387, | |
0.004954729874703959, | |
0.004699114801016401, | |
0.004697733758070572, | |
0.004631267137416827, | |
0.004543184926691989, | |
0.004520193105687627, | |
0.004436444566671351, | |
0.0043492902281265745, | |
0.0042233202126342505, | |
0.004184464032227669, | |
0.004109185697346958, | |
0.003824492492143231, | |
0.003768751546276964, | |
0.003766625831419753, | |
0.003740862191771504, | |
0.0037246086735855605, | |
0.003673949337821984, | |
0.0034417907317071863, | |
0.0033022633485700016, | |
0.0031627206698845783, | |
0.002960762248193542, | |
0.002959446548967889, | |
0.002952225557980378, | |
0.002813028676896136, | |
0.002672809539114003, | |
0.0026719073032981364, | |
0.0026361918046021865, | |
0.002597818770278526, | |
0.002562738524105392, | |
0.002541655936990622, | |
0.0025302473273192314, | |
0.0025154652887719297, | |
0.002396125516221417, | |
0.002384952460304907, | |
0.0023325876457594365, | |
0.0022377782946391388, | |
0.0022315687508573543, | |
0.0021254641223250104, | |
0.002041909136131491, | |
0.0019206410504239136, | |
0.0018659250996825398, | |
0.0018437109024718767, | |
0.001820077218633476, | |
0.00179730933335964, | |
0.001670422725175685, | |
0.0016147837207130197, | |
0.0015465253381909813, | |
0.0015078102939225012, | |
0.0014853466378571282, | |
0.0014027554660282953, | |
0.0013742294094721166, | |
0.0013421729874609643, | |
0.0013415052917657667, | |
0.0013164696388579897, | |
0.0012759066258930403, | |
0.0011581852523503157, | |
0.0011291306372499393, | |
0.0011115290987993654, | |
0.0011008648371492963, | |
0.001028815593547474, | |
0.0010119762675113633, | |
0.0009747649140280965, | |
0.0009629179841568371, | |
0.0009435784415885545, | |
0.0008920530217757912, | |
0.000885039298406253, | |
0.0008485052630763653, | |
0.0007772467378691088, | |
0.000767072551910308, | |
0.0007486394929628181, | |
0.0007465846598499204, | |
0.0006922651944021834, | |
0.0006678125462167587, | |
0.000656066969376109, | |
0.0006528425367425937, | |
0.000581832726418389, | |
0.0005633145254047908, | |
0.000490241938616329, | |
0.0004753771078002441, | |
0.0004376718829384149, | |
0.0003988428480267634, | |
0.00039753191191723347, | |
0.00036500987198203287, | |
0.0003329086088162163, | |
0.0002928424757933381, | |
0.0002580907239992422, | |
0.00014320801166266826, | |
0.00010206272540984619, | |
9.815400769706823e-05, | |
9.179574328621103e-05, | |
6.862214080536481e-05, | |
5.531666472424231e-05, | |
3.458373344867659e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 95.49295774647888, | |
"precision": 70.0, | |
"recall": 31.666666666666664, | |
"f1": 41.33333333333333 | |
}, | |
"selection": { | |
"precision": 0.14084507042253522, | |
"recall": 2.0, | |
"f1": 0.2631578947368421, | |
"jaccard": 0.13245033112582782 | |
} | |
} | |
} |