Harmonic mean

The F1 score is based on the harmonic mean. The harmonic mean is defined as the reciprocal of the arithmetic mean of the reciprocals. Because of that, the result is not sensitive to extremely large values. If I use the F1 score as a metric, that classifier is going to get a low score.