classifier#

Classes#

AdaptiveRandomForestClassifier

Adaptive Random Forest.

CSMOTE

Continuous Synthetic Minority Oversampling Technique.

DynamicWeightedMajority

Dynamic Weighted Majority.

EFDT

Extremely Fast Decision Tree.

Finetune

Finetune a PyTorch neural network using stochastic gradient descent.

HoeffdingAdaptiveTree

Hoeffding Adaptive Tree (HAT).

HoeffdingTree

Hoeffding Tree.

KNN

K-Nearest Neighbors.

LeveragingBagging

Leveraging Bagging for evolving data streams using ADWIN.

MajorityClass

Majority class classifier.

NaiveBayes

Naive Bayes incremental learner.

NoChange

No change classifier.

OnlineAdwinBagging

Bagging for evolving data streams using ADWIN.

OnlineBagging

Incremental on-line bagging of Oza and Russell.

OnlineSmoothBoost

Online Smooth Boost.

OzaBoost

Incremental on-line boosting classifier of Oza and Russell.

PassiveAggressiveClassifier

Streaming Passive Aggressive Classifier.

SAMkNN

Self Adjusted Memory k Nearest Neighbor.

SGDClassifier

Streaming stochastic gradient descent classifier.

ShrubsClassifier

Shrubs Classifier.

StreamingGradientBoostedTrees

Streaming Gradient Boosted Trees.

StreamingRandomPatches

Streaming Random Patches.

WeightedkNN

Weighted k-Nearest Neighbour.