Update README.md
Browse files
README.md
CHANGED
@@ -6,34 +6,24 @@ model-index:
|
|
6 |
results: []
|
7 |
---
|
8 |
|
9 |
-
|
10 |
-
probably proofread and complete it, then remove this comment. -->
|
11 |
|
12 |
# CAP_coded_UK_statutory_instruments
|
13 |
|
14 |
-
This model
|
15 |
-
|
|
|
|
|
|
|
|
|
|
|
16 |
- Train Loss: 0.1188
|
17 |
- Train Sparse Categorical Accuracy: 0.9688
|
18 |
- Validation Loss: 0.2032
|
19 |
- Validation Sparse Categorical Accuracy: 0.9556
|
20 |
- Epoch: 2
|
21 |
|
22 |
-
## Model description
|
23 |
-
|
24 |
-
More information needed
|
25 |
-
|
26 |
-
## Intended uses & limitations
|
27 |
-
|
28 |
-
More information needed
|
29 |
-
|
30 |
-
## Training and evaluation data
|
31 |
-
|
32 |
-
More information needed
|
33 |
-
|
34 |
-
## Training procedure
|
35 |
|
36 |
-
### Training hyperparameters
|
37 |
|
38 |
The following hyperparameters were used during training:
|
39 |
- optimizer: {'name': 'Adam', 'learning_rate': 5e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
|
|
|
6 |
results: []
|
7 |
---
|
8 |
|
9 |
+
|
|
|
10 |
|
11 |
# CAP_coded_UK_statutory_instruments
|
12 |
|
13 |
+
This model predicts the CAP code of parliamentary bills/instruments (https://www.comparativeagendas.net/pages/master-codebook)
|
14 |
+
|
15 |
+
The model is trained on ~40k UK Parliamentary Statutory Instruments from the UK House of Commons and the Scottish Parliament.
|
16 |
+
|
17 |
+
See the README for more information on the model and training data.
|
18 |
+
|
19 |
+
|
20 |
- Train Loss: 0.1188
|
21 |
- Train Sparse Categorical Accuracy: 0.9688
|
22 |
- Validation Loss: 0.2032
|
23 |
- Validation Sparse Categorical Accuracy: 0.9556
|
24 |
- Epoch: 2
|
25 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
26 |
|
|
|
27 |
|
28 |
The following hyperparameters were used during training:
|
29 |
- optimizer: {'name': 'Adam', 'learning_rate': 5e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
|