{ | |
"significant_genes": { | |
"Variable": [ | |
"LTA4H", | |
"ANKRD20A11P", | |
"CCDC170", | |
"MIR9-1", | |
"HLA-L", | |
"PARD3B", | |
"CADPS", | |
"ENC1", | |
"NEIL1", | |
"IFT122", | |
"AKAP12", | |
"MFSD3", | |
"STXBP1", | |
"TMEM255B", | |
"PGM5P2", | |
"ELAPOR1", | |
"FAM167A-AS1", | |
"LCT", | |
"IFNE", | |
"BLVRA", | |
"TIGD1", | |
"KAT2B", | |
"HTN1", | |
"IL13", | |
"HLA-DQB1", | |
"OR1N1", | |
"FAM24A", | |
"CCNI", | |
"DCPS", | |
"OR10A7", | |
"ITSN1", | |
"MDS2", | |
"NDC1", | |
"C14orf93", | |
"NUDC", | |
"LRRC43", | |
"ATOH8", | |
"MMP12", | |
"RGS17", | |
"TBX6", | |
"CPT1A", | |
"NAPSB", | |
"PTP4A3", | |
"TTLL7", | |
"UQCC3", | |
"COL4A6", | |
"CFAP53", | |
"APBB2", | |
"SCG3", | |
"TNKS1BP1", | |
"MYH1", | |
"NEFL", | |
"MYLIP", | |
"SPHK1", | |
"GSDME", | |
"CCDC146", | |
"PTGDS", | |
"EBI3", | |
"RRH", | |
"VWA5B2", | |
"DERL3", | |
"C11orf87", | |
"JOSD2", | |
"ICA1L", | |
"ITGB8", | |
"TXNDC11", | |
"RDH5", | |
"JAKMIP3", | |
"PDGFRB", | |
"MARCHF8", | |
"LRRC23", | |
"THOC3", | |
"CYP27A1", | |
"MFSD4A", | |
"SLC25A47", | |
"TTC41P", | |
"LINC00272", | |
"POC1A", | |
"C1orf174", | |
"APIP", | |
"HTR3B", | |
"ECRG4", | |
"SEMA3A", | |
"MTNR1B", | |
"ZNF620", | |
"CPA3", | |
"CAMKV", | |
"PIDD1", | |
"SLC25A34", | |
"DVL2", | |
"TRPM4", | |
"ZNF530", | |
"MROH8", | |
"NAPSA", | |
"HTN3", | |
"MEDAG", | |
"SMAD9", | |
"CD93", | |
"C3orf20", | |
"HLA-DPB2", | |
"TCEAL1", | |
"OR4C3", | |
"TPO", | |
"HLA-DQB2", | |
"HMGN2P46", | |
"CYP26B1", | |
"ELL3", | |
"IL31RA", | |
"AFAP1L2", | |
"OSGIN1", | |
"CROCC", | |
"SERINC2", | |
"ADGRL1", | |
"MRPL38", | |
"NPAS3", | |
"TXNDC8", | |
"COA1", | |
"FOXRED1", | |
"SLC23A3", | |
"TUBB6", | |
"SPINK2", | |
"CRCT1", | |
"CEND1", | |
"FKBPL", | |
"SH3D19", | |
"GIPR", | |
"GCHFR", | |
"F7", | |
"RAB11FIP3", | |
"FBXL15", | |
"SCHIP1" | |
], | |
"Coefficient": [ | |
0.06477180602922322, | |
-0.06375326609147558, | |
0.053053579014119105, | |
0.04854297011748804, | |
0.04698557853895551, | |
0.04668633161134768, | |
-0.04597914871763424, | |
-0.04553216792066123, | |
0.0435539373739053, | |
0.04257141537682208, | |
-0.04188957599229401, | |
-0.0409141306255452, | |
0.04026582808510474, | |
-0.0395324200952103, | |
-0.03841727907108368, | |
0.03815886990808247, | |
0.036773366768352286, | |
0.035327201217041346, | |
0.0334980904622261, | |
-0.03321079557336043, | |
-0.03264352600685521, | |
0.03252837708071601, | |
0.03197764500017103, | |
0.030981315405613104, | |
0.03073035124642508, | |
0.03058092491964051, | |
0.02935610850445271, | |
0.029315676628869684, | |
-0.029234098934477377, | |
0.027979222894458602, | |
-0.027339977036637306, | |
0.025186160218422387, | |
0.025066759635780405, | |
-0.02351724096617257, | |
0.023479583697701648, | |
0.023256738600797324, | |
0.02309205030906113, | |
0.021262855412507945, | |
0.021005781445308614, | |
0.020734336013342927, | |
0.020600779375716135, | |
-0.01982042537616013, | |
-0.01919614090922285, | |
-0.019005548183166285, | |
-0.018854007240234828, | |
