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Table 2 Prediction performance of all methods on the experimental datasets. The reported numbers are the misclassification errors on the corresponding data in the header with the model trained on the dataset with the other technology

From: Evaluation of network-guided random forest for disease gene discovery

Method

Microarray

RNA-Seq

Standard RF

13.03%

14.13%

Marginal-P

12.68%

13.43%

Topology

11.97%

13.07%

Network-P

12.32%

12.37%