regressor#

Classes#

SOKNLBT

The base tree for Self-Optimising K Nearest Leaves as distribed by Sun.

SOKNL

Self-Optimising K-Nearest Leaves (SOKNL) Implementation.

ORTO

Implementation of the Online Regression Tree with Options (ORTO).

KNNRegressor

K Nearest Neighbor for data stream regression with sliding window

FIMTDD

Implementation of the FIMT-DD tree as described by Ikonomovska et al.

ARFFIMTDD

Adaptive Random Forest Fast Incremental Model Tree with Drift Detection.

AdaptiveRandomForestRegressor

Adaptive Random Forest Regressor

PassiveAggressiveRegressor

Streaming Passive Aggressive regressor

SGDRegressor

Streaming stochastic gradient descent regressor.

ShrubsRegressor

ShrubsRegressor

StreamingGradientBoostedRegression

Streaming Gradient Boosted Regression.

NoChange

No Change regressor.

TargetMean

Target Mean Regressor.

FadingTargetMean

Fading Target Mean Regressor.