Search Results for author: Zubin Abraham

Found 2 papers, 1 papers with code

Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing

no code implementations25 Jul 2017 Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, Yantao Wei, José C. Príncipe

A fundamental issue for statistical classification models in a streaming environment is that the joint distribution between predictor and response variables changes over time (a phenomenon also known as concept drifts), such that their classification performance deteriorates dramatically.

General Classification Two-sample testing

Concept Drift Detection for Streaming Data

1 code implementation4 Apr 2015 Heng Wang, Zubin Abraham

Common statistical prediction models often require and assume stationarity in the data.

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