Instructions to use Aditya2162/ivus-segmentation with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use Aditya2162/ivus-segmentation with Keras:
# Available backend options are: "jax", "torch", "tensorflow". import os os.environ["KERAS_BACKEND"] = "jax" import keras model = keras.saving.load_model("hf://Aditya2162/ivus-segmentation") - Notebooks
- Google Colab
- Kaggle
| { | |
| "model_path": "/home/aditya/IVUS-Segmentation/models/bifurcation/best_bifurcation_classifier.keras", | |
| "split_json": "/home/aditya/IVUS-Segmentation/evals/splits/bifurcation_split_merged_600.json", | |
| "num_test_samples": 90, | |
| "selected_threshold": 0.4399999976158142, | |
| "threshold_selection": { | |
| "method": "validation_sweep", | |
| "metric": "f1", | |
| "best_threshold": 0.4399999976158142, | |
| "best_metric_value": 0.8925619834710744, | |
| "val_metrics_at_best": { | |
| "threshold": 0.4399999976158142, | |
| "accuracy": 0.8555555555555555, | |
| "precision": 0.8709677419354839, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8925619834710744, | |
| "specificity": 0.7419354838709677, | |
| "tp": 54, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 5 | |
| }, | |
| "val_threshold_sweep": [ | |
| { | |
| "threshold": 0.05000000074505806, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.05999999865889549, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.07000000029802322, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.07999999821186066, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.09000000357627869, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.10000000149011612, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.10999999940395355, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.11999999731779099, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.12999999523162842, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.14000000059604645, | |
| "accuracy": 0.6555555555555556, | |
| "precision": 0.6555555555555556, | |
| "recall": 1.0, | |
| "f1": 0.7919463087248323, | |
| "specificity": 0.0, | |
| "tp": 59, | |
| "fp": 31, | |
| "tn": 0, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.15000000596046448, | |
| "accuracy": 0.6777777777777778, | |
| "precision": 0.6704545454545454, | |
| "recall": 1.0, | |
| "f1": 0.8027210884353742, | |
| "specificity": 0.06451612903225806, | |
| "tp": 59, | |
| "fp": 29, | |
| "tn": 2, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.1599999964237213, | |
| "accuracy": 0.6777777777777778, | |
| "precision": 0.6704545454545454, | |
| "recall": 1.0, | |
| "f1": 0.8027210884353742, | |
| "specificity": 0.06451612903225806, | |
| "tp": 59, | |
| "fp": 29, | |
| "tn": 2, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.17000000178813934, | |
| "accuracy": 0.6777777777777778, | |
| "precision": 0.6704545454545454, | |
| "recall": 1.0, | |
| "f1": 0.8027210884353742, | |
| "specificity": 0.06451612903225806, | |
| "tp": 59, | |
| "fp": 29, | |
| "tn": 2, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.18000000715255737, | |
| "accuracy": 0.6888888888888889, | |
| "precision": 0.6781609195402298, | |
| "recall": 1.0, | |
| "f1": 0.8082191780821918, | |
| "specificity": 0.0967741935483871, | |
| "tp": 59, | |
| "fp": 28, | |
| "tn": 3, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.1899999976158142, | |
| "accuracy": 0.6888888888888889, | |
| "precision": 0.6781609195402298, | |
| "recall": 1.0, | |
| "f1": 0.8082191780821918, | |
| "specificity": 0.0967741935483871, | |
| "tp": 59, | |
| "fp": 28, | |
| "tn": 3, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.20000000298023224, | |
| "accuracy": 0.6888888888888889, | |
| "precision": 0.6781609195402298, | |
| "recall": 1.0, | |
| "f1": 0.8082191780821918, | |
| "specificity": 0.0967741935483871, | |
| "tp": 59, | |
| "fp": 28, | |
| "tn": 3, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.20999999344348907, | |
| "accuracy": 0.6888888888888889, | |
| "precision": 0.6781609195402298, | |
| "recall": 1.0, | |
| "f1": 0.8082191780821918, | |
| "specificity": 0.0967741935483871, | |
| "tp": 59, | |
| "fp": 28, | |
| "tn": 3, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.2199999988079071, | |
| "accuracy": 0.6888888888888889, | |
| "precision": 0.6781609195402298, | |
| "recall": 1.0, | |
| "f1": 0.8082191780821918, | |
| "specificity": 0.0967741935483871, | |
| "tp": 59, | |
| "fp": 28, | |
| "tn": 3, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.23000000417232513, | |
| "accuracy": 0.6888888888888889, | |
| "precision": 0.6781609195402298, | |
| "recall": 1.0, | |
| "f1": 0.8082191780821918, | |
| "specificity": 0.0967741935483871, | |
| "tp": 59, | |
