m-newhauser commited on
Commit
968f147
1 Parent(s): a551a0a

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +14 -21
README.md CHANGED
@@ -1,21 +1,14 @@
1
- # distilbert-political-tweets
2
-
3
- Classify tweet sentiment as Democratic or Republican 🗣 🇺🇸
4
-
5
- # Model
6
-
7
- [DistilBERT base model (uncased)](https://huggingface.co/distilbert-base-uncased) for sequence classification fine-tuned on 10,000 randomly selected tweets from Democratic and Republican senators from FiveThirtyEight's [twitter-ratio/senators](https://fivethirtyeight.datasettes.com/fivethirtyeight/twitter-ratio%2Fsenators#export) dataset.
8
-
9
- # Evaluation
10
-
11
- The model was evaluated on a validation dataset of XXXXX unseen random tweets:
12
- ```python
13
- {'eval_accuracy': 0.9348,
14
- 'eval_f1': 0.9386,
15
- 'eval_loss': 0.1975,
16
- 'eval_precision': 0.9281,
17
- 'eval_recall': 0.9494}
18
- ```
19
-
20
- # License
21
- [GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.en.html)
 
1
+ ---
2
+ language:
3
+ - en
4
+ license: lgpl-3.0
5
+ tags:
6
+ - text-classification
7
+ - transformers
8
+ - tf
9
+ metrics:
10
+ - accuracy
11
+ - f1
12
+ - precision
13
+ - recall
14
+ ---