I was thinking about Stemming algorithms and their Performance measurement. Most of the literature uses Accuracy, Precision, and F1 scores.

In stemming, we focus on words. Sometimes, an algorithm might not give a proper word, but it can provide a near-perfect result. With those measurements stated earlier, we would not get the perfect result as these words would be considered wrong.

Is there any measuring algorithm that solves that issue?