Table 5 P-values comparing CSVM to other models (restricted spectrum).
From: Machine learning comparison for biomarker level estimation in wastewater dynamics monitoring
Model | Accuracy | Precision | Recall | F1 | Specificity |
|---|---|---|---|---|---|
FGSVM | \(7.01 \times 10^{-11}\) | \(3.09 \times 10^{-11}\) | \(6.24 \times 10^{-11}\) | \(4.11 \times 10^{-11}\) | \(7.02 \times 10^{-11}\) |
WNN | \(1.09 \times 10^{-16}\) | \(7.29 \times 10^{-17}\) | \(1.04 \times 10^{-16}\) | \(8.11 \times 10^{-17}\) | \(1.08 \times 10^{-16}\) |
MNN | \(2.22 \times 10^{-23}\) | \(1.85 \times 10^{-23}\) | \(2.39 \times 10^{-23}\) | \(1.90 \times 10^{-23}\) | \(2.08 \times 10^{-23}\) |
FKNN | \(7.17 \times 10^{-25}\) | \(2.40 \times 10^{-24}\) | \(8.96 \times 10^{-25}\) | \(1.35 \times 10^{-24}\) | \(6.59 \times 10^{-25}\) |