| "fp": 28, | |
| "tn": 3, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.23999999463558197, | |
| "accuracy": 0.7111111111111111, | |
| "precision": 0.6941176470588235, | |
| "recall": 1.0, | |
| "f1": 0.8194444444444444, | |
| "specificity": 0.16129032258064516, | |
| "tp": 59, | |
| "fp": 26, | |
| "tn": 5, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.25, | |
| "accuracy": 0.7222222222222222, | |
| "precision": 0.7023809523809523, | |
| "recall": 1.0, | |
| "f1": 0.8251748251748251, | |
| "specificity": 0.1935483870967742, | |
| "tp": 59, | |
| "fp": 25, | |
| "tn": 6, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.25999999046325684, | |
| "accuracy": 0.7444444444444445, | |
| "precision": 0.7195121951219512, | |
| "recall": 1.0, | |
| "f1": 0.8368794326241135, | |
| "specificity": 0.25806451612903225, | |
| "tp": 59, | |
| "fp": 23, | |
| "tn": 8, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.27000001072883606, | |
| "accuracy": 0.7555555555555555, | |
| "precision": 0.7283950617283951, | |
| "recall": 1.0, | |
| "f1": 0.8428571428571429, | |
| "specificity": 0.2903225806451613, | |
| "tp": 59, | |
| "fp": 22, | |
| "tn": 9, | |
| "fn": 0 | |
| }, | |
| { | |
| "threshold": 0.2800000011920929, | |
| "accuracy": 0.7555555555555555, | |
| "precision": 0.7402597402597403, | |
| "recall": 0.9661016949152542, | |
| "f1": 0.8382352941176471, | |
| "specificity": 0.3548387096774194, | |
| "tp": 57, | |
| "fp": 20, | |
| "tn": 11, | |
| "fn": 2 | |
| }, | |
| { | |
| "threshold": 0.28999999165534973, | |
| "accuracy": 0.7444444444444445, | |
| "precision": 0.7432432432432432, | |
| "recall": 0.9322033898305084, | |
| "f1": 0.8270676691729323, | |
| "specificity": 0.3870967741935484, | |
| "tp": 55, | |
| "fp": 19, | |
| "tn": 12, | |
| "fn": 4 | |
| }, | |
| { | |
| "threshold": 0.30000001192092896, | |
| "accuracy": 0.7444444444444445, | |
| "precision": 0.7432432432432432, | |
| "recall": 0.9322033898305084, | |
| "f1": 0.8270676691729323, | |
| "specificity": 0.3870967741935484, | |
| "tp": 55, | |
| "fp": 19, | |
| "tn": 12, | |
| "fn": 4 | |
| }, | |
| { | |
| "threshold": 0.3100000023841858, | |
| "accuracy": 0.7333333333333333, | |
| "precision": 0.7397260273972602, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.818181818181818, | |
| "specificity": 0.3870967741935484, | |
| "tp": 54, | |
| "fp": 19, | |
| "tn": 12, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.3199999928474426, | |
| "accuracy": 0.7333333333333333, | |
| "precision": 0.7397260273972602, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.818181818181818, | |
| "specificity": 0.3870967741935484, | |
| "tp": 54, | |
| "fp": 19, | |
| "tn": 12, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.33000001311302185, | |
| "accuracy": 0.7333333333333333, | |
| "precision": 0.7397260273972602, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.818181818181818, | |
| "specificity": 0.3870967741935484, | |
| "tp": 54, | |
| "fp": 19, | |
| "tn": 12, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.3400000035762787, | |
| "accuracy": 0.7555555555555555, | |
| "precision": 0.7605633802816901, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8307692307692307, | |
| "specificity": 0.45161290322580644, | |
| "tp": 54, | |
| "fp": 17, | |
| "tn": 14, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.3499999940395355, | |
| "accuracy": 0.7666666666666667, | |
| "precision": 0.7714285714285715, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8372093023255813, | |
| "specificity": 0.4838709677419355, | |
| "tp": 54, | |
| "fp": 16, | |
| "tn": 15, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.36000001430511475, | |
| "accuracy": 0.7888888888888889, | |
| "precision": 0.7941176470588235, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8503937007874015, | |
| "specificity": 0.5483870967741935, | |
| "tp": 54, | |
| "fp": 14, | |
| "tn": 17, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.3700000047683716, | |
| "accuracy": 0.8, | |
| "precision": 0.8059701492537313, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8571428571428572, | |
| "specificity": 0.5806451612903226, | |
| "tp": 54, | |
| "fp": 13, | |
| "tn": 18, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.3799999952316284, | |
| "accuracy": 0.8111111111111111, | |
| "precision": 0.8181818181818182, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8640000000000001, | |
| "specificity": 0.6129032258064516, | |
| "tp": 54, | |
| "fp": 12, | |
| "tn": 19, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.38999998569488525, | |
| "accuracy": 0.8111111111111111, | |
| "precision": 0.8181818181818182, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8640000000000001, | |
