{"valid": {"f1": 74.08933217692974, "recall": 79.06976744186046, "precision": 69.69913309535951, "summary": "              precision    recall  f1-score   support\n\n   cell line       0.51      0.72      0.60       500\n   cell type       0.75      0.71      0.73      1919\n         dna       0.69      0.77      0.73      1054\n     protein       0.70      0.83      0.76      5052\n         rna       0.70      0.80      0.75       118\n\n   micro avg       0.70      0.79      0.74      8643\n   macro avg       0.67      0.77      0.71      8643\nweighted avg       0.70      0.79      0.74      8643\n"}}