{ | |
"significant_genes": { | |
"Variable": [ | |
"ANKRD20A11P", | |
"LTA4H", | |
"CCDC170", | |
"PARD3B", | |
"ENC1", | |
"NEIL1", | |
"MIR9-1", | |
"HLA-L", | |
"FAM24A", | |
"MFSD3", | |
"LCT", | |
"NDC1", | |
"STXBP1", | |
"HTN1", | |
"ITSN1", | |
"IFT122", | |
"PGM5P2", | |
"CADPS", | |
"OR1N1", | |
"ELAPOR1", | |
"KAT2B", | |
"TMEM255B", | |
"NUDC", | |
"AKAP12", | |
"HLA-DQB1", | |
"FAM167A-AS1", | |
"TTLL7", | |
"IFNE", | |
"BLVRA", | |
"IL13", | |
"DCPS", | |
"RGS17", | |
"MDS2", | |
"TXNDC11", | |
"APBB2", | |
"GSDME", | |
"CYP27A1", | |
"VWA5B2", | |
"MARCHF8", | |
"CPT1A", | |
"MYH1", | |
"OR10A7", | |
"UQCC3", | |
"NAPSB", | |
"ATOH8", | |
"MMP12", | |
"CCNI", | |
"SLC25A34", | |
"SCG3", | |
"POC1A", | |
"IL3RA", | |
"ELL3", | |
"TNKS1BP1", | |
"ITGB8", | |
"COL4A6", | |
"RDH5", | |
"HLA-DPB2", | |
"SPHK1", | |
"PTP4A3", | |
"DERL3", | |
"LRRC43", | |
"JAKMIP3", | |
"LINC02912", | |
"HTN3", | |
"CYP26B1", | |
"ICA1L", | |
"CFAP53", | |
"MST1", | |
"MRPL38", | |
"RRH", | |
"C1orf174", | |
"LINC00272", | |
"AFAP1L2", | |
"TXNDC8", | |
"TBX6", | |
"DRICH1", | |
"LRIG3", | |
"CPA3", | |
"CCDC146", | |
"C14orf93", | |
"KIAA1656", | |
"MROH8", | |
"SMAD9", | |
"OSGIN1", | |
"ECRG4", | |
"F7", | |
"CROCC", | |
"HTR3B", | |
"EBI3", | |
"MCAM", | |
"MTNR1B", | |
"TRPM4", | |
"PIDD1", | |
"DVL2", | |
"DOCK3", | |
"LRRC23", | |
"TPO", | |
"LGI4", | |
"TTC41P", | |
"NOVA1", | |
"HMGN2P46", | |
"EHHADH", | |
"DEFB119", | |
"PTGDS", | |
"EWSAT1", | |
"RAB11FIP3", | |
"RNF17", | |
"CDS1", | |
"C9orf40", | |
"MFSD4A", | |
"THOC3", | |
"ZNF620", | |
"NEFL", | |
"FKBPL", | |
"CLLU1", | |
"CD93", | |
"TGFB2", | |
"LYG1", | |
"TCEAL1", | |
"SEMA3A", | |
"CCR9", | |
"HPCAL4", | |
"SCARNA8", | |
"KTN1-AS1", | |
"PALLD", | |
"FOXRED1", | |
"JOSD2", | |
"COA1" | |
], | |
"Coefficient": [ | |
-0.0665868745300767, | |
0.06382339160705962, | |
0.06104477159482691, | |
0.053928548835236075, | |
-0.05082436365307499, | |
0.047875350599995356, | |
0.04763490913040025, | |
0.046732460362847804, | |
0.04398518779891238, | |
-0.04317091018539303, | |
0.04220557230036927, | |
0.041007228574037546, | |
0.04009609810852076, | |
0.03886538434806825, | |
-0.037941391043704, | |
0.03711417327326859, | |
-0.03662292122104188, | |
-0.03560305730067369, | |
0.035509688161061696, | |
0.03537074030479307, | |
0.03225233610534517, | |
-0.0302968912901975, | |
0.029901628455999387, | |
-0.028380711177450432, | |
0.028235097405236814, | |
0.028106078499746584, | |
-0.027703409888679215, | |
0.02757262093666865, | |
-0.025860942514897563, | |
0.025200399364206438, | |
-0.02460216533720871, | |
0.02407144623748061, | |
0.02306016847050887, | |
-0.022567646360128348, | |
0.021576185136997016, | |
0.021131266768097706, | |
0.020593584453944734, | |
-0.020384819320541196, | |
0.020350103643223764, | |
0.020299451123772627, | |
-0.02026192385267549, | |
0.02008097801992588, | |
-0.020052674081059454, | |
-0.01985589811905964, | |
