Package | Description |
---|---|
org.apache.mahout.classifier.sgd |
Implements a variety of on-line logistric regression classifiers using SGD-based algorithms.
|
org.apache.mahout.math.stats |
Modifier and Type | Method and Description |
---|---|
OnlineAuc |
CrossFoldLearner.getAucEvaluator() |
Modifier and Type | Method and Description |
---|---|
void |
CrossFoldLearner.setAucEvaluator(OnlineAuc auc) |
void |
AdaptiveLogisticRegression.setAucEvaluator(OnlineAuc auc) |
void |
AdaptiveLogisticRegression.Wrapper.setAucEvaluator(OnlineAuc auc) |
Modifier and Type | Class and Description |
---|---|
class |
GlobalOnlineAuc
Computes a running estimate of AUC (see http://en.wikipedia.org/wiki/Receiver_operating_characteristic).
|
class |
GroupedOnlineAuc
Implements a variant on AUC where the result returned is an average of several AUC measurements
made on sub-groups of the overall data.
|
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