| 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 | |