You're looking at a specific version of this model. Jump to the model overview.
aexol-studio /recommendation_hybrid:0533d804
Input schema
The fields you can use to run this model with an API. If you don’t give a value for a field its default value will be used.
| Field | Type | Default value | Description |
|---|---|---|---|
| data |
string
|
path:data/data.csv
|
HuggingFace Dataset API (api:McAuley-Lab/Amazon-Reviews-2023 raw_review_Magazine_Subscriptions) or path (path:data/reviews.csv)
|
| user_id |
string
|
598
|
User id
|
| user_column |
string
|
customer_id
|
Column storing the user ids
|
| title_column |
string
|
name
|
Column storing the titles of the items
|
| text_column |
string
|
description
|
Column storing the reviews or descriptions of the items
|
| item_column |
string
|
product_id
|
Column storing the items ids
|
| top_n |
integer
|
10
|
Number of top recommendation to return
|
| items |
boolean
|
True
|
Whether to return the recommended items
|
| users |
boolean
|
True
|
Whether to return the similar users
|
| pretrained |
boolean
|
False
|
Whether to use a pretrained models
|
| show_metrics |
boolean
|
True
|
Whether to show the evaluation metrics
|
Output schema
The shape of the response you’ll get when you run this model with an API.
Schema
{'title': 'Output', 'type': 'string'}