0.017672169744332267, | |
0.017066594255050235, | |
0.017053565524181618, | |
0.016590879610542383, | |
-0.016363331249354376, | |
0.016304139121156844, | |
-0.016137055795199196, | |
0.015970592138411822, | |
-0.015918179943350336, | |
-0.015361480779546959, | |
0.015080522088432765, | |
0.014819519949193909, | |
0.013905755520894385, | |
0.013800850789233224, | |
-0.01355083139597744, | |
-0.013252558450033284, | |
0.0131553386982393, | |
0.01307012294376952, | |
0.012890981167811495, | |
-0.012874330893118313, | |
-0.012618775717849612, | |
-0.012602761709796795, | |
-0.01205738552809724, | |
0.011323187705679746, | |
0.011174301508951325, | |
-0.010915059448634008, | |
0.01072494023753282, | |
0.0106463142930237, | |
-0.010167970137779493, | |
-0.009904970880815456, | |
0.00982578313221012, | |
0.009773627948709623, | |
0.009503407660473043, | |
-0.009323117242488615, | |
-0.00886932107259575, | |
-0.008710719653161211, | |
0.00869637469128397, | |
-0.008644710865659726, | |
-0.008175333637256811, | |
-0.00817334335104497, | |
-0.008096612944204664, | |
0.0080535589396627, | |
0.007924380811869573, | |
-0.007853275673233304, | |
-0.007756016353695377, | |
-0.007725356452032484, | |
-0.0077159553885983445, | |
0.007620419964510426, | |
0.007573209328913744, | |
-0.007333347872284224, | |
0.007128392238223986, | |
-0.00685641502521016, | |
0.006676930745541819, | |
-0.006621145063352971, | |
-0.006525861548046459, | |
0.006485664727894808, | |
0.006356050273509017, | |
0.006327373805865541, | |
0.006233571832909028, | |
-0.006228661606332496, | |
-0.005511784785155967, | |
0.005029881373499386, | |
-0.004321604759476923, | |
0.003493303296260503, | |
0.003160861835850744, | |
0.003104371373287703, | |
0.002806443344169484, | |
-0.0027432719463635308, | |
0.002249932458851265, | |
0.0022483333716545794, | |
-0.0021817040540721725, | |
0.0021183563375978894, | |
-0.001993590615899098, | |
0.001926860189494187, | |
-0.0018684987837407133, | |
0.001721935523754388, | |
-0.001671533619088916, | |
0.0016363452598267276, | |
-0.001095162248530895, | |
-0.0004651432439397272, | |
-0.0002871982006649489, | |
0.0001577205311958038, | |
0.00014234203169392244, | |
5.0597811015415656e-05 | |
], | |
"Absolute Coefficient": [ | |
0.0665868745300767, | |
0.06382339160705962, | |
0.06104477159482691, | |
0.053928548835236075, | |
0.05082436365307499, | |
0.047875350599995356, | |
0.04763490913040025, | |
0.046732460362847804, | |
0.04398518779891238, | |
0.04317091018539303, | |
0.04220557230036927, | |
0.041007228574037546, | |
0.04009609810852076, | |
0.03886538434806825, | |
0.037941391043704, | |
0.03711417327326859, | |
0.03662292122104188, | |
0.03560305730067369, | |
0.035509688161061696, | |
0.03537074030479307, | |
0.03225233610534517, | |
0.0302968912901975, | |
0.029901628455999387, | |
0.028380711177450432, | |
0.028235097405236814, | |
0.028106078499746584, | |
0.027703409888679215, | |
0.02757262093666865, | |
