Class that contains static methods for item prediction More...

Static Public Member Functions
static void	WritePredictions (this IRecommender recommender, IPosOnlyFeedback train, IList< int > candidate_items, int num_predictions, string filename, IList< int > users=null, IMapping user_mapping=null, IMapping item_mapping=null, bool repeated_items=false)
	Write item predictions (scores) to a file More...

static void	WritePredictions (this IRecommender recommender, IPosOnlyFeedback train, ICollection< int > candidate_items, int num_predictions, TextWriter writer, IList< int > users=null, IMapping user_mapping=null, IMapping item_mapping=null, bool repeated_items=false)
	Write item predictions (scores) to a TextWriter object More...

static void	WritePredictions (this IRecommender recommender, int user_id, ICollection< int > candidate_items, ICollection< int > ignore_items, int num_predictions, TextWriter writer, IMapping user_mapping, IMapping item_mapping)
	Write item predictions (scores) for a given user to a TextWriter object More...

Detailed Description

Class that contains static methods for item prediction

Member Function Documentation

static void WritePredictions	(	this IRecommender	recommender,
		IPosOnlyFeedback	train,
		IList< int >	candidate_items,
		int	num_predictions,
		string	filename,
		IList< int >	users = `null`,
		IMapping	user_mapping = `null`,
		IMapping	item_mapping = `null`,
		bool	repeated_items = `false`
	)

inlinestatic

Write item predictions (scores) to a file

Parameters

recommender	the IRecommender to use for making the predictions
train	a user-wise IPosOnlyFeedback containing the items already observed
candidate_items	list of candidate items
num_predictions	number of items to return per user, -1 if there should be no limit
filename	the name of the file to write to
users	a list of users to make recommendations for
user_mapping	an IMapping object for the user IDs
item_mapping	an IMapping object for the item IDs
repeated_items	true if items that a user has already accessed shall also be predicted

static void WritePredictions	(	this IRecommender	recommender,
		IPosOnlyFeedback	train,
		ICollection< int >	candidate_items,
		int	num_predictions,
		TextWriter	writer,
		IList< int >	users = `null`,
		IMapping	user_mapping = `null`,
		IMapping	item_mapping = `null`,
		bool	repeated_items = `false`
	)

inlinestatic

Write item predictions (scores) to a TextWriter object

Parameters

recommender	the IRecommender to use for making the predictions
train	a user-wise IPosOnlyFeedback containing the items already observed
candidate_items	list of candidate items
num_predictions	number of items to return per user, -1 if there should be no limit
writer	the TextWriter to write to
users	a list of users to make recommendations for; if null, all users in train will be provided with recommendations
user_mapping	an IMapping object for the user IDs
item_mapping	an IMapping object for the item IDs
repeated_items	true if items that a user has already accessed shall also be predicted

static void WritePredictions	(	this IRecommender	recommender,
		int	user_id,
		ICollection< int >	candidate_items,
		ICollection< int >	ignore_items,
		int	num_predictions,
		TextWriter	writer,
		IMapping	user_mapping,
		IMapping	item_mapping
	)

inlinestatic

Write item predictions (scores) for a given user to a TextWriter object

Parameters

recommender	the IRecommender to use for making the predictions
user_id	ID of the user to make recommendations for
candidate_items	list of candidate items
ignore_items	list of items for which no predictions should be made
num_predictions	the number of items to return per user, -1 if there should be no limit
writer	the TextWriter to write to
user_mapping	an IMapping object for the user IDs
item_mapping	an IMapping object for the item IDs

The documentation for this class was generated from the following file: