MOA

  • Github
  • Book
  • News
  • Downloads
    • Downloads
    • Datasets
    • Github
    • Extensions
    • Related
  • Community
    • Community
    • Team
    • Publications
  • Documentation
    • Documentation
    • Getting Started
    • Tutorial 1: Introduction to MOA
    • Tutorial 2: Introduction to the API of MOA
    • Tutorial 3: Introduction to MOA Clustering
    • Tutorial 4: Introduction to ADAMS and MOA
    • Tutorial 5: Simulating Concept Drift in MOA
    • Tutorial 6: Building MOA from the source
    • Tutorial 7: Feature Analysis and Feature Importance in MOA
    • KDD 2017 Hands-on Tutorial
    • About
      • Classification
        • Command Line
        • Classifiers
        • Streams
        • Using Weka
      • Stream Clustering
      • Outlier Detection
      • Recommender Systems

Downloads

Software

  • NEW Download Software: MOA Release 2024.07
  • Download Extensions

Github

  • GitHub Repository

Older versions

  • MOA Release 2023.04, MOA Release 2021.07, MOA Release 2020.12, MOA Release 2020.07, MOA Release 2019.04, MOA Release 2018.06, MOA Release 2017.06 , MOA Release 2016.04 , MOA Release 2015.11 , MOA Release 2014.11* , MOA Release 2014.04 , MOA Release 2013.11 , MOA Release 2013.08 , MOA Release 2012.08 , MOA Release 2012.03, MOA Release 2011.10

Maven Integration

  • You can use MOA in your maven project, adding the following dependency in your pom.xml file:
<!-- https://mvnrepository.com/artifact/nz.ac.waikato.cms.moa/moa -->
<dependency>
  <groupId>nz.ac.waikato.cms.moa</groupId>
  <artifactId>moa</artifactId>
  <version>2024.07.0</version>
</dependency>

Tutorials (PDF)

  • NEW Tutorial 5: Simulating Concept Drift in MOA
  • Tutorial 1: Introduction to MOA
  • Tutorial 2: Introduction to the API of MOA
  • Tutorial 3: Introduction to MOA Clustering
  • Tutorial 4: Introduction to ADAMS and MOA

Documentation (PDF)

  • MOA Data Stream Mining [pdf]
  • MOA Manual [pdf]

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MOA

MOA

Streaming Machine Learning