{ | |
"significant_genes": { | |
"Variable": [ | |
"ANKRD20A11P", | |
"CCDC170", | |
"FAM24A", | |
"PARD3B", | |
"NEIL1", | |
"NDC1", | |
"ENC1", | |
"LTA4H", | |
"ELAPOR1", | |
"HLA-L", | |
"MIR9-1", | |
"HTN1", | |
"MARCHF8", | |
"PGM5P2", | |
"MFSD3", | |
"IFT122", | |
"STXBP1", | |
"TTLL7", | |
"ITSN1", | |
"LCT", | |
"DCPS", | |
"IL13", | |
"IFNE", | |
"FAM167A-AS1", | |
"CADPS", | |
"TMEM255B", | |
"MYH1", | |
"NUDC", | |
"TXNDC11", | |
"OR1N1", | |
"HLA-DQB1", | |
"COL4A6", | |
"RGS17", | |
"UQCC3", | |
"TNKS1BP1", | |
"ATOH8", | |
"DRICH1", | |
"RDH5", | |
"CYP27A1", | |
"PTP4A3", | |
"OR10A7", | |
"RRH", | |
"MROH8", | |
"NAPSB", | |
"ELL3", | |
"VWA5B2", | |
"AKAP12", | |
"IL3RA", | |
"MDS2", | |
"TRPM4", | |
"SCG3", | |
"DOCK3", | |
"SPHK1", | |
"OSGIN1", | |
"HTN3", | |
"EBI3", | |
"KAT2B", | |
"CYP26B1", | |
"CPA3", | |
"BLVRA", | |
"CPT1A", | |
"SLC25A34", | |
"POC1A", | |
"DEFB119", | |
"CCR9", | |
"C1orf174", | |
"GSDME", | |
"DVL2", | |
"TBX6", | |
"LRIG3", | |
"MRPL38", | |
"LRRC23", | |
"CFAP53", | |
"C14orf93", | |
"MCAM", | |
"JOSD2", | |
"HPCAL4", | |
"MTNR1B", | |
"JAKMIP3", | |
"SMAD9", | |
"C9orf40", | |
"ADCK1", | |
"MST1", | |
"KTN1-AS1", | |
"CROCC", | |
"HLA-DPB2", | |
"CCNI", | |
"LRRC43", | |
"AP1M2", | |
"MMP12", | |
"ITGB8", | |
"SCARNA8", | |
"TXNDC8", | |
"ZNF620", | |
"HMGN2P46", | |
"THOC3", | |
"EHHADH", | |
"KIAA1656", | |
"LINC02912", | |
"LINC00272", | |
"CDS1", | |
"SNORD113-4", | |
"APBB2", | |
"TGFB2", | |
"LGI4", | |
"RNF17", | |
"SLC12A7", | |
"ECRG4", | |
"MIR205", | |
"HTR3B", | |
"CCDC146", | |
"PALLD", | |
"NBPF22P", | |
"PGAP2", | |
"PI3", | |
"PIDD1", | |
"DERL3", | |
"ICA1L", | |
"SALL2", | |
"AFAP1L2", | |
"MFSD4A", | |
"COLGALT2", | |
"ATP2B3", | |
"PEX10", | |
"SLC25A47", | |
"C3orf20", | |
"CLCN4", | |
"CHEK2", | |
"MIR205HG" | |
], | |
"Coefficient": [ | |
-0.07154691811507018, | |
0.06715946884794231, | |
0.061644054817617276, | |
0.05171841180937325, | |
0.051388756892908935, | |
0.050780372746989884, | |
-0.05049851056117866, | |
0.04938958773363052, | |
0.04680183275894535, | |
0.04519999910425393, | |
0.04268832636208699, | |
0.040115415732977534, | |
0.040042658048892864, | |
-0.03948937992017921, | |
-0.03844137956580516, | |
0.036340632594312174, | |
0.035993084363095576, | |
-0.03533417840191706, | |
-0.034324801833270156, | |
0.033078382809579164, | |
-0.03282998241988938, | |
0.030990767002186732, | |
0.030727385323922655, | |
0.030109421839921015, | |
-0.02973211942853954, | |
-0.029561628217676873, | |
-0.02841241861280413, | |
0.02828472833928635, | |
-0.02705159731373031, | |
0.026331720910249944, | |
0.025177797071032047, | |
0.024708088253773713, | |
0.024495009401944073, | |
-0.024340191261938173, | |
-0.023706788097225696, | |
0.022670767351659737, | |
0.021702935964029266, | |
0.019265055234456242, | |
0.019148328921292538, | |
-0.01909726187298247, | |
0.01875132730145744, | |
-0.018396841024159553, | |
-0.018385779289340837, | |
-0.018244619425992873, | |
