Update README.md

README.md

@@ -10,21 +10,18 @@ model-index:
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-# distilbert-base-uncased-finetuned-greenplastics-3
-
-This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
+# Classification of patent abstracts - "green plastics" or "no green plastics"
 
-## Model description
+This model classifies patents into "green plastics" or "no green plastics" by their abstracts.
 
-More information needed
-
-## Intended uses & limitations
+# distilbert-base-uncased-finetuned-greenplastics-3
 
-More information needed
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the [green plastics dataset](https://huggingface.co/datasets/cwinkler/patents_green_plastics). The green patent dataset was split into 70 % training data and 30 % test data (using ".train_test_split(test_size=0.3)").
+The model achieves the following results on the evaluation set:
 
-## Training and evaluation data
+- Accuracy: 0.8574
+- F1: 0.8573
 
-More information needed
 
 ## Training procedure