F1 calculation

return 0 if precision and recall are zero

Author: urialon

tensorflow_model.py

@@ -490,7 +490,10 @@ def recall(self):
 
  @property
  def f1(self):
- return 2 * self.precision * self.recall / (self.precision + self.recall)
+ if self.precision + self.recall == 0:
+ return 0
+ else:
+ return 2 * self.precision * self.recall / (self.precision + self.recall)
 
 
 class TopKAccuracyEvaluationMetric: