Parameter settings for your new dataset¶
(create a new yaml file in ~/recommendation/properties/dataset/your_new_dataset.yaml)
The benchmark provides several arguments for describing:
Basic setting of the parameters
See below for the details:
Required parameters¶
Column set ups¶
user_id (str)
: The column name used to identify the user.item_id (str)
: The column name used to identify the item.group_id (str)
: The column name used to identify the group.label_id (str)
: The column name used to identify the label.timestamp (str)
: The column name used to identify the timestamp.label_threshold (int)
: Threshold means the label exceed the value will be regarded as 1, otherwise, it will be accounted into 0.
LLMs-based set ups¶
text_id (str)
: The column name used to identify textual information of item (e.g. new title).item_domain (str)
: The item domain name used to generate prompts.