| "specificity": 0.6129032258064516, | |
| "tp": 54, | |
| "fp": 12, | |
| "tn": 19, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.4000000059604645, | |
| "accuracy": 0.8111111111111111, | |
| "precision": 0.8181818181818182, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8640000000000001, | |
| "specificity": 0.6129032258064516, | |
| "tp": 54, | |
| "fp": 12, | |
| "tn": 19, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.4099999964237213, | |
| "accuracy": 0.8222222222222222, | |
| "precision": 0.8307692307692308, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.870967741935484, | |
| "specificity": 0.6451612903225806, | |
| "tp": 54, | |
| "fp": 11, | |
| "tn": 20, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.41999998688697815, | |
| "accuracy": 0.8333333333333334, | |
| "precision": 0.84375, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8780487804878049, | |
| "specificity": 0.6774193548387096, | |
| "tp": 54, | |
| "fp": 10, | |
| "tn": 21, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.4300000071525574, | |
| "accuracy": 0.8444444444444444, | |
| "precision": 0.8571428571428571, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8852459016393444, | |
| "specificity": 0.7096774193548387, | |
| "tp": 54, | |
| "fp": 9, | |
| "tn": 22, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.4399999976158142, | |
| "accuracy": 0.8555555555555555, | |
| "precision": 0.8709677419354839, | |
| "recall": 0.9152542372881356, | |
| "f1": 0.8925619834710744, | |
| "specificity": 0.7419354838709677, | |
| "tp": 54, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 5 | |
| }, | |
| { | |
| "threshold": 0.44999998807907104, | |
| "accuracy": 0.8333333333333334, | |
| "precision": 0.8666666666666667, | |
| "recall": 0.8813559322033898, | |
| "f1": 0.8739495798319329, | |
| "specificity": 0.7419354838709677, | |
| "tp": 52, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 7 | |
| }, | |
| { | |
| "threshold": 0.46000000834465027, | |
| "accuracy": 0.8222222222222222, | |
| "precision": 0.864406779661017, | |
| "recall": 0.864406779661017, | |
| "f1": 0.864406779661017, | |
| "specificity": 0.7419354838709677, | |
| "tp": 51, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 8 | |
| }, | |
| { | |
| "threshold": 0.4699999988079071, | |
| "accuracy": 0.7888888888888889, | |
| "precision": 0.8571428571428571, | |
| "recall": 0.8135593220338984, | |
| "f1": 0.8347826086956522, | |
| "specificity": 0.7419354838709677, | |
| "tp": 48, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 11 | |
| }, | |
| { | |
| "threshold": 0.47999998927116394, | |
| "accuracy": 0.7888888888888889, | |
| "precision": 0.8571428571428571, | |
| "recall": 0.8135593220338984, | |
| "f1": 0.8347826086956522, | |
| "specificity": 0.7419354838709677, | |
| "tp": 48, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 11 | |
| }, | |
| { | |
| "threshold": 0.49000000953674316, | |
| "accuracy": 0.7888888888888889, | |
| "precision": 0.8571428571428571, | |
| "recall": 0.8135593220338984, | |
| "f1": 0.8347826086956522, | |
| "specificity": 0.7419354838709677, | |
| "tp": 48, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 11 | |
| }, | |
| { | |
| "threshold": 0.5, | |
| "accuracy": 0.7888888888888889, | |
| "precision": 0.8571428571428571, | |
| "recall": 0.8135593220338984, | |
| "f1": 0.8347826086956522, | |
| "specificity": 0.7419354838709677, | |
| "tp": 48, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 11 | |
| }, | |
| { | |
| "threshold": 0.5099999904632568, | |
| "accuracy": 0.7888888888888889, | |
| "precision": 0.8703703703703703, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8318584070796461, | |
| "specificity": 0.7741935483870968, | |
| "tp": 47, | |
| "fp": 7, | |
| "tn": 24, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.5199999809265137, | |
| "accuracy": 0.8, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8392857142857143, | |
| "specificity": 0.8064516129032258, | |
| "tp": 47, | |
| "fp": 6, | |
| "tn": 25, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.5299999713897705, | |
| "accuracy": 0.8, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8392857142857143, | |
| "specificity": 0.8064516129032258, | |
| "tp": 47, | |
| "fp": 6, | |
| "tn": 25, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.5400000214576721, | |
| "accuracy": 0.8, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8392857142857143, | |
| "specificity": 0.8064516129032258, | |
| "tp": 47, | |
| "fp": 6, | |
| "tn": 25, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.550000011920929, | |
| "accuracy": 0.8, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8392857142857143, | |
