Skip to main content

Table 1 Results for bladder urothelial carcinoma (BLCA) dataset

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

Model nameAverage precisionAUC
SVM0.5870.688
Decision tree0.5900.575
Naive Bayes0.4560.635
Random forest0.5750.670
AdaBoost0.5870.662
Variational AE0.5280.563
Adversarial AE0.6170.693
Multi-view AE0.5950.699
MAE + feat_int0.6500.719
MAE + view_sim0.6520.723
MAE + feat_int + view_sim0.6640.740