{ | |
"significant_genes": { | |
"Variable": [ | |
"RASD1", | |
"TUBA3E", | |
"MYH6", | |
"CDC42EP4", | |
"DYRK1B", | |
"SERPINA3", | |
"CSRNP1", | |
"PRKCD", | |
"IRX2", | |
"CEBPD", | |
"TUBB4B", | |
"FCN3", | |
"JAK2", | |
"DDIT3", | |
"ASPSCR1", | |
"INPP1" | |
], | |
"Coefficient": [ | |
-0.07920476574740973, | |
-0.06053554999175736, | |
-0.053413004170319626, | |
-0.03806769053525808, | |
0.024820208332333272, | |
-0.019345149277606378, | |
-0.012972219728726486, | |
-0.01223284119387271, | |
0.010640150922441052, | |
-0.008468542540227214, | |
-0.008076098983559286, | |
-0.0043735891594008725, | |
0.0042641501629277845, | |
0.004165676921141507, | |
-0.001383519842053438, | |
-0.0009642402779534329 | |
], | |
"Absolute Coefficient": [ | |
0.07920476574740973, | |
0.06053554999175736, | |
0.053413004170319626, | |
0.03806769053525808, | |
0.024820208332333272, | |
0.019345149277606378, | |
0.012972219728726486, | |
0.01223284119387271, | |
0.010640150922441052, | |
0.008468542540227214, | |
0.008076098983559286, | |
0.0043735891594008725, | |
0.0042641501629277845, | |
0.004165676921141507, | |
0.001383519842053438, | |
0.0009642402779534329 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 99.28571428571429, | |
"precision": 99.0, | |
"recall": 100.0, | |
"f1": 99.48717948717949 | |
}, | |
"selection": { | |
"precision": 6.548265460030166, | |
"recall": 0.8547008547008549, | |
"f1": 1.5107338328076743, | |
"jaccard": 0.7611167582950403 | |
} | |
} | |
} |