| "specificity": 0.8064516129032258, | |
| "tp": 47, | |
| "fp": 6, | |
| "tn": 25, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.5600000023841858, | |
| "accuracy": 0.8, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8392857142857143, | |
| "specificity": 0.8064516129032258, | |
| "tp": 47, | |
| "fp": 6, | |
| "tn": 25, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.5699999928474426, | |
| "accuracy": 0.8, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8392857142857143, | |
| "specificity": 0.8064516129032258, | |
| "tp": 47, | |
| "fp": 6, | |
| "tn": 25, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.5799999833106995, | |
| "accuracy": 0.8, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8392857142857143, | |
| "specificity": 0.8064516129032258, | |
| "tp": 47, | |
| "fp": 6, | |
| "tn": 25, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.5899999737739563, | |
| "accuracy": 0.8, | |
| "precision": 0.8867924528301887, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8392857142857143, | |
| "specificity": 0.8064516129032258, | |
| "tp": 47, | |
| "fp": 6, | |
| "tn": 25, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.6000000238418579, | |
| "accuracy": 0.8222222222222222, | |
| "precision": 0.9215686274509803, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8545454545454545, | |
| "specificity": 0.8709677419354839, | |
| "tp": 47, | |
| "fp": 4, | |
| "tn": 27, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.6100000143051147, | |
| "accuracy": 0.8222222222222222, | |
| "precision": 0.9215686274509803, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8545454545454545, | |
| "specificity": 0.8709677419354839, | |
| "tp": 47, | |
| "fp": 4, | |
| "tn": 27, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.6200000047683716, | |
| "accuracy": 0.8222222222222222, | |
| "precision": 0.9215686274509803, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8545454545454545, | |
| "specificity": 0.8709677419354839, | |
| "tp": 47, | |
| "fp": 4, | |
| "tn": 27, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.6299999952316284, | |
| "accuracy": 0.8333333333333334, | |
| "precision": 0.94, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8623853211009174, | |
| "specificity": 0.9032258064516129, | |
| "tp": 47, | |
| "fp": 3, | |
| "tn": 28, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.6399999856948853, | |
| "accuracy": 0.8444444444444444, | |
| "precision": 0.9591836734693877, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8703703703703702, | |
| "specificity": 0.9354838709677419, | |
| "tp": 47, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.6499999761581421, | |
| "accuracy": 0.8444444444444444, | |
| "precision": 0.9591836734693877, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8703703703703702, | |
| "specificity": 0.9354838709677419, | |
| "tp": 47, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.6600000262260437, | |
| "accuracy": 0.8444444444444444, | |
| "precision": 0.9591836734693877, | |
| "recall": 0.7966101694915254, | |
| "f1": 0.8703703703703702, | |
| "specificity": 0.9354838709677419, | |
| "tp": 47, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 12 | |
| }, | |
| { | |
| "threshold": 0.6700000166893005, | |
| "accuracy": 0.8333333333333334, | |
| "precision": 0.9583333333333334, | |
| "recall": 0.7796610169491526, | |
| "f1": 0.8598130841121496, | |
| "specificity": 0.9354838709677419, | |
| "tp": 46, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 13 | |
| }, | |
| { | |
| "threshold": 0.6800000071525574, | |
| "accuracy": 0.8222222222222222, | |
| "precision": 0.9574468085106383, | |
| "recall": 0.7627118644067796, | |
| "f1": 0.8490566037735849, | |
| "specificity": 0.9354838709677419, | |
| "tp": 45, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 14 | |
| }, | |
| { | |
| "threshold": 0.6899999976158142, | |
| "accuracy": 0.8222222222222222, | |
| "precision": 0.9574468085106383, | |
| "recall": 0.7627118644067796, | |
| "f1": 0.8490566037735849, | |
| "specificity": 0.9354838709677419, | |
| "tp": 45, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 14 | |
| }, | |
| { | |
| "threshold": 0.699999988079071, | |
| "accuracy": 0.8222222222222222, | |
| "precision": 0.9574468085106383, | |
| "recall": 0.7627118644067796, | |
| "f1": 0.8490566037735849, | |
| "specificity": 0.9354838709677419, | |
| "tp": 45, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 14 | |
| }, | |
| { | |
| "threshold": 0.7099999785423279, | |
| "accuracy": 0.8111111111111111, | |
| "precision": 0.9565217391304348, | |
| "recall": 0.7457627118644068, | |
