Update README.md
Browse files
README.md
CHANGED
|
@@ -9,8 +9,11 @@ metrics:
|
|
| 9 |
- recall
|
| 10 |
pipeline_tag: text-classification
|
| 11 |
tags:
|
|
|
|
|
|
|
| 12 |
- rubert
|
| 13 |
- sentiment
|
|
|
|
| 14 |
datasets:
|
| 15 |
- sismetanin/rureviews
|
| 16 |
- RuSentiment
|
|
@@ -68,12 +71,11 @@ Train/validation/test splits are 80%/10%/10%.
|
|
| 68 |
|
| 69 |
## Eval results (on test split)
|
| 70 |
|
|
|
|
| 71 |
| |neutral|positive|negative|macro avg|weighted avg|
|
| 72 |
|---------|-------|--------|--------|---------|------------|
|
| 73 |
-
|precision|0.
|
| 74 |
-
|recall |0.
|
| 75 |
-
|f1-score |0.
|
| 76 |
-
|auc-roc |0.
|
| 77 |
|support |5196 |3831 |3599 |12626 |12626 |
|
| 78 |
-
|
| 79 |
-
|
|
|
|
| 9 |
- recall
|
| 10 |
pipeline_tag: text-classification
|
| 11 |
tags:
|
| 12 |
+
- sentiment-analysis
|
| 13 |
+
- multi-class-classification
|
| 14 |
- rubert
|
| 15 |
- sentiment
|
| 16 |
+
- bert
|
| 17 |
datasets:
|
| 18 |
- sismetanin/rureviews
|
| 19 |
- RuSentiment
|
|
|
|
| 71 |
|
| 72 |
## Eval results (on test split)
|
| 73 |
|
| 74 |
+
|
| 75 |
| |neutral|positive|negative|macro avg|weighted avg|
|
| 76 |
|---------|-------|--------|--------|---------|------------|
|
| 77 |
+
|precision|0.7 |0.84 |0.74 |0.76 |0.75 |
|
| 78 |
+
|recall |0.74 |0.83 |0.69 |0.75 |0.75 |
|
| 79 |
+
|f1-score |0.72 |0.83 |0.71 |0.75 |0.75 |
|
| 80 |
+
|auc-roc |0.85 |0.95 |0.91 |0.9 |0.9 |
|
| 81 |
|support |5196 |3831 |3599 |12626 |12626 |
|
|
|
|
|
|