Package | Description |
---|---|
org.apache.mahout.cf.taste.impl.recommender | |
org.apache.mahout.cf.taste.impl.recommender.svd |
Modifier and Type | Class and Description |
---|---|
class |
GenericBooleanPrefItemBasedRecommender
A variant on
GenericItemBasedRecommender which is appropriate for use when no notion of preference
value exists in the data. |
class |
GenericBooleanPrefUserBasedRecommender
A variant on
GenericUserBasedRecommender which is appropriate for use when no notion of preference
value exists in the data. |
class |
GenericItemBasedRecommender
|
class |
GenericUserBasedRecommender
|
class |
ItemAverageRecommender
A simple recommender that always estimates preference for an item to be the average of all known preference
values for that item.
|
class |
ItemUserAverageRecommender
Like
ItemAverageRecommender , except that estimated preferences are adjusted for the users' average
preference value. |
class |
RandomRecommender
Produces random recommendations and preference estimates.
|
Modifier and Type | Class and Description |
---|---|
class |
SVDRecommender
A
Recommender that uses matrix factorization (a projection of users
and items onto a feature space) |
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