From: Graph convolutional and attention models for entity classification in multilayer networks
\(\ell\) | Koumbia-Fon | Koumbia-Foff | Koumbia-normal | |||
---|---|---|---|---|---|---|
Accuracy | MRR | Accuracy | MRR | Accuracy | MRR | |
2 | \(\mathbf {0.9082 \pm 0.0113}\) | \(\mathbf {0.9541\pm 0.0057}\) | \(0.7426 \pm 0.0200\) | \(0.8713 \pm 0.0100\) | \(0.7556 \pm 0.0164\) | \(0.8778 \pm 0.0082\) |
5 | \(\mathbf {0.9373 \pm 0.0054}\) | \(\mathbf {0.9687 \pm 0.0027}\) | \(0.7656 \pm 0.0117\) | \(0.8828 \pm 0.0059\) | \(0.8355 \pm 0.01153\) | \(0.9193 \pm 0.0076\) |
10 | \(\mathbf {0.9385 \pm 0.0073}\) | \(\mathbf {0.9693 \pm 0.0036}\) | \(0.7588 \pm 0.0126\) | \(0.8794 \pm 0.0063\) | \(0.7874 \pm 0.0116\) | \(0.8937 \pm 0.0058\) |
15 | \(\mathbf {0.9355 \pm 0.0089}\) | \(\mathbf {0.9687 \pm 0.0044}\) | \(0.7522 \pm 0.0125\) | \(0.8761 \pm 0.0063\) | \(0.7723 \pm 0.0133\) | \(0.8826 \pm 0.0067\) |
20 | \(\mathbf {0.9404 \pm 0.0069}\) | \(\mathbf {0.9702 \pm 0.0035}\) | \(0.7488 \pm 0.0167\) | \(0.8744 \pm 0.0084\) | \(0.7706 \pm 0.0091\) | \(0.8853 \pm 0.0046\) |