{ | |
"significant_genes": { | |
"Variable": [ | |
"NYAP1", | |
"CENPC", | |
"MAP3K7CL", | |
"DHX32", | |
"ELAVL1", | |
"ZSWIM4", | |
"INPP5B", | |
"TMEM41A", | |
"GLRX", | |
"SUCLG1", | |
"FN3KRP", | |
"LAMC3", | |
"GFRA2", | |
"EIF1", | |
"ARHGAP31", | |
"SCGB3A1", | |
"MYBBP1A", | |
"CRACR2B", | |
"MAP3K10", | |
"PPP2R3A", | |
"PDRG1", | |
"CERS5", | |
"ACTL10", | |
"ZCCHC17", | |
"RAB2B", | |
"FMC1-LUC7L2", | |
"CYSTM1", | |
"ISL2", | |
"NDUFAF7", | |
"BPNT1", | |
"SMARCAL1", | |
"RNF141", | |
"FAM117A", | |
"SELENOO", | |
"SAPCD2", | |
"MED16", | |
"TUSC2", | |
"LGALSL", | |
"ZNF701", | |
"FER1L6-AS1", | |
"TMEM164", | |
"H2BC8", | |
"CLPX", | |
"SYMPK", | |
"ACOT4", | |
"CCDC186", | |
"EMC1", | |
"CD164", | |
"ZNF615", | |
"TLK2", | |
"ENTPD4", | |
"NUDT2", | |
"MOGS", | |
"CYBB", | |
"FAM118A", | |
"NOP10", | |
"SPAG7", | |
"MIR22HG", | |
"TNFRSF11A", | |
"BIN3", | |
"ACAD8", | |
"C20orf204", | |
"MYBPH", | |
"HLA-C", | |
"ENTPD6", | |
"CES3", | |
"PI4K2A", | |
"OLIG1", | |
"GOLT1B", | |
"POLR2D", | |
"ATOSB", | |
"LTBR", | |
"ROGDI", | |
"DEFB121", | |
"UQCC2", | |
"SLFN13", | |
"ISY1", | |
"UTP14A", | |
"RASL10B", | |
"MAGEB3", | |
"PLK3", | |
"TMEM121B", | |
"PLB1", | |
"OR52E6", | |
"ZNRD2", | |
"SLFN12", | |
"LRRC18", | |
"E2F2", | |
"CTRL", | |
"ATG2A", | |
"DUSP14", | |
"PROP1", | |
"ANKS4B", | |
"CFD", | |
"DHX34", | |
"NUTF2", | |
"C2orf42", | |
"COQ8B", | |
"BAMBI", | |
"MTMR10", | |
"EIF1AY", | |
"GABBR1", | |
"LIMS2", | |
"QTRT2", | |
"LRP4", | |
"NQO2", | |
"EPHB4", | |
"AQP10", | |
"CHURC1", | |
"SGPL1", | |
"SLC39A6", | |
"PID1", | |
"ZNF213", | |
"SLC5A8", | |
"TYMS", | |
"MYOF", | |
"TMED4", | |
"USP47", | |
"MAK", | |
"NAPSB", | |
"JOSD1", | |
"GBE1", | |
"PRKAR2A", | |
"UQCR10", | |
"CCDC107", | |
"SRD5A1", | |
"ABHD1", | |
"CRX", | |
"CARM1", | |
"MAN2A1", | |
"HIBCH", | |
"GPR68", | |
"NDUFV3", | |
"SMG7", | |
"RNF138P1", | |
"HIP1", | |
"EEF1AKMT3", | |
"RBBP6", | |
"COLGALT2", | |
"PCDHA5", | |
"LMNTD1", | |
"DPYSL4", | |
"TUBB4B", | |
"PEBP4", | |
"PHF20", | |
"RASA3", | |
"ATP1A3", | |
"PPIA", | |
"TBCEL", | |
"MPHOSPH10", | |
"DHX35", | |
"MRM2", | |
"CCNF", | |
"NDN", | |
"KDM3A", | |
"PTGDS", | |
"AARS2", | |
"PARD6A", | |
"SEMA4F", | |
"M1AP", | |
"MAPRE3", | |
"CTU1", | |
"CAST", | |
"RNASET2" | |
], | |
"Coefficient": [ | |
-0.07580362145789556, | |
0.0747962325707405, | |
0.06437858918460232, | |
-0.0634564681402231, | |
0.06265905232823063, | |
0.06218840315437502, | |
0.053386683446269775, | |
-0.0525426622723489, | |
-0.04974905856310239, | |
0.04841244361219496, | |
-0.04739001533200389, | |
-0.04630069218507019, | |
0.04622798237526736, | |
0.04558172280033602, | |
-0.04553602272596348, | |
-0.04527161564300292, | |
-0.04454095893772958, | |
-0.04453807572727038, | |
-0.043352906806839286, | |
0.042598977912687956, | |
-0.04153721960919108, | |
0.040598166501168056, | |
-0.040128489192742874, | |
0.04000905358161921, | |
-0.038711140466699705, | |
0.03762397879340201, | |
0.03707233653578472, | |
-0.03692598762522492, | |
0.03638151377825807, | |
0.03612209984260354, | |
0.03579776035744078, | |
0.03347866260555569, | |
-0.03285785571565903, | |
-0.032492264523510964, | |
0.032338272696478994, | |
-0.031510255698244546, | |
-0.03035093795205742, | |
-0.029616653872947946, | |
-0.028193226967376816, | |
-0.028077007570266568, | |
-0.027863065974938588, | |
0.027616119695153207, | |
0.02753501901959708, | |
0.027401161282461617, | |
0.027381065519811565, | |
0.02734080295310955, | |
0.026693360369244128, | |
-0.02540941118406725, | |
-0.025408989598016397, | |
0.025262117949842403, | |
0.02406031533212129, | |
-0.02367134164383554, | |
-0.023177032932083175, | |
-0.0230188848272053, | |
-0.02245976547100825, | |
