org.grouplens.lenskit.mf.funksvd

Class TrainingEstimator

java.lang.Object

org.grouplens.lenskit.mf.funksvd.TrainingEstimator

public final class TrainingEstimator
extends java.lang.Object

Rating estimates used while training the predictor. An estimator can be constructed using FunkSVDUpdateRule.makeEstimator(PreferenceSnapshot).

Since:

1.1

Method Summary

Methods

Modifier and Type	Method and Description
double	get(IndexedPreference pref) Get the estimate for a preference.
void	update(mikera.vectorz.AVector ufvs, mikera.vectorz.AVector ifvs) Update the current estimates with trained values for a new feature.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

get

public double get(IndexedPreference pref)

Get the estimate for a preference.

Parameters:

pref - The preference.

Returns:

The estimate.

update

public void update(mikera.vectorz.AVector ufvs,
          mikera.vectorz.AVector ifvs)

Update the current estimates with trained values for a new feature.

Parameters:

ufvs - The user feature values.

ifvs - The item feature values.