Hub
Pricing About
WorkflowWorkflow

Python - PySpark and MLlib RandomForest Classifier (with vtreat)

PythonSparkMLlibRandomForestClassifierRandomForest
+1
mlauber71 profile image
Draft Latest edits on 
Feb 11, 2024 8:52 PM
Drag & drop
Like
Download workflow
Workflow preview
Spark MLlib in a KNIME Python node - also using vtreat to prepare the data Demonstrates how to start a spark session within a Python node (the performance will very much depend on your machine)

External resources

  • HUB: Python - PySpark and MLlib RandomForest Classifier (with vtreat)
  • Medium: KNIME and Python — Setting up and managing Conda environments
  • Medium: Data preparation for Machine Learning with KNIME and the Python “vtreat” package
Loading deploymentsLoading ad hoc jobs

Used extensions & nodes

Created with KNIME Analytics Platform version 5.2.1
  • Go to item
    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.1

    knime
  • Go to item
    KNIME Conda IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
  • Go to item
    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
  • Go to item
    KNIME Extension for Big Data File FormatsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
  • Go to item
    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
  • Go to item
    KNIME Machine Learning Interpretability ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
  • Go to item
    KNIME Python IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.1

    knime
  • Go to item
    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.1

    knime

Legal

By using or downloading the workflow, you agree to our terms and conditions.

KNIME
Open for Innovation

KNIME AG
Talacker 50
8001 Zurich, Switzerland
  • Software
  • Getting started
  • Documentation
  • Courses + Certification
  • Solutions
  • KNIME Hub
  • KNIME Forum
  • Blog
  • Events
  • Partner
  • Developers
  • KNIME Home
  • Careers
  • Contact us
Download KNIME Analytics Platform Read more about KNIME Business Hub
© 2025 KNIME AG. All rights reserved.
  • Trademarks
  • Imprint
  • Privacy
  • Terms & Conditions
  • Data Processing Agreement
  • Credits