avichr
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heBERT_sentiment_analysis

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avichr commited on Dec 14, 2020

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@@ -16,11 +16,13 @@ In order to valid the annotation, we search an agreement between raters to emoti
 #### sentiment analysis
 |              | precision | recall | f1-score |
 |--------------|-----------|--------|----------|
-| 0            | 0.95      | 0.97   | 0.96     |
-| 1            | 0.91      | 0.84   | 0.87     |
-| accuracy     | 0.94      | 305    | 0.92     |
-| macro avg    | 0.93      | 0.91   | 0.92     |
-| weighted avg | 0.94      | 0.94   | 0.94     |
 ## Stay tuned!
 We are still working on our model and will edit this page as we progress.<br>

 #### sentiment analysis
 |              | precision | recall | f1-score |
 |--------------|-----------|--------|----------|
+| natural      | 0.83      | 0.56   | 0.67     |
+| positive     | 0.96      | 0.92   | 0.94     |
+| negative     | 0.97      | 0.99   | 0.98     |
+| accuracy     |           |        | 0.97     |
+| macro avg    | 0.92      | 0.82   | 0.86     |
+| weighted avg | 0.96      | 0.97   | 0.96     |
 ## Stay tuned!
 We are still working on our model and will edit this page as we progress.<br>