| "f1": 0.8380952380952381, | |
| "specificity": 0.9354838709677419, | |
| "tp": 44, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 15 | |
| }, | |
| { | |
| "threshold": 0.7200000286102295, | |
| "accuracy": 0.8, | |
| "precision": 0.9555555555555556, | |
| "recall": 0.7288135593220338, | |
| "f1": 0.8269230769230769, | |
| "specificity": 0.9354838709677419, | |
| "tp": 43, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 16 | |
| }, | |
| { | |
| "threshold": 0.7300000190734863, | |
| "accuracy": 0.8, | |
| "precision": 0.9555555555555556, | |
| "recall": 0.7288135593220338, | |
| "f1": 0.8269230769230769, | |
| "specificity": 0.9354838709677419, | |
| "tp": 43, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 16 | |
| }, | |
| { | |
| "threshold": 0.7400000095367432, | |
| "accuracy": 0.8, | |
| "precision": 0.9555555555555556, | |
| "recall": 0.7288135593220338, | |
| "f1": 0.8269230769230769, | |
| "specificity": 0.9354838709677419, | |
| "tp": 43, | |
| "fp": 2, | |
| "tn": 29, | |
| "fn": 16 | |
| }, | |
| { | |
| "threshold": 0.75, | |
| "accuracy": 0.7777777777777778, | |
| "precision": 0.975609756097561, | |
| "recall": 0.6779661016949152, | |
| "f1": 0.7999999999999999, | |
| "specificity": 0.967741935483871, | |
| "tp": 40, | |
| "fp": 1, | |
| "tn": 30, | |
| "fn": 19 | |
| }, | |
| { | |
| "threshold": 0.7599999904632568, | |
| "accuracy": 0.7888888888888889, | |
| "precision": 1.0, | |
| "recall": 0.6779661016949152, | |
| "f1": 0.8080808080808081, | |
| "specificity": 1.0, | |
| "tp": 40, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 19 | |
| }, | |
| { | |
| "threshold": 0.7699999809265137, | |
| "accuracy": 0.7777777777777778, | |
| "precision": 1.0, | |
| "recall": 0.6610169491525424, | |
| "f1": 0.7959183673469388, | |
| "specificity": 1.0, | |
| "tp": 39, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 20 | |
| }, | |
| { | |
| "threshold": 0.7799999713897705, | |
| "accuracy": 0.7777777777777778, | |
| "precision": 1.0, | |
| "recall": 0.6610169491525424, | |
| "f1": 0.7959183673469388, | |
| "specificity": 1.0, | |
| "tp": 39, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 20 | |
| }, | |
| { | |
| "threshold": 0.7900000214576721, | |
| "accuracy": 0.7666666666666667, | |
| "precision": 1.0, | |
| "recall": 0.6440677966101694, | |
| "f1": 0.7835051546391751, | |
| "specificity": 1.0, | |
| "tp": 38, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 21 | |
| }, | |
| { | |
| "threshold": 0.800000011920929, | |
| "accuracy": 0.7666666666666667, | |
| "precision": 1.0, | |
| "recall": 0.6440677966101694, | |
| "f1": 0.7835051546391751, | |
| "specificity": 1.0, | |
| "tp": 38, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 21 | |
| }, | |
| { | |
| "threshold": 0.8100000023841858, | |
| "accuracy": 0.7666666666666667, | |
| "precision": 1.0, | |
| "recall": 0.6440677966101694, | |
| "f1": 0.7835051546391751, | |
| "specificity": 1.0, | |
| "tp": 38, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 21 | |
| }, | |
| { | |
| "threshold": 0.8199999928474426, | |
| "accuracy": 0.7555555555555555, | |
| "precision": 1.0, | |
| "recall": 0.6271186440677966, | |
| "f1": 0.7708333333333333, | |
| "specificity": 1.0, | |
| "tp": 37, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 22 | |
| }, | |
| { | |
| "threshold": 0.8299999833106995, | |
| "accuracy": 0.7222222222222222, | |
| "precision": 1.0, | |
| "recall": 0.576271186440678, | |
| "f1": 0.7311827956989247, | |
| "specificity": 1.0, | |
| "tp": 34, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 25 | |
| }, | |
| { | |
| "threshold": 0.8399999737739563, | |
| "accuracy": 0.7222222222222222, | |
| "precision": 1.0, | |
| "recall": 0.576271186440678, | |
| "f1": 0.7311827956989247, | |
| "specificity": 1.0, | |
| "tp": 34, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 25 | |
| }, | |
| { | |
| "threshold": 0.8500000238418579, | |
| "accuracy": 0.7111111111111111, | |
| "precision": 1.0, | |
| "recall": 0.559322033898305, | |
| "f1": 0.717391304347826, | |
| "specificity": 1.0, | |
| "tp": 33, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 26 | |
| }, | |
| { | |
| "threshold": 0.8600000143051147, | |
| "accuracy": 0.6666666666666666, | |
| "precision": 1.0, | |
| "recall": 0.4915254237288136, | |
| "f1": 0.6590909090909091, | |
| "specificity": 1.0, | |
| "tp": 29, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 30 | |
| }, | |
| { | |
| "threshold": 0.8700000047683716, | |
| "accuracy": 0.6444444444444445, | |
| "precision": 1.0, | |
| "recall": 0.4576271186440678, | |
| "f1": 0.627906976744186, | |
| "specificity": 1.0, | |
| "tp": 27, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 32 | |
