Table: Training Item Feature

The ml_reco__training_data_item_feature table contains the item features used during the Two Tower training.

Table description

name	data_type	description
item_id		Identifier for the item associated with the offer used internally by the data science team.
offer_category_id		Identifier for the category of the offer. Determined by the cultural partner via a list of pre-set options in a drop down menu.
offer_subcategory_id		Identifier for the subcategory of the offer. Determined by the cultural partner via a list of pre-set options.
item_image_embedding		Embedding generated with the offer image.
item_semantic_content_hybrid_embedding		Embedding generated with the image and the semantic content of an image.
item_names		Name of the offer as it appears in the application.
item_descriptions		Offer description (synopsis, further details on the show) as provided by thecultural partner and displayed in app.
item_rayons		Literary genre, if applicable.
item_author		The offer's author (a book's author, a music's singer, a movie's director).
item_performer		Performers involved in this offer.
item_mean_stock_price		The average stock price for the item.
item_booking_cnt		Total number of bookings, both individual and collective.
item_favourite_cnt		Total number of times this offer was favorited.