Datasets:
Tasks:
Image Classification
Sub-tasks:
multi-class-image-classification
Languages:
English
Size:
100K<n<1M
ArXiv:
License:
Add label distribution table on README
Browse files
README.md
CHANGED
|
@@ -102,6 +102,26 @@ The data instances have the following fields:
|
|
| 102 |
```
|
| 103 |
</details>
|
| 104 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 105 |
### Data Splits
|
| 106 |
|
| 107 |
|
|
|
|
| 102 |
```
|
| 103 |
</details>
|
| 104 |
|
| 105 |
+
Label distribution on the dataset:
|
| 106 |
+
|
| 107 |
+
| labels | obs | freq |
|
| 108 |
+
|:-------------------|------:|-----------:|
|
| 109 |
+
| No Finding | 60361 | 0.426468 |
|
| 110 |
+
| Infiltration | 19894 | 0.140557 |
|
| 111 |
+
| Effusion | 13317 | 0.0940885 |
|
| 112 |
+
| Atelectasis | 11559 | 0.0816677 |
|
| 113 |
+
| Nodule | 6331 | 0.0447304 |
|
| 114 |
+
| Mass | 5782 | 0.0408515 |
|
| 115 |
+
| Pneumothorax | 5302 | 0.0374602 |
|
| 116 |
+
| Consolidation | 4667 | 0.0329737 |
|
| 117 |
+
| Pleural_Thickening | 3385 | 0.023916 |
|
| 118 |
+
| Cardiomegaly | 2776 | 0.0196132 |
|
| 119 |
+
| Emphysema | 2516 | 0.0177763 |
|
| 120 |
+
| Edema | 2303 | 0.0162714 |
|
| 121 |
+
| Fibrosis | 1686 | 0.0119121 |
|
| 122 |
+
| Pneumonia | 1431 | 0.0101104 |
|
| 123 |
+
| Hernia | 227 | 0.00160382 |
|
| 124 |
+
|
| 125 |
### Data Splits
|
| 126 |
|
| 127 |
|