The average prediction accuracies of 3-fold cross-validation for each dose.

The prediction accuracy based on sequence length shows a similar trend observed when all of the curves were averaged. As the sequence length increases for each does, the prediction accuracy increases. The only exception is the dose of 6.19 µg/ml, where the accuracy is 100% because this dose does not transition out of the initial state. In cases with more complex transitions, a larger sequence length is needed for accurate predictions.