0.02241895877080299, | |
-0.02222312064429515, | |
0.021854051951106956, | |
-0.021153950331070644, | |
0.02089342655216483, | |
-0.020416023743836744, | |
0.019674398812584003, | |
0.01962972802755885, | |
0.019486273151877356, | |
-0.019406297860985616, | |
-0.0191895222396732, | |
0.01870090469599505, | |
-0.018615618216477278, | |
-0.01829354331350997, | |
0.017255080005935976, | |
-0.01698183260332613, | |
-0.016766466985565328, | |
-0.01670132240107694, | |
0.016178356683615617, | |
-0.01570819649286986, | |
0.0154601309898504, | |
0.015070530702085473, | |
0.014252453302361853, | |
0.01422380165173407, | |
0.013978675326287878, | |
0.013887825784418138, | |
0.013839905538837701, | |
0.013486143105966535, | |
0.01326364133383189, | |
0.013161778055251537, | |
0.013103662131513798, | |
0.013076335341289722, | |
-0.012700750888753148, | |
0.0126390882308913, | |
0.012373645661366377, | |
-0.012234892419150612, | |
0.012033964878554482, | |
0.011816398740923679, | |
-0.011359410634136034, | |
0.011099980236579706, | |
0.01053649734777334, | |
-0.010300786689484417, | |
0.009872415169180257, | |
0.009770327538612341, | |
0.009500266276715482, | |
0.009399468325200432, | |
-0.008993967227982446, | |
0.008833272268824027, | |
-0.008586927477327266, | |
-0.008175532509619107, | |
0.00813850944729856, | |
0.008085779146548212, | |
0.008043687506803206, | |
0.008042064073668866, | |
0.006728483873970478, | |
0.006721225728924203, | |
-0.006490685718399404, | |
0.006333292970446456, | |
0.006198643743761798, | |
0.006128779686454336, | |
-0.006070072462814849, | |
0.005700950806126868, | |
0.005459057925341906, | |
0.005215572944956593, | |
-0.0050469352017091474, | |
0.005007070699778966, | |
-0.004918250096841642, | |
0.004861169358832312, | |
0.0048293636552190706, | |
-0.004709045274530972, | |
-0.004612831414117672, | |
-0.004312454525019243, | |
0.004143102628541776, | |
-0.004121111774085327, | |
0.004028779468837412, | |
0.0038327050692391756, | |
-0.003673288428318684, | |
-0.0033052559001944043, | |
-0.0033020618041744243, | |
0.003109075938399228, | |
-0.0030835473230217555, | |
0.0027485379456046602, | |
0.002564382521304052, | |
-0.002549372426074737, | |
0.0025238949218335956, | |
0.0021142354766127717, | |
0.0021031049549967047, | |
0.0019631954588161396, | |
0.001943237171485553, | |
-0.001815251309501656, | |
-0.001388593204347391, | |
0.0013829610360833044, | |
-0.0008086577046276894, | |
-0.0007861341039864807, | |
-0.000717899614457562, | |
0.0005922494252119243, | |
-0.0004784805357615513, | |
0.000455904460794453, | |
-0.00044877048324893417, | |
-0.00039443166132275854, | |
0.00038131693800186046, | |
-0.00036370261384181845, | |
0.00034039793573862833, | |
0.0003271340455738423, | |
0.0002791078863298024, | |
0.00026361424697528274, | |
-0.00021902095314260098, | |
-9.847134974659614e-06, | |
-9.413266560637e-08 | |
], | |
"Absolute Coefficient": [ | |
0.07580362145789556, | |
0.0747962325707405, | |
0.06437858918460232, | |
0.0634564681402231, | |
0.06265905232823063, | |
0.06218840315437502, | |
0.053386683446269775, | |
0.0525426622723489, | |
0.04974905856310239, | |
0.04841244361219496, | |
0.04739001533200389, | |
0.04630069218507019, | |
0.04622798237526736, | |
0.04558172280033602, | |
0.04553602272596348, | |
0.04527161564300292, | |
0.04454095893772958, | |
0.04453807572727038, | |
0.043352906806839286, | |
0.042598977912687956, | |
0.04153721960919108, | |
0.040598166501168056, | |
0.040128489192742874, | |
0.04000905358161921, | |
0.038711140466699705, | |
0.03762397879340201, | |
0.03707233653578472, | |
0.03692598762522492, | |
0.03638151377825807, | |
0.03612209984260354, | |
0.03579776035744078, | |
0.03347866260555569, | |