| }, | |
| { | |
| "threshold": 0.8799999952316284, | |
| "accuracy": 0.6222222222222222, | |
| "precision": 1.0, | |
| "recall": 0.423728813559322, | |
| "f1": 0.5952380952380952, | |
| "specificity": 1.0, | |
| "tp": 25, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 34 | |
| }, | |
| { | |
| "threshold": 0.8899999856948853, | |
| "accuracy": 0.6111111111111112, | |
| "precision": 1.0, | |
| "recall": 0.4067796610169492, | |
| "f1": 0.5783132530120482, | |
| "specificity": 1.0, | |
| "tp": 24, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 35 | |
| }, | |
| { | |
| "threshold": 0.8999999761581421, | |
| "accuracy": 0.6, | |
| "precision": 1.0, | |
| "recall": 0.3898305084745763, | |
| "f1": 0.5609756097560975, | |
| "specificity": 1.0, | |
| "tp": 23, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 36 | |
| }, | |
| { | |
| "threshold": 0.9100000262260437, | |
| "accuracy": 0.5777777777777777, | |
| "precision": 1.0, | |
| "recall": 0.3559322033898305, | |
| "f1": 0.525, | |
| "specificity": 1.0, | |
| "tp": 21, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 38 | |
| }, | |
| { | |
| "threshold": 0.9200000166893005, | |
| "accuracy": 0.5777777777777777, | |
| "precision": 1.0, | |
| "recall": 0.3559322033898305, | |
| "f1": 0.525, | |
| "specificity": 1.0, | |
| "tp": 21, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 38 | |
| }, | |
| { | |
| "threshold": 0.9300000071525574, | |
| "accuracy": 0.5444444444444444, | |
| "precision": 1.0, | |
| "recall": 0.3050847457627119, | |
| "f1": 0.4675324675324675, | |
| "specificity": 1.0, | |
| "tp": 18, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 41 | |
| }, | |
| { | |
| "threshold": 0.9399999976158142, | |
| "accuracy": 0.5, | |
| "precision": 1.0, | |
| "recall": 0.23728813559322035, | |
| "f1": 0.3835616438356164, | |
| "specificity": 1.0, | |
| "tp": 14, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 45 | |
| }, | |
| { | |
| "threshold": 0.949999988079071, | |
| "accuracy": 0.4666666666666667, | |
| "precision": 1.0, | |
| "recall": 0.1864406779661017, | |
| "f1": 0.3142857142857143, | |
| "specificity": 1.0, | |
| "tp": 11, | |
| "fp": 0, | |
| "tn": 31, | |
| "fn": 48 | |
| } | |
| ] | |
| }, | |
| "metrics": { | |
| "threshold": 0.4399999976158142, | |
| "accuracy": 0.7666666666666667, | |
| "precision": 0.8518518518518519, | |
| "recall": 0.7796610169491526, | |
| "f1": 0.8141592920353983, | |
| "specificity": 0.7419354838709677, | |
| "tp": 46, | |
| "fp": 8, | |
| "tn": 23, | |
| "fn": 13 | |
| }, | |
| "predictions": [ | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0000.jsonl::8", | |
| "label": 1, | |
| "probability": 0.8520132303237915, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0000.jsonl::14", | |
| "label": 1, | |
| "probability": 0.8699598908424377, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0000.jsonl::37", | |
| "label": 1, | |
| "probability": 0.9336227774620056, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0000.jsonl::94", | |
| "label": 1, | |
| "probability": 0.9337007999420166, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0003.jsonl::59", | |
| "label": 1, | |
| "probability": 0.6863864064216614, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0003.jsonl::81", | |
| "label": 1, | |
| "probability": 0.682214617729187, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0003.jsonl::102", | |
| "label": 1, | |
| "probability": 0.6886826157569885, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0004.jsonl::28", | |
| "label": 1, | |
| "probability": 0.8647910356521606, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0004.jsonl::53", | |
| "label": 1, | |
| "probability": 0.9317982792854309, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0005.jsonl::32", | |
| "label": 1, | |
| "probability": 0.9493811130523682, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0005.jsonl::36", | |
| "label": 1, | |
| "probability": 0.9105619788169861, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0005.jsonl::38", | |
| "label": 1, | |
| "probability": 0.9019172787666321, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0005.jsonl::78", | |
| "label": 1, | |
| "probability": 0.9466699361801147, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0006.jsonl::17", | |
| "label": 1, | |
| "probability": 0.9384879469871521, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0006.jsonl::222", | |
| "label": 1, | |
| "probability": 0.8881984353065491, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0006.jsonl::317", | |
| "label": 1, | |
| "probability": 0.9060897827148438, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0006.jsonl::322", | |
| "label": 1, | |
