precision recall f1-score support no_relation 0.88 0.49 0.63 100 intend 0.93 0.68 0.78 40 enable 0.47 0.99 0.64 89 cause 0.83 0.79 0.81 351 prevent 0.89 0.46 0.61 52 accuracy 0.74 632 macro avg 0.80 0.68 0.69 632 weighted avg 0.80 0.74 0.74 632