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Adaptive Stream Mining

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Description

ADWIN is an adaptive sliding window algorithm for detecting change and keeping updated statistics from a data stream, and use it as a black-box in place or counters in learning and mining algorithms initially not designed for drifting data.

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Categories

Features

  • ADWIN
  • Data Stream Mining
  • Concept Drift

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Additional Project Details

Registered

2010-02-10

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