Predicting human behavior is challenging. When using machine learning algorithms in human behavior research the NRMSE would be higher than when we are investigating more accurate areas (NRMSE < 0.1), but what is the acceptable range?
https://www.researchgate.net/post/Whats-the-acceptable-value-of-Root-Mean-Square-Error-RMSE-Sum-of-Squares-due-to-error-SSE-and-Adjusted-R-square#:~:text=Based%20on%20a%20rule%20of,more%20is%20acceptable%20as%20well.
please go through this link and see Mohammadhossein Saeedi. It might be helpful.
Maral Kolahkaj Dear Ms. Kolahkaj,
Thank you for your response. What you're mentioning is completely logical when you have not provided the data set or a specific learning machine algorithm has been imposed on you. My question is about when I am in charge of an entire research, that is, not only am I responsible for the percentage of data cells being populated and unpopulated, but the research question is also generated by me. My question is what range of error is acceptable for a study of human behavior.
Md. Qaiser Reza Dear Mr Qaiser Reza;
Thank you for your response. That link is a very useful source, and I myself had participated in the answers too. But I am to find the acceptable error range exclusively in the human behavior field.
Dear Ms. Maral Kolahkaj
Thank you for your response. Do you have any references in your mind that mention these ranges (for example NRMSE
- Badges
- Science topic