0.03285785571565903, | |
0.032492264523510964, | |
0.032338272696478994, | |
0.031510255698244546, | |
0.03035093795205742, | |
0.029616653872947946, | |
0.028193226967376816, | |
0.028077007570266568, | |
0.027863065974938588, | |
0.027616119695153207, | |
0.02753501901959708, | |
0.027401161282461617, | |
0.027381065519811565, | |
0.02734080295310955, | |
0.026693360369244128, | |
0.02540941118406725, | |
0.025408989598016397, | |
0.025262117949842403, | |
0.02406031533212129, | |
0.02367134164383554, | |
0.023177032932083175, | |
0.0230188848272053, | |
0.02245976547100825, | |
0.02241895877080299, | |
0.02222312064429515, | |
0.021854051951106956, | |
0.021153950331070644, | |
0.02089342655216483, | |
0.020416023743836744, | |
0.019674398812584003, | |
0.01962972802755885, | |
0.019486273151877356, | |
0.019406297860985616, | |
0.0191895222396732, | |
0.01870090469599505, | |
0.018615618216477278, | |
0.01829354331350997, | |
0.017255080005935976, | |
0.01698183260332613, | |
0.016766466985565328, | |
0.01670132240107694, | |
0.016178356683615617, | |
0.01570819649286986, | |
0.0154601309898504, | |
0.015070530702085473, | |
0.014252453302361853, | |
0.01422380165173407, | |
0.013978675326287878, | |
0.013887825784418138, | |
0.013839905538837701, | |
0.013486143105966535, | |
0.01326364133383189, | |
0.013161778055251537, | |
0.013103662131513798, | |
0.013076335341289722, | |
0.012700750888753148, | |
0.0126390882308913, | |
0.012373645661366377, | |
0.012234892419150612, | |
0.012033964878554482, | |
0.011816398740923679, | |
0.011359410634136034, | |
0.011099980236579706, | |
0.01053649734777334, | |
0.010300786689484417, | |
0.009872415169180257, | |
0.009770327538612341, | |
0.009500266276715482, | |
0.009399468325200432, | |
0.008993967227982446, | |
0.008833272268824027, | |
0.008586927477327266, | |
0.008175532509619107, | |
0.00813850944729856, | |
0.008085779146548212, | |
0.008043687506803206, | |
0.008042064073668866, | |
0.006728483873970478, | |
0.006721225728924203, | |
0.006490685718399404, | |
0.006333292970446456, | |
0.006198643743761798, | |
0.006128779686454336, | |
0.006070072462814849, | |
0.005700950806126868, | |
0.005459057925341906, | |
0.005215572944956593, | |
0.0050469352017091474, | |
0.005007070699778966, | |
0.004918250096841642, | |
0.004861169358832312, | |
0.0048293636552190706, | |
0.004709045274530972, | |
0.004612831414117672, | |
0.004312454525019243, | |
0.004143102628541776, | |
0.004121111774085327, | |
0.004028779468837412, | |
0.0038327050692391756, | |
0.003673288428318684, | |
0.0033052559001944043, | |
0.0033020618041744243, | |
0.003109075938399228, | |
0.0030835473230217555, | |
0.0027485379456046602, | |
0.002564382521304052, | |
0.002549372426074737, | |
0.0025238949218335956, | |
0.0021142354766127717, | |
0.0021031049549967047, | |
0.0019631954588161396, | |
0.001943237171485553, | |
0.001815251309501656, | |
0.001388593204347391, | |
0.0013829610360833044, | |
0.0008086577046276894, | |
0.0007861341039864807, | |
0.000717899614457562, | |
0.0005922494252119243, | |
0.0004784805357615513, | |
0.000455904460794453, | |
0.00044877048324893417, | |
0.00039443166132275854, | |
0.00038131693800186046, | |
0.00036370261384181845, | |
0.00034039793573862833, | |
0.0003271340455738423, | |
0.0002791078863298024, | |
0.00026361424697528274, | |
0.00021902095314260098, | |
9.847134974659614e-06, | |
9.413266560637e-08 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 65.0, | |
"precision": 65.0, | |
"recall": 100.0, | |
"f1": 78.02418101992569 | |
}, | |
"selection": { | |
"precision": 5.683839792115653, | |
"recall": 0.9285714285714286, | |
"f1": 1.5960962895048645, | |
"jaccard": 0.8047521204292721 | |
} | |
} | |
} |