| { |
| "threshold": 0.84, |
| "objective": "macro_f1", |
| "value_on_val": 0.9308, |
| "default_threshold": 0.5, |
| "default_value_on_val": 0.9232, |
| "improvement": 0.0076, |
| "chosen_on": "validation split, never test", |
| "curve": [ |
| { |
| "threshold": 0.02, |
| "macro_f1": 0.1636, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0337 |
| }, |
| { |
| "threshold": 0.03, |
| "macro_f1": 0.2553, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0273 |
| }, |
| { |
| "threshold": 0.04, |
| "macro_f1": 0.4666, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0233 |
| }, |
| { |
| "threshold": 0.05, |
| "macro_f1": 0.6276, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0225 |
| }, |
| { |
| "threshold": 0.06, |
| "macro_f1": 0.7077, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0209 |
| }, |
| { |
| "threshold": 0.07, |
| "macro_f1": 0.7568, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.02 |
| }, |
| { |
| "threshold": 0.08, |
| "macro_f1": 0.7885, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0184 |
| }, |
| { |
| "threshold": 0.09, |
| "macro_f1": 0.8071, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0168 |
| }, |
| { |
| "threshold": 0.1, |
| "macro_f1": 0.8238, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.016 |
| }, |
| { |
| "threshold": 0.11, |
| "macro_f1": 0.835, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0144 |
| }, |
| { |
| "threshold": 0.12, |
| "macro_f1": 0.8453, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0136 |
| }, |
| { |
| "threshold": 0.13, |
| "macro_f1": 0.8529, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0136 |
| }, |
| { |
| "threshold": 0.14, |
| "macro_f1": 0.8586, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0136 |
| }, |
| { |
| "threshold": 0.15, |
| "macro_f1": 0.8638, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0136 |
| }, |
| { |
| "threshold": 0.16, |
| "macro_f1": 0.869, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0136 |
| }, |
| { |
| "threshold": 0.17, |
| "macro_f1": 0.8737, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0136 |
| }, |
| { |
| "threshold": 0.18, |
| "macro_f1": 0.8765, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0136 |
| }, |
| { |
| "threshold": 0.19, |
| "macro_f1": 0.88, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0136 |
| }, |
| { |
| "threshold": 0.2, |
| "macro_f1": 0.8823, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0128 |
| }, |
| { |
| "threshold": 0.21, |
| "macro_f1": 0.8845, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0128 |
| }, |
| { |
| "threshold": 0.22, |
| "macro_f1": 0.8881, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.23, |
| "macro_f1": 0.8902, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.24, |
| "macro_f1": 0.8928, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.25, |
| "macro_f1": 0.8942, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.26, |
| "macro_f1": 0.896, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.27, |
| "macro_f1": 0.898, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.28, |
| "macro_f1": 0.8993, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.29, |
| "macro_f1": 0.8994, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.3, |
| "macro_f1": 0.9013, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.31, |
| "macro_f1": 0.9025, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.32, |
| "macro_f1": 0.904, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.33, |
| "macro_f1": 0.9048, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.34, |
| "macro_f1": 0.906, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.35, |
| "macro_f1": 0.9066, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.36, |
| "macro_f1": 0.9084, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.37, |
| "macro_f1": 0.9099, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.38, |
| "macro_f1": 0.9104, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.39, |
| "macro_f1": 0.9114, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.012 |
| }, |
| { |
| "threshold": 0.4, |
| "macro_f1": 0.9127, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0112 |
| }, |
| { |
| "threshold": 0.41, |
| "macro_f1": 0.9143, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0112 |
| }, |
| { |
| "threshold": 0.42, |
| "macro_f1": 0.9148, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0112 |
| }, |
| { |
| "threshold": 0.43, |
| "macro_f1": 0.9164, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.44, |
| "macro_f1": 0.9168, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.45, |
| "macro_f1": 0.9183, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.46, |
| "macro_f1": 0.9186, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.47, |
| "macro_f1": 0.9191, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.48, |
| "macro_f1": 0.9202, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.49, |