0.018579528565182277, | |
-0.01823463747043321, | |
0.017854014211938808, | |
-0.017772765938103646, | |
-0.01726557293441822, | |
-0.016201698473165816, | |
0.01613724771625481, | |
-0.015453187988804193, | |
0.015107220997137141, | |
0.01509020589406501, | |
-0.01437489014435601, | |
-0.0137774945972446, | |
-0.013743989338528877, | |
-0.01369929923436298, | |
-0.013684532389928204, | |
-0.01341391237134151, | |
-0.0121763156136237, | |
0.012117186916881672, | |
-0.01178079366796843, | |
-0.011286216460532891, | |
-0.011206643948697522, | |
0.010709542248475843, | |
0.01046648533422781, | |
-0.010087385638114923, | |
0.010070440810108985, | |
-0.009849138173551241, | |
0.00979379724341558, | |
0.009696307505587295, | |
0.009594640498563376, | |
0.00949446326607295, | |
-0.009384541235366592, | |
0.009304177629626076, | |
0.009220122807790726, | |
0.009122046546454913, | |
0.008540756013274529, | |
-0.008525453417152508, | |
-0.008045054530904509, | |
0.007953486801866647, | |
-0.007865001939330773, | |
-0.007804655944072489, | |
-0.007658630090459406, | |
0.007482660197705759, | |
0.00716608470798305, | |
0.007162307207081533, | |
-0.0069942508588735994, | |
0.0069425253956151775, | |
0.006897541768502701, | |
-0.006757885801844305, | |
-0.006734776148678888, | |
-0.006577657227280096, | |
-0.0062489936941702755, | |
-0.005829021237415317, | |
0.005689149721370897, | |
-0.0055094835204110544, | |
0.0054926418526224955, | |
-0.0053324650599288976, | |
0.005282647090603398, | |
0.005260709021283085, | |
0.005113014417688209, | |
0.005022596971162759, | |
-0.004570680910453841, | |
0.004367981764271146, | |
-0.004208192037272654, | |
-0.00410271865539863, | |
-0.00409521685614713, | |
0.0035091034628663242, | |
0.00305106580131317, | |
0.0030225167626576578, | |
0.0029602188711658033, | |
-0.0028571865043212387, | |
-0.0028423623994378627, | |
0.002782078854892077, | |
0.0025090444965841646, | |
0.0022069227356779826, | |
0.0018334198396217569, | |
0.0017570928660549112, | |
0.0017435049472618275, | |
-0.001722547040620947, | |
0.0016638498424502155, | |
0.0014392839469521315, | |
0.0012297110502300379, | |
0.0010628409762102268, | |
0.0006492347590987456, | |
0.0004274515556438225, | |
-0.00022791898100828076, | |
-2.6709676808372606e-05 | |
], | |
"Absolute Coefficient": [ | |
0.06477180602922322, | |
0.06375326609147558, | |
0.053053579014119105, | |
0.04854297011748804, | |
0.04698557853895551, | |
0.04668633161134768, | |
0.04597914871763424, | |
0.04553216792066123, | |
0.0435539373739053, | |
0.04257141537682208, | |
0.04188957599229401, | |
0.0409141306255452, | |
0.04026582808510474, | |
0.0395324200952103, | |
0.03841727907108368, | |
0.03815886990808247, | |
0.036773366768352286, | |
0.035327201217041346, | |
0.0334980904622261, | |
0.03321079557336043, | |
0.03264352600685521, | |
0.03252837708071601, | |
0.03197764500017103, | |
0.030981315405613104, | |
0.03073035124642508, | |
0.03058092491964051, | |
0.02935610850445271, | |
0.029315676628869684, | |
