In this updated code, an if statement is added inside the loop where predictions are generated. It checks if all the elements in the sequence are integers using the isinstance function. If all elements are integers, the prediction is rounded using the round function. Otherwise, the decimal prediction is kept as is.

This way, the method adapts the rounding behavior based on the original data type of the sequence.