| | Dataset Split Information |
| | ======================= |
| |
|
| | Total samples: 868 |
| | Random seed: 42 |
| | Split ratios: train=0.75, val=0.15, test=0.10 |
| | Stratified sampling: True |
| |
|
| | Class distribution: |
| | ================== |
| | Class imbalance ratio: 1803.60 |
| | Most frequent class: region (9018 instances) |
| | Least frequent class: captcha (5 instances) |
| |
|
| | Class distribution across splits: |
| | =============================== |
| | Class Total Train Val Test Train% Val% Test% - id |
| | region 9018 6533 1381 1104 72.44 15.31 12.24 - 6 |
| | generic-button 5526 4140 800 586 74.92 14.48 10.60 - 8 |
| | contentinfo 3816 2768 617 431 72.54 16.17 11.29 - 7 |
| | navigation 3754 2749 578 427 73.23 15.40 11.37 - 4 |
| | image 3046 2122 536 388 69.67 17.60 12.74 - 9 |
| | complementary 960 719 140 101 74.90 14.58 10.52 - 3 |
| | main 843 615 128 100 72.95 15.18 11.86 - 1 |
| | banner 702 521 105 76 74.22 14.96 10.83 - 2 |
| | search 551 402 85 64 72.96 15.43 11.62 - 5 |
| | popover 250 188 34 28 75.20 13.60 11.20 - 14 |
| | form 209 152 29 28 72.73 13.88 13.40 - 10 |
| | close-button 193 143 29 21 74.09 15.03 10.88 - 16 |
| | accept-button 81 51 15 15 62.96 18.52 18.52 - 12 |
| | cookie-dialog 59 42 8 9 71.19 13.56 15.25 - 13 |
| | preferences-button 58 38 9 11 65.52 15.52 18.97 - 11 |
| | reject-button 20 13 3 4 65.00 15.00 20.00 - 15 |
| | captcha 5 2 1 2 40.00 20.00 40.00 - 17 |
| |
|
| | Output directories: |
| | ================= |
| | Train images: coco_data/train/images |
| | Validation images: coco_data/val/images |
| | Test images: coco_data/test/images |
| | Train annotations: coco_data/train_annotations.json |
| | Validation annotations: coco_data/val_annotations.json |
| | Test annotations: coco_data/test_annotations.json |
| |
|