| "probability": 0.9128957390785217, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0006.jsonl::327", | |
| "label": 1, | |
| "probability": 0.9204404354095459, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0006.jsonl::425", | |
| "label": 1, | |
| "probability": 0.8994796872138977, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0007.jsonl::6", | |
| "label": 1, | |
| "probability": 0.9046456217765808, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0007.jsonl::11", | |
| "label": 1, | |
| "probability": 0.9543314576148987, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0007.jsonl::55", | |
| "label": 1, | |
| "probability": 0.7545437812805176, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0008.jsonl::16", | |
| "label": 1, | |
| "probability": 0.8667351603507996, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0008.jsonl::32", | |
| "label": 1, | |
| "probability": 0.8567636609077454, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0008.jsonl::67", | |
| "label": 1, | |
| "probability": 0.918170154094696, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0008.jsonl::89", | |
| "label": 1, | |
| "probability": 0.9679290056228638, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0008.jsonl::166", | |
| "label": 1, | |
| "probability": 0.943603515625, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0008.jsonl::247", | |
| "label": 1, | |
| "probability": 0.8778992295265198, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0009.jsonl::15", | |
| "label": 1, | |
| "probability": 0.9484663009643555, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0009.jsonl::20", | |
| "label": 1, | |
| "probability": 0.9556820392608643, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0009.jsonl::21", | |
| "label": 1, | |
| "probability": 0.9416317939758301, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0009.jsonl::39", | |
| "label": 1, | |
| "probability": 0.4875154495239258, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0009.jsonl::47", | |
| "label": 1, | |
| "probability": 0.49700379371643066, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0010.jsonl::17", | |
| "label": 1, | |
| "probability": 0.9008585214614868, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0010.jsonl::77", | |
| "label": 1, | |
| "probability": 0.9598382115364075, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0011.jsonl::46", | |
| "label": 1, | |
| "probability": 0.3544246554374695, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/bifurcation/FILE0011.jsonl::135", | |
| "label": 1, | |
| "probability": 0.5529760122299194, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::233", | |
| "label": 1, | |
| "probability": 0.3412242829799652, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::250", | |
| "label": 1, | |
| "probability": 0.407600998878479, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::255", | |
| "label": 1, | |
| "probability": 0.3676401674747467, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::276", | |
| "label": 1, | |
| "probability": 0.34746357798576355, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::326", | |
| "label": 1, | |
| "probability": 0.3159143328666687, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::425", | |
| "label": 0, | |
| "probability": 0.2891981899738312, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::484", | |
| "label": 0, | |
| "probability": 0.2695976197719574, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::527", | |
| "label": 0, | |
| "probability": 0.28281694650650024, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0000.jsonl::639", | |
| "label": 0, | |
| "probability": 0.5728926658630371, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0001.jsonl::117", | |
| "label": 1, | |
| "probability": 0.2620634138584137, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0001.jsonl::126", | |
| "label": 1, | |
| "probability": 0.3537193238735199, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0001.jsonl::149", | |
| "label": 1, | |
| "probability": 0.35734856128692627, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0001.jsonl::203", | |
| "label": 1, | |
| "probability": 0.3904372453689575, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0001.jsonl::209", | |
| "label": 1, | |
| "probability": 0.3711567223072052, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0002.jsonl::80", | |
| "label": 0, | |
| "probability": 0.31032079458236694, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0002.jsonl::136", | |
| "label": 0, | |
| "probability": 0.2653164863586426, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0002.jsonl::248", | |
| "label": 0, | |
