HV · 110 kV · 50 Hz · expected test sets: test + benchmark · cells: 433 done / 0 pending / 0 failed
Committed held_out split sizes (episode-level, family-pure): benchmark: 2435 · test: 1464 · train: 6816 · val: 1459 — files: src/evemtbench/splits/v1.0/held_out/testgrid_110kv
22 buses/elements · 17 lines/transformers/switches · layout computed from aux overlay graph.pickle (benchmark/TestGrid110kV) · provenance in assets/manifest.json
| task | grid | baseline | headline | test | benchmark | params | fit/seed | trace |
|---|---|---|---|---|---|---|---|---|
| event_classification_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.059 ± 0.000 (n=5) | 0.059 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.523 ± 0.002 (n=5) | 0.227 ± 0.006 (n=5) | — | 2.5m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.556 ± 0.002 (n=5) | 0.584 ± 0.020 (n=5) | 26.7M | 20.4m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.675 ± 0.013 (n=5) | 0.730 ± 0.030 (n=5) | 94k | 19.6m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.654 ± 0.011 (n=5) | 0.706 ± 0.015 (n=5) | 97k | 20.3m | trace: output · eval-code · log · train-code · config · W&B |
| event_classification_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.782 ± 0.006 (n=5) | 0.831 ± 0.025 (n=5) | 567k | 20.3m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.784 ± 0.001 (n=5) | 0.949 ± 0.001 (n=5) | — | 3.1m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.790 ± 0.003 (n=5) | 0.984 ± 0.000 (n=5) | 26.7M | 20.6m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.881 ± 0.045 (n=5) | 0.994 ± 0.004 (n=5) | 92k | 21.4m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.761 ± 0.009 (n=5) | 0.982 ± 0.001 (n=5) | 94k | 21.1m | trace: output · eval-code · log · train-code · config · W&B |
| event_detection_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.873 ± 0.027 (n=5) | 0.994 ± 0.003 (n=5) | 564k | 26.6m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.333 ± 0.000 (n=5) | 0.333 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.705 ± 0.001 (n=5) | 0.652 ± 0.006 (n=5) | — | 3.1m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.706 ± 0.001 (n=5) | 0.805 ± 0.001 (n=5) | 26.7M | 19.1m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.689 ± 0.060 (n=5) | 0.801 ± 0.042 (n=5) | 92k | 17.1m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.662 ± 0.021 (n=5) | 0.789 ± 0.030 (n=5) | 95k | 20.0m | trace: output · eval-code · log · train-code · config · W&B |
| event_state_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.839 ± 0.013 (n=5) | 0.868 ± 0.076 (n=5) | 565k | 28.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.829 ± 0.005 (n=5) | 0.500 ± 0.000 (n=5) | — | 41s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.956 ± 0.007 (n=5) | 0.993 ± 0.003 (n=5) | 26.7M | 5.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.963 ± 0.004 (n=5) | 0.997 ± 0.004 (n=5) | 92k | 3.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.957 ± 0.003 (n=5) | 0.989 ± 0.005 (n=5) | 95k | 14.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.953 ± 0.005 (n=5) | 0.990 ± 0.007 (n=5) | 565k | 11.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.824 ± 0.005 (n=5) | 0.628 ± 0.004 (n=5) | — | 14s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.955 ± 0.000 (n=5) | 0.995 ± 0.000 (n=5) | 3.1M | 59s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | testgrid_110kv | gru | balanced_accuracy ↑ | 0.963 ± 0.002 (n=5) | 0.998 ± 0.000 (n=5) | 55k | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.961 ± 0.003 (n=5) | 0.997 ± 0.001 (n=5) | 52k | 1.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_line | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.960 ± 0.003 (n=5) | 0.997 ± 0.001 (n=5) | 509k | 4.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.772 ± 0.004 (n=5) | 0.637 ± 0.010 (n=5) | — | 10s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.945 ± 0.001 (n=5) | 0.985 ± 0.001 (n=5) | 1.6M | 52s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | testgrid_110kv | gru | balanced_accuracy ↑ | 0.960 ± 0.002 (n=5) | 0.991 ± 0.001 (n=5) | 53k | 1.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.958 ± 0.004 (n=5) | 0.983 ± 0.005 (n=5) | 49k | 58s | trace: output · eval-code · log · train-code · config · W&B |
