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It seems that the documentation for AlternatingLeastSquares.fit is slightly outdated. In particular the part related to the item_users parameter:
The negative items are implicitly defined: This code assumes that non-zero items in the item_users matrix means that the user liked the item. The negatives are left unset in this sparse matrix: the library will assume that means Piu = 0 and Ciu = 1 for all these items.
According to the issue #119 and this diff it is possible now to provide negative Ciu values to take into account explicit negative feedback.
If so, then the documentation should be updated.
The text was updated successfully, but these errors were encountered:
madcat1991
changed the title
Outdates docstring for AlternatingLeastSquares.fit
Outdated docstring for AlternatingLeastSquares.fit
Mar 18, 2020
Hi @benfred ,
It seems that the documentation for
AlternatingLeastSquares.fit
is slightly outdated. In particular the part related to theitem_users
parameter:The negative items are implicitly defined: This code assumes that non-zero items in the item_users matrix means that the user liked the item. The negatives are left unset in this sparse matrix: the library will assume that means Piu = 0 and Ciu = 1 for all these items.
According to the issue #119 and this diff it is possible now to provide negative Ciu values to take into account explicit negative feedback.
If so, then the documentation should be updated.
The text was updated successfully, but these errors were encountered: