Shortly, no. Regressors cannot know this. Your problem is a multi-class classification problem. You need to use classifier for your problem. Classifier model predicts probabilites of three labels. And sum of them will be 1 (100%).

https://scikit-learn.org/stable/modules/generated/sklearn.multioutput.MultiOutputClassifier.html