Table 3. Description of the three simple classifiers.
They are used to evaluate the behavior of metrics in Table 2 for imbalanced data.
Classifiers | Description |
---|---|
C1 | Generates random predictions by respecting the training set’s class distribution. |
C2 | Always predicts the most frequent label in the training set. |
C3 | Generates predictions uniformly at random. |