| fault_category_local | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.954 ± 0.007 (n=5) | 0.984 ± 0.005 (n=5) | 506k | 4.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.660 ± 0.004 (n=5) | 0.600 ± 0.005 (n=5) | — | 34s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.676 ± 0.004 (n=5) | 0.713 ± 0.001 (n=5) | 26.7M | 6.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.680 ± 0.007 (n=5) | 0.704 ± 0.007 (n=5) | 93k | 2.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.670 ± 0.008 (n=5) | 0.707 ± 0.007 (n=5) | 95k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.773 ± 0.107 (n=5) | 0.772 ± 0.070 (n=5) | 565k | 5.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | testgrid_110kv | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.631 ± 0.003 (n=5) | 0.631 ± 0.009 (n=5) | — | 11s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.679 ± 0.005 (n=5) | 0.715 ± 0.001 (n=5) | 3.1M | 1.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | testgrid_110kv | gru | balanced_accuracy ↑ | 0.681 ± 0.005 (n=5) | 0.718 ± 0.003 (n=5) | 56k | 1.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.706 ± 0.012 (n=5) | 0.743 ± 0.021 (n=5) | 52k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_line | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.805 ± 0.036 (n=5) | 0.834 ± 0.015 (n=5) | 510k | 6.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | testgrid_110kv | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.628 ± 0.003 (n=5) | 0.586 ± 0.006 (n=5) | — | 9s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.656 ± 0.010 (n=5) | 0.705 ± 0.001 (n=5) | 1.6M | 51s | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | testgrid_110kv | gru | balanced_accuracy ↑ | 0.667 ± 0.012 (n=5) | 0.709 ± 0.002 (n=5) | 53k | 1.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.685 ± 0.005 (n=5) | 0.727 ± 0.004 (n=5) | 50k | 1.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_classification_local | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.825 ± 0.006 (n=5) | 0.848 ± 0.007 (n=5) | 507k | 6.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.866 ± 0.003 (n=5) | 0.500 ± 0.000 (n=5) | — | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.848 ± 0.001 (n=5) | 0.985 ± 0.000 (n=5) | 26.7M | 8.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.857 ± 0.022 (n=5) | 0.985 ± 0.003 (n=5) | 92k | 5.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.878 ± 0.010 (n=5) | 0.987 ± 0.003 (n=5) | 94k | 8.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.864 ± 0.020 (n=5) | 0.987 ± 0.004 (n=5) | 564k | 9.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.878 ± 0.001 (n=5) | 0.681 ± 0.028 (n=5) | — | 21s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.849 ± 0.002 (n=5) | 0.985 ± 0.000 (n=5) | 3.1M | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | testgrid_110kv | gru | balanced_accuracy ↑ | 0.871 ± 0.024 (n=5) | 0.967 ± 0.055 (n=5) | 55k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.875 ± 0.010 (n=5) | 0.987 ± 0.002 (n=5) | 51k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_line | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.914 ± 0.026 (n=5) | 0.990 ± 0.003 (n=5) | 509k | 9.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | testgrid_110kv | threshold | balanced_accuracy ↑ | 0.755 ± 0.000 (n=5) | 0.886 ± 0.000 (n=5) | — | 2s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.882 ± 0.001 (n=5) | 0.672 ± 0.002 (n=5) | — | 15s | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.847 ± 0.001 (n=5) | 0.982 ± 0.000 (n=5) | 1.6M | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | testgrid_110kv | gru | balanced_accuracy ↑ | 0.846 ± 0.063 (n=5) | 0.963 ± 0.035 (n=5) | 52k | 2.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.875 ± 0.014 (n=5) | 0.987 ± 0.002 (n=5) | 49k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_detection_local | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.949 ± 0.016 (n=5) | 0.995 ± 0.004 (n=5) | 506k | 9.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.960 ± 0.001 (n=5) | 0.680 ± 0.008 (n=5) | — | 36s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.969 ± 0.000 (n=5) | 0.995 ± 0.000 (n=5) | 26.7M | 6.