0.018196510196992956, | |
-0.017834093005104596, | |
-0.017530098735794974, | |
-0.016842739830190624, | |
0.015649706179144237, | |
0.015354539773746324, | |
-0.015324030004380448, | |
0.014699898506486763, | |
0.014647820650109025, | |
-0.014214964702707044, | |
-0.014163275143376012, | |
-0.014008089383036462, | |
0.013792247223487335, | |
-0.013692169858419534, | |
-0.0135999949840424, | |
-0.013385465018765622, | |
0.013353732895713021, | |
0.013282733666735559, | |
0.012964583505262198, | |
0.012939074103099165, | |
-0.012694578649494692, | |
0.012591064870191647, | |
0.012533125228264717, | |
-0.011783408660054145, | |
0.011604143321068447, | |
0.011497697173405435, | |
0.011114569476681982, | |
-0.010749398146646633, | |
-0.0107137475263223, | |
-0.010707966533443462, | |
-0.009799107157489122, | |
0.00978894746123935, | |
0.009696658457158419, | |
-0.009482384209130485, | |
0.008840855430243153, | |
-0.008821635070499103, | |
0.00876729763823398, | |
0.00859283870105801, | |
0.008560743569542343, | |
-0.008531238172713314, | |
0.008450285919767389, | |
0.008409426815823635, | |
0.008388656019691052, | |
0.008380259380100213, | |
-0.008335891105498743, | |
0.008307392898031203, | |
-0.008262022441414168, | |
-0.008093561412813002, | |
-0.007954139319738885, | |
-0.006807657343150646, | |
0.006575730368739397, | |
0.0063896477631483406, | |
0.006372267547134351, | |
0.006167565840862193, | |
0.005868732891101873, | |
0.005672625668985635, | |
0.005464182853699161, | |
0.005331090523877835, | |
0.004801691789195405, | |
-0.004414681795776294, | |
-0.00433571320019006, | |
-0.0042190786120415, | |
-0.0036281782032413093, | |
-0.003155175028569665, | |
0.0027210431293972085, | |
-0.0025266076082562415, | |
-0.002481942642349738, | |
-0.002451438018822985, | |
-0.002343485988426061, | |
-0.0022214808637540323, | |
-0.0020202177553226173, | |
0.0020113955426970674, | |
-0.0019461803591893426, | |
-0.0019088445734435746, | |
-0.0018619356579985008, | |
-0.0016212164537391523, | |
0.0009524790177975716, | |
-0.0008467917295159765, | |
0.0006940345993246828, | |
-0.0005773082226584037, | |
0.0003447725412649986, | |
-0.0003084565552784828, | |
-0.0002856213500016524, | |
-7.408827655109378e-05, | |
3.752866562113205e-17 | |
], | |
"Absolute Coefficient": [ | |
0.07154691811507018, | |
0.06715946884794231, | |
0.061644054817617276, | |
0.05171841180937325, | |
0.051388756892908935, | |
0.050780372746989884, | |
0.05049851056117866, | |
0.04938958773363052, | |
0.04680183275894535, | |
0.04519999910425393, | |
0.04268832636208699, | |
0.040115415732977534, | |
0.040042658048892864, | |
0.03948937992017921, | |
0.03844137956580516, | |
0.036340632594312174, | |
0.035993084363095576, | |
0.03533417840191706, | |
0.034324801833270156, | |
0.033078382809579164, | |
0.03282998241988938, | |
0.030990767002186732, | |
0.030727385323922655, | |
0.030109421839921015, | |
0.02973211942853954, | |
0.029561628217676873, | |
0.02841241861280413, | |
