C# Class MyMediaLite.ItemRecommendation.TypedBPRMF

BPRMF with frequency-adjusted sampling and shared factors

prototype for KDD Cup 2011

Inheritance: BPRMF_KDD, IKDDCupRecommender

Datei anzeigen Open project: zenogantner/MML-KDD

Public Methods

Method	Description
Predict ( int user_id, int item_id ) : double
ToString ( ) : string
TypedBPRMF ( ) : System	Default constructor

Protected Methods

Method	Description
InitModel ( ) : void
UpdateFactors ( int u, int i, int j, bool update_u, bool update_i, bool update_j ) : void

Private Methods

Method	Description
GetTypedFactorsRegModifier ( int item_id ) : double
GetUserTypedFactors ( int item_id ) : Matrix

Method Details

InitModel() protected method

protected InitModel ( ) : void
return	void

Predict() public method

public Predict ( int user_id, int item_id ) : double
user_id	int
item_id	int
return	double

ToString() public method

public ToString ( ) : string
return	string

TypedBPRMF() public method

Default constructor

public TypedBPRMF ( ) : System
return	System

UpdateFactors() protected method

protected UpdateFactors ( int u, int i, int j, bool update_u, bool update_i, bool update_j ) : void
u	int
i	int
j	int
update_u	bool
update_i	bool
update_j	bool
return	void