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Table 8 Dataset D: 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 0.946 0.934 0.898 0.869
UCr 0.897 0.904 0.897 0.756
CDf 0.926 0.935 0.884 0.859
CDr 0.888 0.888 0.821 0.722
iCDf 0.931 0.943 0.905 0.863
iCDr 0.901 0.910 0.846 0.778