Variables used in formulas
The following common variables are used in formulas of the described metrics:
- is the label value for the i-th object (from the input data for training).
- is the result of applying the model to the i-th object.
- is the predicted success probability
- is the total number of objects.
- is the number of classes.
is the class of the object for binary classification.