0.02828472833928635, | |
0.02705159731373031, | |
0.026331720910249944, | |
0.025177797071032047, | |
0.024708088253773713, | |
0.024495009401944073, | |
0.024340191261938173, | |
0.023706788097225696, | |
0.022670767351659737, | |
0.021702935964029266, | |
0.019265055234456242, | |
0.019148328921292538, | |
0.01909726187298247, | |
0.01875132730145744, | |
0.018396841024159553, | |
0.018385779289340837, | |
0.018244619425992873, | |
0.018196510196992956, | |
0.017834093005104596, | |
0.017530098735794974, | |
0.016842739830190624, | |
0.015649706179144237, | |
0.015354539773746324, | |
0.015324030004380448, | |
0.014699898506486763, | |
0.014647820650109025, | |
0.014214964702707044, | |
0.014163275143376012, | |
0.014008089383036462, | |
0.013792247223487335, | |
0.013692169858419534, | |
0.0135999949840424, | |
0.013385465018765622, | |
0.013353732895713021, | |
0.013282733666735559, | |
0.012964583505262198, | |
0.012939074103099165, | |
0.012694578649494692, | |
0.012591064870191647, | |
0.012533125228264717, | |
0.011783408660054145, | |
0.011604143321068447, | |
0.011497697173405435, | |
0.011114569476681982, | |
0.010749398146646633, | |
0.0107137475263223, | |
0.010707966533443462, | |
0.009799107157489122, | |
0.00978894746123935, | |
0.009696658457158419, | |
0.009482384209130485, | |
0.008840855430243153, | |
0.008821635070499103, | |
0.00876729763823398, | |
0.00859283870105801, | |
0.008560743569542343, | |
0.008531238172713314, | |
0.008450285919767389, | |
0.008409426815823635, | |
0.008388656019691052, | |
0.008380259380100213, | |
0.008335891105498743, | |
0.008307392898031203, | |
0.008262022441414168, | |
0.008093561412813002, | |
0.007954139319738885, | |
0.006807657343150646, | |
0.006575730368739397, | |
0.0063896477631483406, | |
0.006372267547134351, | |
0.006167565840862193, | |
0.005868732891101873, | |
0.005672625668985635, | |
0.005464182853699161, | |
0.005331090523877835, | |
0.004801691789195405, | |
0.004414681795776294, | |
0.00433571320019006, | |
0.0042190786120415, | |
0.0036281782032413093, | |
0.003155175028569665, | |
0.0027210431293972085, | |
0.0025266076082562415, | |
0.002481942642349738, | |
0.002451438018822985, | |
0.002343485988426061, | |
0.0022214808637540323, | |
0.0020202177553226173, | |
0.0020113955426970674, | |
0.0019461803591893426, | |
0.0019088445734435746, | |
0.0018619356579985008, | |
0.0016212164537391523, | |
0.0009524790177975716, | |
0.0008467917295159765, | |
0.0006940345993246828, | |
0.0005773082226584037, | |
0.0003447725412649986, | |
0.0003084565552784828, | |
0.0002856213500016524, | |
7.408827655109378e-05, | |
3.752866562113205e-17 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 59.999999999999986, | |
"precision": 55.1082251082251, | |
"recall": 54.63203463203463, | |
"f1": 53.9485827072034 | |
}, | |
"selection": { | |
"precision": 0.19417475728155337, | |
"recall": 0.5128205128205128, | |
"f1": 0.2816901408450704, | |
"jaccard": 0.14184397163120568 | |
} | |
} | |
} |