How is the GridsearchCV Score calculated?
The score is based on the scorer defined in the scoring argument. Meaning, the scorer can be any of the default metrics, such as precision, accuracy or F1-score
(e.g., this); or a custom scorer.
For a scorer (by convention), higher value is better.
The value is not necessarily a percentage, but is often normalized between 0 and 1.