{ | |
"significant_genes": { | |
"Variable": [ | |
"LTA4H", | |
"ANKRD20A11P", | |
"CCDC170", | |
"LCT", | |
"MIR9-1", | |
"PARD3B", | |
"ENC1", | |
"HLA-L", | |
"STXBP1", | |
"NEIL1", | |
"FAM24A", | |
"NDC1", | |
"MFSD3", | |
"ELAPOR1", | |
"IL13", | |
"ITSN1", | |
"NUDC", | |
"HTN1", | |
"PGM5P2", | |
"MARCHF8", | |
"AKAP12", | |
"MDS2", | |
"CADPS", | |
"TTLL7", | |
"IFNE", | |
"MYH1", | |
"FAM167A-AS1", | |
"VWA5B2", | |
"HLA-DQB1", | |
"TMEM255B", | |
"OR10A7", | |
"NAPSB", | |
"OR1N1", | |
"CPT1A", | |
"IFT122", | |
"APBB2", | |
"HLA-DPB2", | |
"RGS17", | |
"CFAP53", | |
"TXNDC11", | |
"DCPS", | |
"TNKS1BP1", | |
"KAT2B", | |
"MMP12", | |
"ELL3", | |
"DRICH1", | |
"CYP27A1", | |
"JAKMIP3", | |
"SPHK1", | |
"MROH8", | |
"BLVRA", | |
"RDH5", | |
"GSDME", | |
"ITGB8", | |
"UQCC3", | |
"RRH", | |
"TGFB2", | |
"ATOH8", | |
"SCG3", | |
"C1orf174", | |
"CYP26B1", | |
"LRRC23", | |
"POC1A", | |
"SLC25A34", | |
"TBX6", | |
"EWSAT1", | |
"THOC3", | |
"HMGN2P46", | |
"CPA3", | |
"PTP4A3", | |
"LRIG3", | |
"MST1", | |
"NOVA1", | |
"PIDD1", | |
"LRRC43", | |
"CCDC146", | |
"TRPM4", | |
"HTR3B", | |
"ICA1L", | |
"RNF17", | |
"PTGDS", | |
"CCR9", | |
"C9orf40", | |
"EBI3", | |
"CCNI", | |
"EHHADH", | |
"DEFB119", | |
"TPO", | |
"DVL2", | |
"TXNDC8", | |
"DOCK3", | |
"MRPL38", | |
"NBPF22P", | |
"CROCC", | |
"TIGD1", | |
"IL3RA", | |
"LINC02912", | |
"DERL3", | |
"HTN3", | |
"AFAP1L2", | |
"ZNF620", | |
"OSGIN1", | |
"PALLD", | |
"F7", | |
"LINC00272", | |
"MTNR1B", | |
"TTC41P", | |
"JOSD2", | |
"KTN1-AS1", | |
"C14orf93", | |
"MYLIP", | |
"MEDAG", | |
"LYG1", | |
"LGI4", | |
"SMAD9", | |
"ECRG4", | |
"PDGFRB", | |
"KIAA1656", | |
"TCEAL1", | |
"CLLU1", | |
"MCAM", | |
"C2orf81", | |
"IL31RA", | |
"RAB11FIP3", | |
"NEFL", | |
"FKBPL" | |
], | |
"Coefficient": [ | |
0.07415813249314127, | |
-0.0666287278968831, | |
0.05556318040013891, | |
0.053584125044995407, | |
0.05298575964318044, | |
0.04838341486552514, | |
-0.046297536445408405, | |
0.04626268677710758, | |
0.04579431772827056, | |
0.045056238583764854, | |
0.0447240178490752, | |
0.04258225055407399, | |
-0.040682773146074123, | |
0.0381715125806037, | |
0.03595601187757196, | |
-0.035295689238532525, | |
0.033052313541699394, | |
0.03288414480194828, | |
-0.03170600047451194, | |
0.03164018562649513, | |
-0.030952214192614194, | |
0.029262705887557566, | |
-0.02921917243092239, | |
-0.02819526207178194, | |
0.02798489200430261, | |
-0.027522673001456832, | |
0.026834696929245786, | |
-0.026140009609684167, | |
0.025943597390667403, | |
-0.025924600593842183, | |
0.02545269718508995, | |
-0.02489875473892479, | |
0.02481855718956659, | |
0.024690444516637784, | |
0.024639750074230884, | |
0.02349006820178704, | |
0.023045252289390028, | |
0.02207296640938969, | |
-0.021530738140556054, | |
-0.021399558020707036, | |
-0.0207340805659541, | |
-0.020083910061328408, | |
0.020048120015202935, | |
0.01989742105860364, | |
0.018970911115707163, | |
0.018394909169934442, | |
0.018393099554532263, | |
0.018269881749028737, | |
0.017531938583767698, | |
-0.01738972543837958, | |
-0.016786742924067583, | |
0.016428859176837035, | |
0.01608398279804823, | |
-0.015851197251114772, | |
-0.015608743313621394, | |
-0.015365693820795731, | |
-0.015202634458360684, | |
0.014919771366792123, | |
-0.013572190687120752, | |
0.013214579870092096, | |
-0.012597701097010246, | |
-0.0124590690802825, | |
0.012079649361003798, | |
0.01190659533117318, | |
0.01181867056850755, | |
-0.011389815886946663, | |
0.011225281707157427, | |
0.010986971214941495, | |
-0.010663014326168353, | |
-0.010540386569705818, | |
0.010383878406673359, | |
0.010346325972172424, | |
0.010217991562180144, | |
0.010184621333288124, | |
0.010163533301379896, | |
-0.00999885567978427, | |
0.009929757583868744, | |
-0.00944694604267007, | |
-0.009230925646457642, | |
-0.009183806363480288, | |
-0.00917662691730078, | |
-0.009155101977323363, | |
0.008918956514896485, | |
-0.008693003540188446, | |
0.008574382058934146, | |
0.008205719300765834, | |
0.008186400727870129, | |
0.008064291107477733, | |
-0.007892771991440853, | |
-0.007515992189233281, | |
0.006667991679203891, | |
0.006594902603543964, | |
-0.006494608188646795, | |
0.006422822310286686, | |
-0.0063499655423487926, | |
-0.0062145375596534425, | |
0.005766767068645857, | |
-0.00567054457324941, | |
-0.00564335201721157, | |
