Download baseline_evaluation_results.json from Reduanul1997/RepositoryBaseLine3DuNet: direct link, hf CLI and curl.
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hf download hf://Reduanul1997/RepositoryBaseLine3DuNet/baseline_evaluation_results.json
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curl -L -o baseline_evaluation_results.json https://huggingface.co/Reduanul1997/RepositoryBaseLine3DuNet/resolve/main/baseline_evaluation_results.json
3.7 kB
| { | |
| "experiment": "Baseline 3D U-Net", | |
| "model": "Original3DUNet", | |
| "best_model_epoch": 45, | |
| "best_validation_dice_from_training": 0.772125, | |
| "evaluation_split": "validation", | |
| "num_validation_batches": 74, | |
| "num_classes": 4, | |
| "class_names": { | |
| "0": "Background", | |
| "1": "NCR/NET", | |
| "2": "Edema", | |
| "3": "Enhancing Tumor" | |
| }, | |
| "foreground_macro_metrics": { | |
| "Dice": 0.7752109928303947, | |
| "IoU": 0.6382248216246319, | |
| "Precision": 0.8174835330605084, | |
| "Recall": 0.7473307122885059, | |
| "Sensitivity": 0.7473307122885059 | |
| }, | |
| "tumor_metrics": { | |
| "Dice": 0.9170132244124318, | |
| "IoU": 0.846744618755766, | |
| "Precision": 0.935361335324936, | |
| "Recall": 0.899371100371264, | |
| "Sensitivity": 0.899371100371264, | |
| "FNR": 0.10062889962873361, | |
| "FPR": 0.01735648436905456, | |
| "TP": 3808565, | |
| "TN": 14900765, | |
| "FP": 263193, | |
| "FN": 426133 | |
| }, | |
| "per_class_metrics": { | |
| "0": { | |
| "class_name": "Background", | |
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| "TN": 3808565, | |
| "FP": 426133, | |
| "FN": 263193, | |
| "Dice": 0.9773923696992958, | |
| "IoU": 0.955784350456966, | |
| "Precision": 0.9721970486134892, | |
| "Recall": 0.9826435156309449, | |
| "Sensitivity": 0.9826435156309449, | |
| "FNR": 0.01735648436905456, | |
| "FPR": 0.10062889962873361 | |
| }, | |
| "1": { | |
| "class_name": "NCR/NET", | |
| "TP": 569279, | |
| "TN": 18282723, | |
| "FP": 129194, | |
| "FN": 417460, | |
| "Dice": 0.6756170736975485, | |
| "IoU": 0.5101372573442984, | |
| "Precision": 0.8150336519808093, | |
| "Recall": 0.5769296642779845, | |
| "Sensitivity": 0.5769296642779845, | |
| "FNR": 0.42307033572200525, | |
| "FPR": 0.0070168684770847015 | |
| }, | |
| "2": { | |
| "class_name": "Edema", | |
| "TP": 1882117, | |
| "TN": 16660735, | |
| "FP": 507801, | |
| "FN": 348003, | |
| "Dice": 0.8147625625590075, | |
| "IoU": 0.6874256050484997, | |
| "Precision": 0.7875236723603037, | |
| "Recall": 0.843953240184381, | |
| "Sensitivity": 0.843953240184381, | |
| "FNR": 0.1560467598156146, | |
| "FPR": 0.029577419996672964 | |
| }, | |
| "3": { | |
| "class_name": "Enhancing Tumor", | |
| "TP": 835757, | |
| "TN": 18233207, | |
| "FP": 147610, | |
| "FN": 182082, | |
| "Dice": 0.8352533422346283, | |
| "IoU": 0.7171116024810977, | |
| "Precision": 0.8498932748404121, | |
| "Recall": 0.8211092324031519, | |
| "Sensitivity": 0.8211092324031519, | |
| "FNR": 0.17889076759683822, | |
| "FPR": 0.0080306550029849 | |
| } | |
| }, | |
| "multiclass_confusion_matrix": [ | |
| [ | |
| 14900765, | |
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| 28087 | |
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| ], | |
| "tumor_binary_confusion_matrix": { | |
| "TN": 14900765, | |
| "FP": 263193, | |
| "FN": 426133, | |
| "TP": 3808565 | |
| }, | |
| "multiclass_confusion_matrix_image": "/kaggle/working/baseline_3dunet_results/baseline_multiclass_confusion_matrix.png", | |
| "tumor_confusion_matrix_image": "/kaggle/working/baseline_3dunet_results/baseline_tumor_background_confusion_matrix.png" | |
| } |