0.025860942514897563, | |
0.025200399364206438, | |
0.02460216533720871, | |
0.02407144623748061, | |
0.02306016847050887, | |
0.022567646360128348, | |
0.021576185136997016, | |
0.021131266768097706, | |
0.020593584453944734, | |
0.020384819320541196, | |
0.020350103643223764, | |
0.020299451123772627, | |
0.02026192385267549, | |
0.02008097801992588, | |
0.020052674081059454, | |
0.01985589811905964, | |
0.017672169744332267, | |
0.017066594255050235, | |
0.017053565524181618, | |
0.016590879610542383, | |
0.016363331249354376, | |
0.016304139121156844, | |
0.016137055795199196, | |
0.015970592138411822, | |
0.015918179943350336, | |
0.015361480779546959, | |
0.015080522088432765, | |
0.014819519949193909, | |
0.013905755520894385, | |
0.013800850789233224, | |
0.01355083139597744, | |
0.013252558450033284, | |
0.0131553386982393, | |
0.01307012294376952, | |
0.012890981167811495, | |
0.012874330893118313, | |
0.012618775717849612, | |
0.012602761709796795, | |
0.01205738552809724, | |
0.011323187705679746, | |
0.011174301508951325, | |
0.010915059448634008, | |
0.01072494023753282, | |
0.0106463142930237, | |
0.010167970137779493, | |
0.009904970880815456, | |
0.00982578313221012, | |
0.009773627948709623, | |
0.009503407660473043, | |
0.009323117242488615, | |
0.00886932107259575, | |
0.008710719653161211, | |
0.00869637469128397, | |
0.008644710865659726, | |
0.008175333637256811, | |
0.00817334335104497, | |
0.008096612944204664, | |
0.0080535589396627, | |
0.007924380811869573, | |
0.007853275673233304, | |
0.007756016353695377, | |
0.007725356452032484, | |
0.0077159553885983445, | |
0.007620419964510426, | |
0.007573209328913744, | |
0.007333347872284224, | |
0.007128392238223986, | |
0.00685641502521016, | |
0.006676930745541819, | |
0.006621145063352971, | |
0.006525861548046459, | |
0.006485664727894808, | |
0.006356050273509017, | |
0.006327373805865541, | |
0.006233571832909028, | |
0.006228661606332496, | |
0.005511784785155967, | |
0.005029881373499386, | |
0.004321604759476923, | |
0.003493303296260503, | |
0.003160861835850744, | |
0.003104371373287703, | |
0.002806443344169484, | |
0.0027432719463635308, | |
0.002249932458851265, | |
0.0022483333716545794, | |
0.0021817040540721725, | |
0.0021183563375978894, | |
0.001993590615899098, | |
0.001926860189494187, | |
0.0018684987837407133, | |
0.001721935523754388, | |
0.001671533619088916, | |
0.0016363452598267276, | |
0.001095162248530895, | |
0.0004651432439397272, | |
0.0002871982006649489, | |
0.0001577205311958038, | |
0.00014234203169392244, | |
5.0597811015415656e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 67.85714285714286, | |
"precision": 65.34265734265735, | |
"recall": 64.87012987012986, | |
"f1": 64.97774919843884 | |
}, | |
"selection": { | |
"precision": 0.19230769230769232, | |
"recall": 0.5128205128205128, | |
"f1": 0.2797202797202797, | |
"jaccard": 0.14084507042253522 | |
} | |
} | |
} |