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

Modified Fast Incremental Model Tree with Drift Detection for basic learner for ARF-Regas described by Ikonomovska et al.

AdaptiveRandomForestRegressor

Adaptive Random Forest Regressor

PassiveAggressiveRegressor

Streaming Passive Aggressive regressor

SGDRegressor

Streaming stochastic gradient descent regressor.

ShrubsRegressor

ShrubsRegressor