Table 4 Summary of performance indices on experimental data. Legend—\(\alpha _{opt}\): optimal value of the regularization parameter; \(q_{\text {max}}\): error threshold expressed as percentile of the MSE distribution; \(\rho\): Pearson correlation coefficient; pval: p value; FDR: false discovery rate
\(\alpha _{opt}\) | \(q_{\text {max}}\) | \(\rho\) | pval | \(FDR<0.05\) | |
|---|---|---|---|---|---|
nDNA damage | 7 | 3 | 0.68 | \(1.5\cdot 10^{-90}\) | \(98\%\) |
Oxidative stress | 14 | 31 | 0.54 | \(1.2\cdot 10^{-54}\) | \(92\%\) |
Malaria IDC | 15 | 9 | 0.59 | \(4.5\cdot 10^{-56}\) | \(91\%\) |