Fitting a model based onF α=0.75 , which gives increased weight to recall compared withF α=0.5 , led to higher recall as expected.
we also expected that the F α=0.75 score of theF α=0.75 trained classifier would be higher than the F α=0.75 score of theF α=0.5 trained classifier.