| "probability": 0.4489721357822418, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0003.jsonl::11", | |
| "label": 0, | |
| "probability": 0.4094250202178955, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0003.jsonl::53", | |
| "label": 0, | |
| "probability": 0.5171767473220825, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0003.jsonl::143", | |
| "label": 0, | |
| "probability": 0.25668415427207947, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0004.jsonl::225", | |
| "label": 0, | |
| "probability": 0.3847239911556244, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0004.jsonl::320", | |
| "label": 0, | |
| "probability": 0.4430013597011566, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0004.jsonl::391", | |
| "label": 0, | |
| "probability": 0.5040184855461121, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0004.jsonl::395", | |
| "label": 0, | |
| "probability": 0.46412724256515503, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0005.jsonl::128", | |
| "label": 0, | |
| "probability": 0.2816137969493866, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0005.jsonl::194", | |
| "label": 1, | |
| "probability": 0.7711681723594666, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0005.jsonl::393", | |
| "label": 0, | |
| "probability": 0.2563396990299225, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0006.jsonl::204", | |
| "label": 0, | |
| "probability": 0.1665920913219452, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0006.jsonl::315", | |
| "label": 0, | |
| "probability": 0.21522946655750275, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0006.jsonl::428", | |
| "label": 0, | |
| "probability": 0.14917495846748352, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0006.jsonl::444", | |
| "label": 0, | |
| "probability": 0.18986746668815613, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0006.jsonl::499", | |
| "label": 0, | |
| "probability": 0.13791657984256744, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0006.jsonl::573", | |
| "label": 0, | |
| "probability": 0.07007283717393875, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::3", | |
| "label": 0, | |
| "probability": 0.13071490824222565, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::96", | |
| "label": 1, | |
| "probability": 0.22224751114845276, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::113", | |
| "label": 0, | |
| "probability": 0.3431071639060974, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::156", | |
| "label": 1, | |
| "probability": 0.6278573274612427, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::428", | |
| "label": 1, | |
| "probability": 0.6008956432342529, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::436", | |
| "label": 1, | |
| "probability": 0.7464311122894287, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::512", | |
| "label": 1, | |
| "probability": 0.6568673253059387, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::566", | |
| "label": 1, | |
| "probability": 0.268964022397995, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::567", | |
| "label": 0, | |
| "probability": 0.37330737709999084, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0007.jsonl::573", | |
| "label": 0, | |
| "probability": 0.3404105007648468, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0008.jsonl::7", | |
| "label": 0, | |
| "probability": 0.25095072388648987, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0008.jsonl::35", | |
| "label": 0, | |
| "probability": 0.35128340125083923, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0008.jsonl::169", | |
| "label": 1, | |
| "probability": 0.5563434958457947, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0008.jsonl::253", | |
| "label": 1, | |
| "probability": 0.6003788709640503, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0008.jsonl::385", | |
| "label": 1, | |
| "probability": 0.7353663444519043, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0009.jsonl::46", | |
| "label": 0, | |
| "probability": 0.5041874051094055, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0009.jsonl::100", | |
| "label": 0, | |
| "probability": 0.4599608778953552, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0009.jsonl::118", | |
| "label": 0, | |
| "probability": 0.22821682691574097, | |
| "predicted_label": 0 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0009.jsonl::345", | |
| "label": 1, | |
| "probability": 0.47367414832115173, | |
| "predicted_label": 1 | |
| }, | |
| { | |
| "sample_id": "evals/frame_bank_merged/paul/FILE0009.jsonl::441", | |
| "label": 1, | |
| "probability": 0.8214868307113647, | |
| "predicted_label": 1 | |
| } | |
| ] | |
| } |