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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

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BMC Bioinformatics

ISSN: 1471-2105

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