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.970 ± 0.000 (n=5) | 0.996 ± 0.002 (n=5) | 92k | 4.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.969 ± 0.001 (n=5) | 0.999 ± 0.001 (n=5) | 94k | 5.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.969 ± 0.001 (n=5) | 0.998 ± 0.002 (n=5) | 564k | 4.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.938 ± 0.001 (n=5) | 0.829 ± 0.009 (n=5) | — | 11s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.968 ± 0.001 (n=5) | 0.996 ± 0.000 (n=5) | 3.1M | 1.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | testgrid_110kv | gru | balanced_accuracy ↑ | 0.969 ± 0.001 (n=5) | 0.998 ± 0.001 (n=5) | 55k | 2.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.969 ± 0.001 (n=5) | 1.000 ± 0.000 (n=5) | 51k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_line | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.969 ± 0.002 (n=5) | 0.998 ± 0.003 (n=5) | 509k | 5.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.922 ± 0.002 (n=5) | 0.817 ± 0.004 (n=5) | — | 8s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.956 ± 0.002 (n=5) | 0.990 ± 0.001 (n=5) | 1.6M | 51s | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | testgrid_110kv | gru | balanced_accuracy ↑ | 0.938 ± 0.039 (n=5) | 0.979 ± 0.019 (n=5) | 52k | 1.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.969 ± 0.001 (n=5) | 0.998 ± 0.001 (n=5) | 49k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_grounded_local | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.967 ± 0.002 (n=5) | 0.998 ± 0.002 (n=5) | 506k | 4.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | testgrid_110kv | majority | mae ↓ | 24.378 ± 0.000 (n=5) | 31.168 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | testgrid_110kv | random_forest | mae ↓ | 21.830 ± 0.072 (n=5) | 23.947 ± 0.088 (n=5) | — | 12.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | testgrid_110kv | mlp | mae ↓ | 16.994 ± 0.043 (n=5) | 6.538 ± 0.115 (n=5) | 26.7M | 6.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | testgrid_110kv | gru | mae ↓ | 17.359 ± 0.181 (n=5) | 7.804 ± 0.638 (n=5) | 92k | 2.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | testgrid_110kv | cnn | mae ↓ | 18.590 ± 0.215 (n=5) | 11.585 ± 0.441 (n=5) | 94k | 3.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_global | testgrid_110kv | resnet | mae ↓ | 18.794 ± 0.250 (n=5) | 12.354 ± 0.641 (n=5) | 564k | 2.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | testgrid_110kv | majority | mae ↓ | 24.378 ± 0.000 (n=5) | 31.168 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | testgrid_110kv | random_forest | mae ↓ | 21.576 ± 0.051 (n=5) | 19.552 ± 0.089 (n=5) | — | 59s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | testgrid_110kv | mlp | mae ↓ | 17.141 ± 0.065 (n=5) | 6.545 ± 0.540 (n=5) | 3.1M | 59s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | testgrid_110kv | gru | mae ↓ | 17.256 ± 0.294 (n=5) | 6.415 ± 0.903 (n=5) | 55k | 1.0m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | testgrid_110kv | cnn | mae ↓ | 17.693 ± 0.366 (n=5) | 8.842 ± 1.200 (n=5) | 51k | 1.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_line | testgrid_110kv | resnet | mae ↓ | 17.864 ± 0.278 (n=5) | 8.733 ± 0.828 (n=5) | 509k | 3.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | testgrid_110kv | majority | mae ↓ | 24.378 ± 0.000 (n=5) | 31.168 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | testgrid_110kv | random_forest | mae ↓ | 23.653 ± 0.042 (n=5) | 27.029 ± 0.048 (n=5) | — | 31s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | testgrid_110kv | mlp | mae ↓ | 20.435 ± 0.046 (n=5) | 17.456 ± 0.118 (n=5) | 1.6M | 53s | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | testgrid_110kv | gru | mae ↓ | 18.768 ± 0.171 (n=5) | 10.855 ± 0.572 (n=5) | 52k | 1.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | testgrid_110kv | cnn | mae ↓ | 19.727 ± 0.084 (n=5) | 14.990 ± 0.643 (n=5) | 49k | 1.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_location_local | testgrid_110kv | resnet | mae ↓ | 19.904 ± 0.229 (n=5) | 15.943 ± 0.645 (n=5) | 506k | 2.