Fig. 4

Freq; frequency. A Distribution of drug-side effect pair samples for five frequencies. Freq; frequency. B predictive performance of CrossFeat across different drug side effect frequency values is evaluated based on root mean squared error values. C predictive performance of CrossFeat across different drug side effect frequency values is evaluated based on mean absolute error values. D–G Box plots depicting the predicted frequencies of four randomly selected drugs across actual frequency categories. Scatter plots indicate the upper and lower 5% values. D Fluorouracil. E Pantoprazole. F Mannitol. G Pindolol