Default classification report: precision recall f1-score support object 0.5031 0.5110 0.5070 317 property 0.4348 0.4082 0.4211 98 quality 0.3089 0.3849 0.3427 317 value 0.4773 0.4375 0.4565 48 micro avg 0.4045 0.4423 0.4225 780 macro avg 0.4310 0.4354 0.4318 780 weighted avg 0.4140 0.4423 0.4263 780 Strict classification report: precision recall f1-score support object 0.5212 0.5047 0.5128 317 property 0.4750 0.3878 0.4270 98 quality 0.3805 0.3817 0.3811 317 value 0.4773 0.4375 0.4565 48 micro avg 0.4539 0.4359 0.4447 780 macro avg 0.4635 0.4279 0.4444 780 weighted avg 0.4555 0.4359 0.4450 780 precision(macro) = 0.43100542138104053 recall(macro) = 0.4353905797334707 f1_score(macro) = 0.43182831336099803 precision_strict(macro) = 0.4634871275908244 recall_strict(macro) = 0.42792260831777507 f1_score_strict(macro) = 0.4443527265726259