tp=152(obtained from python console)
fp=163(obtained from python console)
fn=81(obtained from python console)
tp+fn=223
tp+fp=315
tp=152
recall_fraction=152/223=0.68161
precision_fraction=152/315=0.48253
f_score_fraction=0.6562/1.1635=0.563987967