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Table 2 Performance of DeepLPI, lncADeep and RPITER when datasets from RPI369, RPI1807, RPI2241, and NPInter v2.0 are used for training and the NPInter v3.0 dataset is used for testing

From: DeepLPI: a multimodal deep learning method for predicting the interactions between lncRNAs and protein isoforms

  1. Here, #int represents the number of positive lncRNA-protein interactions contained in a training dataset. As the training data increases, the performance DeepLPI, lncADeep and RPITER improves as expected, but the rate of improvement for DeepLPI is higher than the other methods