| "macro_f1": 0.9221, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.5, |
| "macro_f1": 0.9232, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.51, |
| "macro_f1": 0.9237, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.52, |
| "macro_f1": 0.9239, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.53, |
| "macro_f1": 0.9248, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.54, |
| "macro_f1": 0.9251, |
| "any_label_recall": 0.9987, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.55, |
| "macro_f1": 0.926, |
| "any_label_recall": 0.9974, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.56, |
| "macro_f1": 0.9265, |
| "any_label_recall": 0.9974, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.57, |
| "macro_f1": 0.927, |
| "any_label_recall": 0.9974, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.58, |
| "macro_f1": 0.9282, |
| "any_label_recall": 0.9974, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.59, |
| "macro_f1": 0.9284, |
| "any_label_recall": 0.9974, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.6, |
| "macro_f1": 0.9288, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.61, |
| "macro_f1": 0.9291, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.62, |
| "macro_f1": 0.9287, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.63, |
| "macro_f1": 0.9283, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.64, |
| "macro_f1": 0.929, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.65, |
| "macro_f1": 0.9285, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.66, |
| "macro_f1": 0.929, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.67, |
| "macro_f1": 0.9285, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.68, |
| "macro_f1": 0.9284, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.69, |
| "macro_f1": 0.9289, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.7, |
| "macro_f1": 0.9299, |
| "any_label_recall": 0.9968, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.71, |
| "macro_f1": 0.9302, |
| "any_label_recall": 0.9961, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.72, |
| "macro_f1": 0.9291, |
| "any_label_recall": 0.9955, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.73, |
| "macro_f1": 0.9297, |
| "any_label_recall": 0.9955, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.74, |
| "macro_f1": 0.9302, |
| "any_label_recall": 0.9955, |
| "any_label_fpr": 0.0104 |
| }, |
| { |
| "threshold": 0.75, |
| "macro_f1": 0.9302, |
| "any_label_recall": 0.9955, |
| "any_label_fpr": 0.0096 |
| }, |
| { |
| "threshold": 0.76, |
| "macro_f1": 0.9294, |
| "any_label_recall": 0.9942, |
| "any_label_fpr": 0.0096 |
| }, |
| { |
| "threshold": 0.77, |
| "macro_f1": 0.9281, |
| "any_label_recall": 0.9936, |
| "any_label_fpr": 0.0096 |
| }, |
| { |
| "threshold": 0.78, |
| "macro_f1": 0.9292, |
| "any_label_recall": 0.9923, |
| "any_label_fpr": 0.0096 |
| }, |
| { |
| "threshold": 0.79, |
| "macro_f1": 0.9298, |
| "any_label_recall": 0.9923, |
| "any_label_fpr": 0.0088 |
| }, |
| { |
| "threshold": 0.8, |
| "macro_f1": 0.9296, |
| "any_label_recall": 0.9923, |
| "any_label_fpr": 0.0088 |
| }, |
| { |
| "threshold": 0.81, |
| "macro_f1": 0.9299, |
| "any_label_recall": 0.991, |
| "any_label_fpr": 0.0088 |
| }, |
| { |
| "threshold": 0.82, |
| "macro_f1": 0.9299, |
| "any_label_recall": 0.9903, |
| "any_label_fpr": 0.008 |
| }, |
| { |
| "threshold": 0.83, |
| "macro_f1": 0.9307, |
| "any_label_recall": 0.989, |
| "any_label_fpr": 0.0072 |
| }, |
| { |
| "threshold": 0.84, |
| "macro_f1": 0.9308, |
| "any_label_recall": 0.9884, |
| "any_label_fpr": 0.0072 |
| }, |
| { |
| "threshold": 0.85, |
| "macro_f1": 0.9297, |
| "any_label_recall": 0.9884, |
| "any_label_fpr": 0.0072 |
| }, |
| { |
| "threshold": 0.86, |
| "macro_f1": 0.9301, |
| "any_label_recall": 0.9871, |
| "any_label_fpr": 0.0072 |
| }, |
| { |
| "threshold": 0.87, |
| "macro_f1": 0.9293, |
| "any_label_recall": 0.9832, |
| "any_label_fpr": 0.0072 |
| }, |
| { |
| "threshold": 0.88, |
| "macro_f1": 0.9294, |
| "any_label_recall": 0.982, |
| "any_label_fpr": 0.0072 |
| }, |
| { |
| "threshold": 0.89, |
| "macro_f1": 0.9296, |
| "any_label_recall": 0.9781, |
| "any_label_fpr": 0.0064 |
| }, |
| { |
| "threshold": 0.9, |
| "macro_f1": 0.9281, |
| "any_label_recall": 0.9736, |
| "any_label_fpr": 0.0056 |
| }, |
| { |
| "threshold": 0.91, |
| "macro_f1": 0.9273, |
| "any_label_recall": 0.9691, |
| "any_label_fpr": 0.0056 |
| }, |
| { |
| "threshold": 0.92, |
| "macro_f1": 0.9264, |
| "any_label_recall": 0.9652, |
| "any_label_fpr": 0.0048 |
| }, |
| { |
| "threshold": 0.93, |
| "macro_f1": 0.9254, |
| "any_label_recall": 0.9568, |
| "any_label_fpr": 0.004 |
| }, |
| { |
| "threshold": 0.94, |
| "macro_f1": 0.9248, |
| "any_label_recall": 0.9523, |
| "any_label_fpr": 0.0032 |
| }, |
| { |
| "threshold": 0.95, |
| "macro_f1": 0.9215, |
| "any_label_recall": 0.9362, |
| "any_label_fpr": 0.0032 |
| } |
| ], |
| "notes": [] |
| } |
