Feature: Update model after changing the sentence_length feature to be a string in a13b3b0

Author: strangetom

README.md

@@ -48,13 +48,13 @@ The model has the following accuracy on a test data set of 20% of the total data
 
 ```
 Sentence-level results:
-	Accuracy: 94.66%
+	Accuracy: 94.65%
 
 Word-level results:
 	Accuracy 97.82%
-	Precision (micro) 97.81%
+	Precision (micro) 97.80%
 	Recall (micro) 97.82%
-	F1 score (micro) 97.81%
+	F1 score (micro) 97.80%
 ```
 
 ## Development

ingredient_parser/en/ModelCard.en.md

@@ -8,7 +8,7 @@
 
 ### Model Date and Version
 
-Date: April 2025
+Date: May 2025
 
 Version: The model version is the same has the `ingredient_parser_nlp` package version.
 
@@ -124,7 +124,7 @@ The model has the following performance metrics:
 
 | Word level accuracy | Sentence level accuracy |
 | ------------------- | ----------------------- |
-| 97.82 ± 0.18%       | 94.62 ± 0.44%           |
+| 97.82 ± 0.18%       | 94.65 ± 0.44%           |
 
 These metrics were determined by executing 20 training/evaluation cycles and calculating the mean and standard deviation for the two metrics across all cycles. The uncertainty values provided represent the 99.7% confidence bounds (i.e. 3x standard deviation). The uncertainty is due to the randomisation of the selection of training and evaluation data whenever the model is trained.
 

ingredient_parser/en/model.en.crfsuite

@@ -107,7 +107,7 @@ def test(self):
         expected = [
             {
                 "bias": "",
-                "sentence_length": 4,
+                "sentence_length": "4",
                 "pos": "CD",
                 "stem": "!num",
                 "is_capitalised": False,
@@ -151,7 +151,7 @@ def test(self):
             },
             {
                 "bias": "",
-                "sentence_length": 4,
+                "sentence_length": "4",
                 "pos": "NN",
                 "stem": "cup",
                 "is_capitalised": False,
@@ -195,7 +195,7 @@ def test(self):
             },
             {
                 "bias": "",
-                "sentence_length": 4,
+                "sentence_length": "4",
                 "pos": "NN",
                 "stem": "chicken",
                 "is_capitalised": False,
@@ -245,7 +245,7 @@ def test(self):
             },
             {
                 "bias": "",
-                "sentence_length": 4,
+                "sentence_length": "4",
                 "pos": "NN",
                 "stem": "broth",
                 "is_capitalised": False,