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.759 ± 0.006 (n=5) | 0.799 ± 0.017 (n=5) | — | 34s | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.854 ± 0.007 (n=5) | 0.984 ± 0.016 (n=5) | 26.7M | 8.5m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.875 ± 0.016 (n=5) | 0.972 ± 0.014 (n=5) | 92k | 5.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.886 ± 0.010 (n=5) | 0.974 ± 0.016 (n=5) | 94k | 5.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_origin_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.866 ± 0.026 (n=5) | 0.983 ± 0.019 (n=5) | 564k | 4.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.833 ± 0.006 (n=5) | 0.973 ± 0.004 (n=5) | — | 35s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.849 ± 0.004 (n=5) | 0.982 ± 0.001 (n=5) | 26.7M | 6.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.866 ± 0.024 (n=5) | 0.982 ± 0.003 (n=5) | 92k | 4.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.874 ± 0.017 (n=5) | 0.980 ± 0.002 (n=5) | 95k | 5.6m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.867 ± 0.022 (n=5) | 0.977 ± 0.006 (n=5) | 565k | 4.8m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | testgrid_110kv | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.839 ± 0.002 (n=5) | 0.966 ± 0.002 (n=5) | — | 11s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.856 ± 0.004 (n=5) | 0.983 ± 0.000 (n=5) | 3.1M | 1.1m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | testgrid_110kv | gru | balanced_accuracy ↑ | 0.876 ± 0.010 (n=5) | 0.982 ± 0.001 (n=5) | 55k | 2.3m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.886 ± 0.003 (n=5) | 0.984 ± 0.002 (n=5) | 52k | 1.9m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_line | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.895 ± 0.020 (n=5) | 0.987 ± 0.005 (n=5) | 510k | 6.4m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | testgrid_110kv | majority | balanced_accuracy ↑ | 0.143 ± 0.000 (n=5) | 0.143 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.839 ± 0.001 (n=5) | 0.949 ± 0.001 (n=5) | — | 9s | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.843 ± 0.004 (n=5) | 0.979 ± 0.000 (n=5) | 1.6M | 1.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | testgrid_110kv | gru | balanced_accuracy ↑ | 0.838 ± 0.032 (n=5) | 0.970 ± 0.010 (n=5) | 53k | 2.2m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.883 ± 0.023 (n=5) | 0.981 ± 0.006 (n=5) | 49k | 1.7m | trace: output · eval-code · log · train-code · config · W&B |
| fault_phase_local | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.898 ± 0.026 (n=5) | 0.989 ± 0.008 (n=5) | 506k | 6.1m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.500 ± 0.000 (n=5) | 0.500 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.682 ± 0.002 (n=5) | 0.592 ± 0.006 (n=5) | — | 2.5m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.711 ± 0.001 (n=5) | 0.734 ± 0.003 (n=5) | 26.7M | 19.6m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.725 ± 0.057 (n=5) | 0.805 ± 0.042 (n=5) | 92k | 17.5m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.694 ± 0.021 (n=5) | 0.823 ± 0.002 (n=5) | 94k | 21.8m | trace: output · eval-code · log · train-code · config · W&B |
| switch_detection_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.786 ± 0.006 (n=5) | 0.785 ± 0.031 (n=5) | 564k | 31.5m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | testgrid_110kv | majority | balanced_accuracy ↑ | 0.200 ± 0.000 (n=5) | 0.200 ± 0.000 (n=5) | — | 0s | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | testgrid_110kv | random_forest | balanced_accuracy ↑ | 0.658 ± 0.005 (n=5) | 0.247 ± 0.001 (n=5) | — | 37s | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | testgrid_110kv | mlp | balanced_accuracy ↑ | 0.694 ± 0.002 (n=5) | 0.692 ± 0.026 (n=5) | 26.7M | 6.2m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | testgrid_110kv | gru | balanced_accuracy ↑ | 0.747 ± 0.006 (n=5) | 0.766 ± 0.029 (n=5) | 92k | 5.7m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | testgrid_110kv | cnn | balanced_accuracy ↑ | 0.729 ± 0.003 (n=5) | 0.739 ± 0.007 (n=5) | 95k | 5.6m | trace: output · eval-code · log · train-code · config · W&B |
| switch_type_global | testgrid_110kv | resnet | balanced_accuracy ↑ | 0.835 ± 0.056 (n=5) | 0.865 ± 0.084 (n=5) | 565k | 7.3m | trace: output · eval-code · log · train-code · config · W&B |