Datasets:
Tasks:
Image Classification
Sub-tasks:
multi-class-image-classification
Languages:
English
Size:
100K<n<1M
ArXiv:
License:
Add dataset label distribution by spit table
Browse files
README.md
CHANGED
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@@ -102,7 +102,7 @@ The data instances have the following fields:
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```
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</details>
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Label distribution on the dataset
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| labels | obs | freq |
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|# of examples|86524|25596|
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## Dataset Creation
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### Curation Rationale
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```
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</details>
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**Label distribution on the dataset:**
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| labels | obs | freq |
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|:-------------------|------:|-----------:|
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|# of examples|86524|25596|
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**Label distribution by dataset split:**
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| labels | ('Train', 'obs') | ('Train', 'freq') | ('Test', 'obs') | ('Test', 'freq') |
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|:-------------------|-------------------:|--------------------:|------------------:|-------------------:|
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| No Finding | 50500 | 0.483392 | 9861 | 0.266032 |
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| Infiltration | 13782 | 0.131923 | 6112 | 0.164891 |
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| Effusion | 8659 | 0.082885 | 4658 | 0.125664 |
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| Atelectasis | 8280 | 0.0792572 | 3279 | 0.0884614 |
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| Nodule | 4708 | 0.0450656 | 1623 | 0.0437856 |
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| Mass | 4034 | 0.038614 | 1748 | 0.0471578 |
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| Consolidation | 2852 | 0.0272997 | 1815 | 0.0489654 |
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| Pneumothorax | 2637 | 0.0252417 | 2665 | 0.0718968 |
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| Pleural_Thickening | 2242 | 0.0214607 | 1143 | 0.0308361 |
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| Cardiomegaly | 1707 | 0.0163396 | 1069 | 0.0288397 |
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| Emphysema | 1423 | 0.0136211 | 1093 | 0.0294871 |
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| Edema | 1378 | 0.0131904 | 925 | 0.0249548 |
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| Fibrosis | 1251 | 0.0119747 | 435 | 0.0117355 |
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| Pneumonia | 876 | 0.00838518 | 555 | 0.0149729 |
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| Hernia | 141 | 0.00134967 | 86 | 0.00232012 |
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## Dataset Creation
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### Curation Rationale
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