Update README.md

README.md

@@ -26,6 +26,6 @@ The model trained from [roberta-base](https://huggingface.co/roberta-base) on th
 
 The model was trained using `AutoModelForSequenceClassification.from_pretrained` for 3 epochs with a learning rate of 2e-5 and weight decay of 0.01.
 
-Evaluation (of the 28 dim output via a threshold of 0.5 to binarize each) using the dataset test split gives:
+Evaluation using the dataset validation split gives:
 - F1 0.585
 - Accuracy 0.474