0.029234098934477377, | |
0.027979222894458602, | |
0.027339977036637306, | |
0.025186160218422387, | |
0.025066759635780405, | |
0.02351724096617257, | |
0.023479583697701648, | |
0.023256738600797324, | |
0.02309205030906113, | |
0.021262855412507945, | |
0.021005781445308614, | |
0.020734336013342927, | |
0.020600779375716135, | |
0.01982042537616013, | |
0.01919614090922285, | |
0.019005548183166285, | |
0.018854007240234828, | |
0.018579528565182277, | |
0.01823463747043321, | |
0.017854014211938808, | |
0.017772765938103646, | |
0.01726557293441822, | |
0.016201698473165816, | |
0.01613724771625481, | |
0.015453187988804193, | |
0.015107220997137141, | |
0.01509020589406501, | |
0.01437489014435601, | |
0.0137774945972446, | |
0.013743989338528877, | |
0.01369929923436298, | |
0.013684532389928204, | |
0.01341391237134151, | |
0.0121763156136237, | |
0.012117186916881672, | |
0.01178079366796843, | |
0.011286216460532891, | |
0.011206643948697522, | |
0.010709542248475843, | |
0.01046648533422781, | |
0.010087385638114923, | |
0.010070440810108985, | |
0.009849138173551241, | |
0.00979379724341558, | |
0.009696307505587295, | |
0.009594640498563376, | |
0.00949446326607295, | |
0.009384541235366592, | |
0.009304177629626076, | |
0.009220122807790726, | |
0.009122046546454913, | |
0.008540756013274529, | |
0.008525453417152508, | |
0.008045054530904509, | |
0.007953486801866647, | |
0.007865001939330773, | |
0.007804655944072489, | |
0.007658630090459406, | |
0.007482660197705759, | |
0.00716608470798305, | |
0.007162307207081533, | |
0.0069942508588735994, | |
0.0069425253956151775, | |
0.006897541768502701, | |
0.006757885801844305, | |
0.006734776148678888, | |
0.006577657227280096, | |
0.0062489936941702755, | |
0.005829021237415317, | |
0.005689149721370897, | |
0.0055094835204110544, | |
0.0054926418526224955, | |
0.0053324650599288976, | |
0.005282647090603398, | |
0.005260709021283085, | |
0.005113014417688209, | |
0.005022596971162759, | |
0.004570680910453841, | |
0.004367981764271146, | |
0.004208192037272654, | |
0.00410271865539863, | |
0.00409521685614713, | |
0.0035091034628663242, | |
0.00305106580131317, | |
0.0030225167626576578, | |
0.0029602188711658033, | |
0.0028571865043212387, | |
0.0028423623994378627, | |
0.002782078854892077, | |
0.0025090444965841646, | |
0.0022069227356779826, | |
0.0018334198396217569, | |
0.0017570928660549112, | |
0.0017435049472618275, | |
0.001722547040620947, | |
0.0016638498424502155, | |
0.0014392839469521315, | |
0.0012297110502300379, | |
0.0010628409762102268, | |
0.0006492347590987456, | |
0.0004274515556438225, | |
0.00022791898100828076, | |
2.6709676808372606e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 68.57142857142858, | |
"precision": 67.33699633699635, | |
"recall": 62.251082251082245, | |
"f1": 64.3882783882784 | |
}, | |
"selection": { | |
"precision": 0.19801980198019803, | |
"recall": 0.5128205128205128, | |
"f1": 0.2857142857142857, | |
"jaccard": 0.14388489208633096 | |
} | |
} | |
} |