wip

reviews_with_drift.py

@@ -61,7 +61,7 @@ _URLS = {
 
 
 # TODO: Name of the dataset usually match the script name with CamelCase instead of snake_case
-class NewDataset(datasets.GeneratorBasedBuilder):
+class ReviewsWithDrift(datasets.GeneratorBasedBuilder):
     """TODO: Short description of my dataset."""
 
     VERSION = datasets.Version("1.0.0")
@@ -84,6 +84,7 @@ class NewDataset(datasets.GeneratorBasedBuilder):
     DEFAULT_CONFIG_NAME = "default"  # It's not mandatory to have a default configuration. Just use one if it make sense.
 
     def _info(self):
+        class_names = ["Negative", "Positive"]
         # This method specifies the datasets.DatasetInfo object which contains informations and typings for the dataset
         features = datasets.Features(
             # These are the features of your dataset like images, labels ...
@@ -93,7 +94,7 @@ class NewDataset(datasets.GeneratorBasedBuilder):
                 "gender":datasets.Value("string"),
                 "context":datasets.Value("string"),
                 "text":datasets.Value("string"),
-                "label":datasets.features.ClassLabel(names=["Negative", "Positive"]),
+                "label":datasets.features.ClassLabel(names=class_names),
             }
         )
 
@@ -162,5 +163,5 @@ class NewDataset(datasets.GeneratorBasedBuilder):
                     "gender":gender,
                     "context":context,
                     "text": text,
-                    "label":"Negative"
+                    "label":label,
                 }