{ | |
"significant_genes": { | |
"Variable": [ | |
"COPS3", | |
"PTRH2", | |
"BET1", | |
"TTC21B", | |
"NSD1", | |
"INTS9", | |
"KAZALD1", | |
"SUPT16H", | |
"AP3B1", | |
"TMC4", | |
"GBA1LP", | |
"TCEAL8", | |
"TP53I3", | |
"LSM1", | |
"CHM", | |
"DDX11L9", | |
"PSG8", | |
"PRKAG3", | |
"IL17REL", | |
"PAIP2B", | |
"S100A9", | |
"DKK3", | |
"PKP1", | |
"FASTKD1", | |
"SNAR-I", | |
"RAB11FIP4", | |
"TGFB2", | |
"SELENOW", | |
"CARD17P", | |
"LIPA", | |
"PHTF2", | |
"NEO1", | |
"MRTO4", | |
"SYT12", | |
"POLRMT", | |
"SLC46A1", | |
"LAMA3", | |
"WHAMMP2", | |
"OTULIN", | |
"HOXA9", | |
"HSD17B11", | |
"ISG20", | |
"SPX", | |
"IFIH1", | |
"SPHK1", | |
"LGALS3", | |
"GNL3", | |
"GSTO1", | |
"CYP1B1", | |
"WRAP73", | |
"RHOA", | |
"IRF1", | |
"PDSS2", | |
"ZNF33B", | |
"RPL14", | |
"PSCA", | |
"GCLC", | |
"MARCHF9", | |
"RAB21", | |
"HFE", | |
"GSTA2", | |
"C19orf53", | |
"TUSC2", | |
"GLI2", | |
"H4C4", | |
"FAM177A1", | |
"CLIP4", | |
"GEMIN4", | |
"ARSI", | |
"ATXN7L1", | |
"ZFAND2A", | |
"FOSB", | |
"INKA2", | |
"TRAPPC12", | |
"SNORD36A", | |
"CYREN", | |
"TPTE2", | |
"SLC7A6OS", | |
"CSKMT", | |
"FAAH2", | |
"MBD3", | |
"GNG5", | |
"C8orf82", | |
"SLC6A12", | |
"AHSP", | |
"LZTS2", | |
"TTC23", | |
"PTPN12", | |
"URGCP", | |
"PRAMEF15", | |
"ANK1", | |
"PROK1", | |
"GGCX", | |
"TGM2", | |
"APOBEC3B", | |
"EIF5AL1", | |
"C4B", | |
"ANKZF1", | |
"LRRD1", | |
"HSPG2", | |
"SDF2L1", | |
"GPC2", | |
"TMCC2", | |
"ETAA1", | |
"SMPD2", | |
"RARRES1", | |
"DENND6A", | |
"EGR1", | |
"TAPBP", | |
"ZFYVE19", | |
"CHIT1", | |
"FABP4", | |
"TREM1", | |
"HOXB2" | |
], | |
"Coefficient": [ | |
-0.04641159018634277, | |
0.04376164585322523, | |
-0.0344013266530417, | |
0.033735288300926196, | |
0.03340234424118137, | |
-0.022399692166035046, | |
0.021779052293582145, | |
0.019157729228367813, | |
0.018409859103839632, | |
-0.01706070513582516, | |
0.016678626390266568, | |
-0.01642571457980704, | |
-0.016161815131661324, | |
0.015725550970762225, | |
-0.015216586396113228, | |
0.01322247135097352, | |
0.012883197819555568, | |
-0.012874044490030132, | |
0.011955917015079452, | |
0.011566610139668369, | |
0.011130923503797763, | |
-0.010214402152826079, | |
0.009761149659908805, | |
-0.008236405838503802, | |
-0.008052193195491253, | |
0.008031073066715392, | |
-0.0080010915636008, | |
0.007870142117504041, | |
0.00784855989073597, | |
0.007670642566412625, | |
-0.0074625279820521185, | |
-0.0074474978756127064, | |
0.007298343813108089, | |
0.006781039577379237, | |
-0.006681942971787018, | |
-0.006562596894185875, | |
-0.006554554254724873, | |
0.006367796571064348, | |
-0.006319860732470947, | |
-0.006302506055211746, | |
0.006003559002342339, | |
0.00598084696135925, | |
-0.005944962866667475, | |
0.005636324912333709, | |
-0.005496699687342377, | |
-0.0052473511029161165, | |
-0.005094075235201163, | |
0.005037407261378643, | |
0.004902015617896705, | |
-0.00489005490010202, | |
-0.004695447004828184, | |
0.00467320981464459, | |
-0.004661264778113244, | |
-0.004624339595028547, | |
0.00462214839960345, | |
-0.004556934956433488, | |
-0.004478426175970566, | |
-0.004151967809476395, | |
0.003976810759572677, | |
0.003722026718310092, | |
-0.003239048108030098, | |
0.003212096374825743, | |
0.003149209221675524, | |
-0.003071609854838972, | |
0.00304934866545043, | |
0.0029837180050695323, | |
0.002876044435309527, | |
-0.0027307300453402027, | |
0.002693040787779521, | |
0.002691740700557959, | |
0.002615045090936491, | |
-0.0025962622834050045, | |
-0.0024522283313685236, | |
-0.002319930045719856, | |
-0.00206183939452136, | |
-0.002040783923285931, | |
-0.0020182114149512992, | |
0.0020112116850040064, | |
0.0019360281890834223, | |
0.0019103563257985147, | |
-0.0018520068346914078, | |
0.0018392334868094925, | |
-0.0018369328945891557, | |
0.0017455168314019507, | |
0.0017324423297579593, | |
-0.001700713539414729, | |
0.0015964221432041457, | |
0.0015232208491941148, | |
0.001469073375488116, | |
0.001462372315915132, | |
