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Table 2 Results for brain lower grade glioma (LGG) dataset

From: Integrate multi-omics data with biological interaction networks using Multi-view Factorization AutoEncoder (MAE)

Model name

Average Precision

AUC

SVM

0.591

0.713

Decision tree

0.518

0.658

Naive Bayes

0.568

0.742

Random forest

0.661

0.670

AdaBoost

0.594

0.673

Variational AE

0.628

0.642

Adversarial AE

0.659

0.702

Multi-view AE

0.551

0.726

MAE + feat_int

0.576

0.727

MAE + view_sim

0.737

0.819

MAE + feat_int + view_sim

0.746

0.825

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BMC Genomics

ISSN: 1471-2164

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