Datasets:
Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -73,8 +73,7 @@ ds['pixel_values'][405]
|
|
| 73 |
<img src="https://huggingface.co/datasets/mpg-ranch/leafy_spurge/resolve/main/doc_figures/ground_truth_tile.png" width="39px" height="39px">
|
| 74 |
|
| 75 |
# Geographic splits within the training set
|
| 76 |
-
|
| 77 |
-
<iframe src="https://huggingface.co/datasets/mpg-ranch/leafy_spurge/blob/main/doc_figures/train_map.html" width="700" height="450"></iframe>
|
| 78 |
|
| 79 |
We gathered ground truth at multiple sites and observations within a site were geographically clustered. We suggest using the cluster feature to establish holdout sets for cross-validated hyperparameter tuning. This will simluate model performance when classifying leafy spurge at new sites (such as those of the test set). You can filter by cluster metadata as follows:
|
| 80 |
|
|
|
|
| 73 |
<img src="https://huggingface.co/datasets/mpg-ranch/leafy_spurge/resolve/main/doc_figures/ground_truth_tile.png" width="39px" height="39px">
|
| 74 |
|
| 75 |
# Geographic splits within the training set
|
| 76 |
+
<img src="https://huggingface.co/datasets/mpg-ranch/leafy_spurge/resolve/main/doc_figures/train_clusters.png" width="75%" height="75%">
|
|
|
|
| 77 |
|
| 78 |
We gathered ground truth at multiple sites and observations within a site were geographically clustered. We suggest using the cluster feature to establish holdout sets for cross-validated hyperparameter tuning. This will simluate model performance when classifying leafy spurge at new sites (such as those of the test set). You can filter by cluster metadata as follows:
|
| 79 |
|