DSCDD: Data Stream Concept Drift Detector

In faustogc/streamChaos: Analysis of Non Linear Data Streams

Description

Abstract base class for all DSCDD (Data Stream Concept Drift Detectors) and DSCDD\_R classes.

Details

The DSCDD and DSCDD_R classes cannot be instantiated, but they serve as a base class from which other DSCDD classes inherit.

Class DSCDD provides several generic functions: print(), plot(), getMeasure() to get the current measure based on input data, reset() to reset it to its initial state. The function processStream() process the whole stream, getting the measures after each interaction. getMeasure() and reset() are typically overwritten by subclasses of DSCDD. DSCDD_R provides these functions for R-based DSCDD implementations.

Author(s)

Fausto Guzzo da Costa

See Also

getMeasures plot processStream

faustogc/streamChaos documentation built on May 8, 2019, 9:22 a.m.