Metrics when there are more than two classes

Hello !

I would like to know what are the recommanded metrics to score when dealing with multiclass regression logistic ?
Is there a way to get a kind of matrix with all the metrics computed ?

You can refer to the second table: 3.3. Metrics and scoring: quantifying the quality of predictions — scikit-learn 1.0.2 documentation