{ | |
"significant_genes": { | |
"Variable": [ | |
"GET1", | |
"IFNAR1", | |
"DPP3", | |
"HIF3A", | |
"UBE2G2", | |
"EMP2", | |
"OR2AK2", | |
"MED27", | |
"SMAD6", | |
"TKFC", | |
"MTHFD2", | |
"RPS24", | |
"METTL27", | |
"PIF1", | |
"RAB9B", | |
"ADM", | |
"ETV3", | |
"SAMD8", | |
"SLC2A1", | |
"DUSP8", | |
"PFKL", | |
"NAMPT", | |
"IL10RB", | |
"SOD1", | |
"MLANA", | |
"OR56B1", | |
"ASGR1", | |
"ZBTB8OS", | |
"TYRO3", | |
"OR2L13", | |
"NR4A3", | |
"TMEM204", | |
"TMEM8B", | |
"ZNF691", | |
"RPL5", | |
"ERICH1", | |
"RING1", | |
"KRT8", | |
"CHCHD7", | |
"SNRPD3", | |
"PRKY", | |
"STXBP2", | |
"SMIM11", | |
"NEURL4", | |
"SLC16A3", | |
"NRIP1", | |
"CWC25", | |
"SRSF6", | |
"CD300E", | |
"CFAP298", | |
"OR8J1", | |
"GPR20", | |
"ELAC1", | |
"IRX2", | |
"ENKD1", | |
"PSEN1", | |
"RRAGA", | |
"YY1AP1", | |
"KRR1", | |
"RAB5B", | |
"RASGRP2", | |
"EMP1", | |
"RASA4", | |
"CHID1", | |
"COL9A3", | |
"DEFB123", | |
"H2AJ", | |
"CANT1", | |
"RAB32", | |
"MYBPC2", | |
"H1-7", | |
"SLC16A6", | |
"SNF8", | |
"SDE2", | |
"NAT14", | |
"CASTOR1", | |
"ATG12", | |
"ZNF433", | |
"GPR151", | |
"NDUFB2", | |
"NATD1" | |
], | |
"Coefficient": [ | |
0.0554384761787968, | |
0.04528177074678389, | |
-0.04157950487295035, | |
0.03690876113958514, | |
0.03589404710110382, | |
0.028251682611914, | |
0.026789429280421672, | |
0.02442338642922247, | |
0.0237376859796088, | |
-0.023572907838818775, | |
0.023501292975092146, | |
0.023063600373038427, | |
0.02157363067212055, | |
0.020621662482577893, | |
0.018297840470906622, | |
0.01730215729308559, | |
-0.017144152703695764, | |
0.0169197834917344, | |
0.016098155916693762, | |
-0.015725510690140394, | |
0.015006681332137338, | |
0.014614014754396672, | |
0.013202383031367372, | |
0.013164460862810364, | |
0.013135667934771719, | |
0.013021124383988298, | |
0.012518582146162175, | |
0.011934487560973438, | |
-0.011751445309157537, | |
0.01109857359047134, | |
-0.009895293434183185, | |
0.009501001847092141, | |
-0.009268015587295331, | |
-0.009101016548994449, | |
-0.009004012146610734, | |
0.008715110032907643, | |
-0.008461944718900046, | |
-0.008356969898932884, | |
0.008232157559821238, | |
0.008061538167488681, | |
0.006277633961576438, | |
0.006166944159274271, | |
0.005976040922159532, | |
-0.0056800533370942475, | |
0.005492185905281585, | |
0.005487607009672384, | |
-0.00540491369923235, | |
-0.005351599540769609, | |
0.005045997735865223, | |
0.005015893801075998, | |
0.004916554757482174, | |
0.00476252002910852, | |
0.004431749542316731, | |
0.004120021719851306, | |
0.0038974780541697895, | |
-0.0038557885180040023, | |
-0.0037793398225105536, | |
0.0034214963612254476, | |
-0.0032286051673394837, | |
-0.0031595381569150616, | |
0.003155351806055911, | |
0.003127539612745419, | |
0.0030478790189221554, | |
-0.00285333665602479, | |
0.0025734732128505616, | |
0.002437078421391166, | |
0.0022224325521618543, | |
-0.0018017059852655608, | |
0.001741121328353699, | |
0.0014453470864830514, | |
0.0014114903473964682, | |
0.0013457916157074855, | |
-0.0011574513750969432, | |
0.0010668143439283803, | |
0.001061844111754674, | |
0.0009803725951581042, | |
0.0008743234455827608, | |
0.0005330108013338866, | |
0.00028838621180961646, | |
-0.00010231527443104145, | |
5.09320650099454e-07 | |
], | |
"Absolute Coefficient": [ | |
0.0554384761787968, | |
0.04528177074678389, | |
0.04157950487295035, | |
0.03690876113958514, | |
0.03589404710110382, | |
0.028251682611914, | |
0.026789429280421672, | |
0.02442338642922247, | |
0.0237376859796088, | |
0.023572907838818775, | |
0.023501292975092146, | |
0.023063600373038427, | |
0.02157363067212055, | |
0.020621662482577893, | |
0.018297840470906622, | |
0.01730215729308559, | |
0.017144152703695764, | |
0.0169197834917344, | |
0.016098155916693762, | |
0.015725510690140394, | |
0.015006681332137338, | |
0.014614014754396672, | |
0.013202383031367372, | |
0.013164460862810364, | |
0.013135667934771719, | |
0.013021124383988298, | |
0.012518582146162175, | |
0.011934487560973438, | |
0.011751445309157537, | |
0.01109857359047134, | |
0.009895293434183185, | |
0.009501001847092141, | |
0.009268015587295331, | |
0.009101016548994449, | |
0.009004012146610734, | |
0.008715110032907643, | |
0.008461944718900046, | |
0.008356969898932884, | |
0.008232157559821238, | |
0.008061538167488681, | |
0.006277633961576438, | |
0.006166944159274271, | |
0.005976040922159532, | |
0.0056800533370942475, | |
0.005492185905281585, | |
0.005487607009672384, | |
0.00540491369923235, | |
0.005351599540769609, | |
0.005045997735865223, | |
0.005015893801075998, | |
0.004916554757482174, | |
0.00476252002910852, | |
0.004431749542316731, | |
0.004120021719851306, | |
0.0038974780541697895, | |
0.0038557885180040023, | |
0.0037793398225105536, | |
0.0034214963612254476, | |
0.0032286051673394837, | |
0.0031595381569150616, | |
0.003155351806055911, | |
0.003127539612745419, | |
0.0030478790189221554, | |
0.00285333665602479, | |
0.0025734732128505616, | |
0.002437078421391166, | |
0.0022224325521618543, | |
0.0018017059852655608, | |
0.001741121328353699, | |
0.0014453470864830514, | |
0.0014114903473964682, | |
0.0013457916157074855, | |
0.0011574513750969432, | |
0.0010668143439283803, | |
0.001061844111754674, | |
0.0009803725951581042, | |
0.0008743234455827608, | |
0.0005330108013338866, | |
0.00028838621180961646, | |
0.00010231527443104145, | |
5.09320650099454e-07 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.1304347826087, | |
"precision": 100.0, | |
"recall": 98.0, | |
"f1": 98.94736842105263 | |
}, | |
"selection": { | |
"precision": 4.059575106652089, | |
"recall": 0.4658901830282862, | |
"f1": 0.8354208288795256, | |
"jaccard": 0.4197675146383517 | |
} | |
} | |
} |