However, it is worth noting that although our model achieved satisfactory classification performance on all four datasets, comparing the classification performance between different datasets, we found that the auROC of the Nuclear receptor, GPCR, Ion channels, and Enzyme datasets were 92.26%, 97.65%, 98.21%, and 99.33%, respectively, indicating an increasing trend in their performance.
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Prediction of drug target interaction based on under sampling strategy and random forest algorithm.
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