I have three classifiers that classify same dataset with these results:
classifier A:
precision recall f1-score
micro avg 0.36 0.36 0.36
macro avg 0.38 0.43 0.36
weighted avg 0.36 0.36 0.32
classifier B:
precision recall f1-score
micro avg 0.55 0.55 0.55
macro avg 0.60 0.60 0.56
weighted avg 0.61 0.55 0.53
classifier C:
precision recall f1-score
micro avg 0.34 0.34 0.34
macro avg 0.36 0.38 0.32
weighted avg 0.39 0.34 0.32
I want two select two best of them, and I know F1-score is a parameter for compare the classifiers because of its harmony between precision and recall. So, at first I select classifier B for its best F1-score. for next, both A and C have a same F1-measure, I want to ask how can I select between them?