Datasets:
File size: 2,269 Bytes
4ab5fd2 683db7b 4ab5fd2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 | Dataset Split Information ======================= Total samples: 876 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 |