[Feature Request] Add F1 Score Metric

[linde9821]

Currently, the F1-Score Metric is not implemented in KotlinDL. However, the F1-Score is useful for classification tasks with imbalanced data and where the ACCURACY metric should not be used. Since it is possible to do such tasks with KotlinDL I would propose adding the F1 score.