-0.005450988148873858, | |
-0.005287151856400469, | |
-0.004801094049804128, | |
-0.004793701226401853, | |
0.0047241387947736715, | |
0.004489040780404108, | |
-0.004479743685303424, | |
-0.004359375528310894, | |
0.0039836887750716735, | |
-0.0034854137270193992, | |
-0.003261627600860815, | |
-0.0031297157670904367, | |
-0.002816944006686316, | |
0.0026409182010481485, | |
-0.0025031195470720476, | |
-0.0024310214972705214, | |
-0.002252613549757722, | |
-0.0021204271450614644, | |
0.0019813692331381127, | |
-0.0018613634896471297, | |
-0.0017296867898338201, | |
-0.001689561372607764, | |
-0.0015932955923436218, | |
-0.0014565111079433996, | |
0.0008628328715279792, | |
0.0007144393679096479, | |
0.0005547257872062128 | |
], | |
"Absolute Coefficient": [ | |
0.07415813249314127, | |
0.0666287278968831, | |
0.05556318040013891, | |
0.053584125044995407, | |
0.05298575964318044, | |
0.04838341486552514, | |
0.046297536445408405, | |
0.04626268677710758, | |
0.04579431772827056, | |
0.045056238583764854, | |
0.0447240178490752, | |
0.04258225055407399, | |
0.040682773146074123, | |
0.0381715125806037, | |
0.03595601187757196, | |
0.035295689238532525, | |
0.033052313541699394, | |
0.03288414480194828, | |
0.03170600047451194, | |
0.03164018562649513, | |
0.030952214192614194, | |
0.029262705887557566, | |
0.02921917243092239, | |
0.02819526207178194, | |
0.02798489200430261, | |
0.027522673001456832, | |
0.026834696929245786, | |
0.026140009609684167, | |
0.025943597390667403, | |
0.025924600593842183, | |
0.02545269718508995, | |
0.02489875473892479, | |
0.02481855718956659, | |
0.024690444516637784, | |
0.024639750074230884, | |
0.02349006820178704, | |
0.023045252289390028, | |
0.02207296640938969, | |
0.021530738140556054, | |
0.021399558020707036, | |
0.0207340805659541, | |
0.020083910061328408, | |
0.020048120015202935, | |
0.01989742105860364, | |
0.018970911115707163, | |
0.018394909169934442, | |
0.018393099554532263, | |
0.018269881749028737, | |
0.017531938583767698, | |
0.01738972543837958, | |
0.016786742924067583, | |
0.016428859176837035, | |
0.01608398279804823, | |
0.015851197251114772, | |
0.015608743313621394, | |
0.015365693820795731, | |
0.015202634458360684, | |
0.014919771366792123, | |
0.013572190687120752, | |
0.013214579870092096, | |
0.012597701097010246, | |
0.0124590690802825, | |
0.012079649361003798, | |
0.01190659533117318, | |
0.01181867056850755, | |
0.011389815886946663, | |
0.011225281707157427, | |
0.010986971214941495, | |
0.010663014326168353, | |
0.010540386569705818, | |
0.010383878406673359, | |
0.010346325972172424, | |
0.010217991562180144, | |
0.010184621333288124, | |
0.010163533301379896, | |
0.00999885567978427, | |
0.009929757583868744, | |
0.00944694604267007, | |
0.009230925646457642, | |
0.009183806363480288, | |
0.00917662691730078, | |
0.009155101977323363, | |
0.008918956514896485, | |
0.008693003540188446, | |
0.008574382058934146, | |
0.008205719300765834, | |
0.008186400727870129, | |
0.008064291107477733, | |
0.007892771991440853, | |
0.007515992189233281, | |
0.006667991679203891, | |
0.006594902603543964, | |
0.006494608188646795, | |
0.006422822310286686, | |
0.0063499655423487926, | |
0.0062145375596534425, | |
0.005766767068645857, | |
0.00567054457324941, | |
0.00564335201721157, | |
0.005450988148873858, | |
0.005287151856400469, | |
0.004801094049804128, | |
0.004793701226401853, | |
0.0047241387947736715, | |
0.004489040780404108, | |
0.004479743685303424, | |
0.004359375528310894, | |
0.0039836887750716735, | |
0.0034854137270193992, | |
0.003261627600860815, | |
0.0031297157670904367, | |
0.002816944006686316, | |
0.0026409182010481485, | |
0.0025031195470720476, | |
0.0024310214972705214, | |
0.002252613549757722, | |
0.0021204271450614644, | |
0.0019813692331381127, | |
0.0018613634896471297, | |
0.0017296867898338201, | |
0.001689561372607764, | |
0.0015932955923436218, | |
0.0014565111079433996, | |
0.0008628328715279792, | |
0.0007144393679096479, | |
0.0005547257872062128 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 65.71428571428572, | |
"precision": 63.45454545454545, | |
"recall": 61.77489177489177, | |
"f1": 62.4330198537095 | |
}, | |
"selection": { | |
"precision": 0.19607843137254902, | |
"recall": 0.5128205128205128, | |
"f1": 0.28368794326241137, | |
"jaccard": 0.14285714285714285 | |
} | |
} | |
} |