{ "task": "edge_prediction", "base_model": "xlm-roberta-base", "problem_type": "binary_classification", "num_labels": 1, "input_format": " {entry text} [N1] {label} ({type}, {polarity}, {time}) [/N1] [N2] {label} ({type}, {polarity}, {time}) [/N2] ", "threshold": 0.39000000000000007, "test": { "accuracy": 0.7652652266903023, "precision": 0.8042968922682463, "recall": 0.7011310429873407, "f1": 0.7491790284226022, "roc_auc": 0.8122612809236298, "n_pos_pred": 45242, "n_pos_true": 51899, "n_total": 103798 }, "test_per_language": { "de": { "accuracy": 0.7658305800473109, "precision": 0.8069089277703005, "recall": 0.7009353078721746, "f1": 0.7501981230448383, "roc_auc": 0.8119984081616016, "n_pos_pred": 22290, "n_pos_true": 25660, "n_total": 51151 }, "en": { "accuracy": 0.7647159382300985, "precision": 0.8017601951899617, "recall": 0.7013224589351729, "f1": 0.7481856437153138, "roc_auc": 0.812477490892189, "n_pos_pred": 22952, "n_pos_true": 26239, "n_total": 52647 } }, "training": { "loss": "bce_with_logits", "negatives": "hard", "lr": 2e-05, "epochs": 5, "seed": 42, "max_len": 256, "train_entry_frac": 1.0 } }