Table 5 Performance of the FNMF method
From: Integrative enrichment analysis of gene expression based on an artificial neuron
FNMF | Normal–case | Normal–normal | Case–case | ||||||
|---|---|---|---|---|---|---|---|---|---|
Str_Str | Cor_Cor | Liv_Liv | Str_Cor | Str_Liv | Cor_Liv | Str_Cor | Str_Liv | Cor_Liv | |
AUC | 0.554 | 0.556 | 0.569 | 0.542 | 0.566 | 0.537 | 0.540 | 0.549 | 0.545 |
±0.016 | ±0.014 | ±0.029 | ±0.015 | ±0.022 | ±0.029 | ±0.016 | ±0.032 | ±0.032 | |
AUPR | 0.199 | 0.197 | 0.194 | 0.194 | 0.192 | 0.198 | 0.188 | 0.195 | 0.191 |
±0.017 | ±0.010 | ±0.016 | ±0.008 | ±0.013 | ±0.024 | ±0.009 | ±0.013 | ±0.011 | |