0.001402227561492879, | |
-0.0013793080492296773, | |
0.001301036413235361, | |
0.001268551654206855, | |
0.001250500682762326, | |
-0.0011978380126063018, | |
0.001094403808933912, | |
-0.0010667346123270493, | |
0.0010407052798612954, | |
-0.0009315105345703115, | |
0.0009185611935662901, | |
0.0008345121196661762, | |
0.0007459191330062817, | |
-0.0007039089546861329, | |
-0.0006768169831851347, | |
0.0004248808784973657, | |
0.0003945759716839154, | |
-0.0003682468263790555, | |
0.00023643593990149383, | |
0.00015318868063357436, | |
-0.0001073288039387905, | |
5.4394780486331415e-05, | |
3.549413382303089e-05, | |
1.0028377931602644e-05 | |
], | |
"Absolute Coefficient": [ | |
0.04641159018634277, | |
0.04376164585322523, | |
0.0344013266530417, | |
0.033735288300926196, | |
0.03340234424118137, | |
0.022399692166035046, | |
0.021779052293582145, | |
0.019157729228367813, | |
0.018409859103839632, | |
0.01706070513582516, | |
0.016678626390266568, | |
0.01642571457980704, | |
0.016161815131661324, | |
0.015725550970762225, | |
0.015216586396113228, | |
0.01322247135097352, | |
0.012883197819555568, | |
0.012874044490030132, | |
0.011955917015079452, | |
0.011566610139668369, | |
0.011130923503797763, | |
0.010214402152826079, | |
0.009761149659908805, | |
0.008236405838503802, | |
0.008052193195491253, | |
0.008031073066715392, | |
0.0080010915636008, | |
0.007870142117504041, | |
0.00784855989073597, | |
0.007670642566412625, | |
0.0074625279820521185, | |
0.0074474978756127064, | |
0.007298343813108089, | |
0.006781039577379237, | |
0.006681942971787018, | |
0.006562596894185875, | |
0.006554554254724873, | |
0.006367796571064348, | |
0.006319860732470947, | |
0.006302506055211746, | |
0.006003559002342339, | |
0.00598084696135925, | |
0.005944962866667475, | |
0.005636324912333709, | |
0.005496699687342377, | |
0.0052473511029161165, | |
0.005094075235201163, | |
0.005037407261378643, | |
0.004902015617896705, | |
0.00489005490010202, | |
0.004695447004828184, | |
0.00467320981464459, | |
0.004661264778113244, | |
0.004624339595028547, | |
0.00462214839960345, | |
0.004556934956433488, | |
0.004478426175970566, | |
0.004151967809476395, | |
0.003976810759572677, | |
0.003722026718310092, | |
0.003239048108030098, | |
0.003212096374825743, | |
0.003149209221675524, | |
0.003071609854838972, | |
0.00304934866545043, | |
0.0029837180050695323, | |
0.002876044435309527, | |
0.0027307300453402027, | |
0.002693040787779521, | |
0.002691740700557959, | |
0.002615045090936491, | |
0.0025962622834050045, | |
0.0024522283313685236, | |
0.002319930045719856, | |
0.00206183939452136, | |
0.002040783923285931, | |
0.0020182114149512992, | |
0.0020112116850040064, | |
0.0019360281890834223, | |
0.0019103563257985147, | |
0.0018520068346914078, | |
0.0018392334868094925, | |
0.0018369328945891557, | |
0.0017455168314019507, | |
0.0017324423297579593, | |
0.001700713539414729, | |
0.0015964221432041457, | |
0.0015232208491941148, | |
0.001469073375488116, | |
0.001462372315915132, | |
0.001402227561492879, | |
0.0013793080492296773, | |
0.001301036413235361, | |
0.001268551654206855, | |
0.001250500682762326, | |
0.0011978380126063018, | |
0.001094403808933912, | |
0.0010667346123270493, | |
0.0010407052798612954, | |
0.0009315105345703115, | |
0.0009185611935662901, | |
0.0008345121196661762, | |
0.0007459191330062817, | |
0.0007039089546861329, | |
0.0006768169831851347, | |
0.0004248808784973657, | |
0.0003945759716839154, | |
0.0003682468263790555, | |
0.00023643593990149383, | |
0.00015318868063357436, | |
0.0001073288039387905, | |
5.4394780486331415e-05, | |
3.549413382303089e-05, | |
1.0028377931602644e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 94.99999999999999, | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0 | |
}, | |
"selection": { | |
"precision": 6.402267673765593, | |
"recall": 1.7261904761904758, | |
"f1": 2.7134873437646267, | |
"jaccard": 1.3765618207165131 | |
} | |
} | |
} |