Hub
Pricing About
WorkflowWorkflow

02.01 Linear Regression exercise

Linear regressionMachine learningPredictionEducation
P
Draft Latest edits on 
Mar 17, 2026 10:23 PM
Drag & drop
Like
Download workflow
Workflow preview

02.01 Linear Regression - exercise

[L4-ML] Machine Learning Algorithms - Specialization

02 Regression Models
- Partition data into train and test set
- Train a linear regression model
- Apply the trained model to the test set
- Handle missing values
- Evaluate the mode performance with the Numeric Scorer

External resources

  • Ames Housing Dataset on Kaggle
  • Description on the Ames Iowa Housing Data
Loading deploymentsLoading ad hoc jobs

Used extensions & nodes

Created with KNIME Analytics Platform version 5.4.0
  • Go to item
    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 5.1.2

    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
© 2026 KNIME AG. All rights reserved.
  • Trademarks
  • Imprint
  • Privacy
  • Terms & Conditions
  • Data Processing Agreement
  • Credits