Table 15 Dataset D on IBD: classification performance of Ph-CNN compared to other classifiers on the external validation dataset
From: Phylogenetic convolutional neural networks in metagenomics
Task | Ph-CNN | LSVM | MLPNN | RF |
|---|---|---|---|---|
UCf | 0.741 | 0.740 | 0.666 | 0.699 |
UCr | 0.583 | 0.497 | 0.608 | 0.678 |
CDf | 0.858 | 0.642 | 0.705 | 0.707 |
CDr | 0.853 | 0.654 | 0.654 | 0.597 |
iCDf | 0.842 | 0.418 | 0.401 | 0.920 |
iCDr | 0.628 | 0.414 | 0.414 | 0.418 |