classifier#

Classes#

AdaptiveRandomForestClassifier

Adaptive Random Forest Classifier

EFDT

Extremely Fast Decision Tree (EFDT) Classifier

HoeffdingTree

Hoeffding Tree classifier.

NaiveBayes

Naive Bayes incremental learner.

OnlineBagging

Incremental on-line bagging of Oza and Russell

OnlineAdwinBagging

Bagging for evolving data streams using ADWIN.

LeveragingBagging

Leveraging Bagging for evolving data streams using ADWIN.

KNN

The default number of neighbors (k) is set to 3 instead of 10 (as in MOA)

PassiveAggressiveClassifier

Streaming Passive Aggressive Classifier

SGDClassifier

Streaming stochastic gradient descent classifier.

StreamingGradientBoostedTrees

Streaming Gradient Boosted Trees (SGBT) Classifier

OzaBoost

Incremental on-line boosting classifier of Oza and Russell.

MajorityClass

Majority class classifier.

NoChange

NoChange classifier.

OnlineSmoothBoost

OnlineSmoothBoost Classifier

StreamingRandomPatches

Streaming Random Patches (SRP) Classifier

HoeffdingAdaptiveTree

Hoeffding Adaptive Tree (HAT) classifier.

SAMkNN

Self Adjusted Memory k Nearest Neighbor (SAMkNN) Classifier

DynamicWeightedMajority

Dynamic Weighted Majority Classifier.

CSMOTE

CSMOTE