Hub
Pricing About
WorkflowWorkflow

5x2cv demo

alinebessa profile image
Draft Latest edits on 
Apr 5, 2024 1:35 PM
Drag & drop
Like
Download workflow
Workflow preview
Workflow description: This workflow presents a component that calculates the 5x2cv Paired t-Test and demoes its use for a classification problem. Given values for two performance metrics, computed in 5 iterations of 2-fold cross-validation over the same dataset (randomly), the component performs a statistical test to determine whether the metric values are statistically equivalent or not. The 5x2cv Paired t-Test is an excellent alternative to compare different models with less bias. Original paper: https://www.cmpe.boun.edu.tr/~ethem/files/papers/NC110804.PDF Another reference used: https://sebastianraschka.com/pdf/lecture-notes/stat479fs18/11_eval-algo_notes.pdf
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 JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    knime
  • Go to item
    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.2.0

    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