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Module drift_models

optirs_core::streaming::adaptive_streaming

Module drift_models 

Source

Structs§

DecisionTreeDriftDetector
Depth-limited CART regression tree over a sliding window of labelled observations.
EnsembleDriftDetector
Ensemble of model-based drift detectors.
NeuralNetworkDriftDetector
Online multilayer perceptron drift detector.
PrequentialErrorTracker
Fast/slow exponentially-weighted tracking of a model’s squared prediction error, plus the persistence rule that turns it into a drift verdict.