Hub
Pricing About
WorkflowWorkflow

Data Mining - Solution

Machine learningData miningClassificationRegressionPrediction
+9
kmarrs901 profile image
Draft Latest edits on 
Jan 30, 2023 5:17 PM
Drag & drop
Like
Download workflow
Workflow preview
Exercise 4 for KNIME User Training - Training a Decision Tree to predict a nominal target column - Evaluate the model performance using scoring metrics for a classification model and an ROC Curve - Train a linear regression model to predict a numeric target column - Evaluate the performance of the regression model - Cluster data based on latitude and longitude - Visualize clusters in a scatter plot and on a map

External resources

  • KNIME Analytics: a Review
  • The Learner-Predictor Construct
  • Drag & Drop Data Science
  • Behind the Scenes of the Decision Tree with KNIME
  • Decision Tree Learner Node: Algorithm Settings
  • Evaluating Classification Model Performance with the Scorer Node
  • ROC Curve of a Classification Model
  • Slides (KNIME Analytics Platform Course)
Loading deploymentsLoading ad hoc jobs

Used extensions & nodes

Created with KNIME Analytics Platform version 4.6.1
  • Go to item
    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.1

    knime
  • Go to item
    KNIME DatabaseTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.1

    knime
  • Go to item
    KNIME Excel SupportTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.1

    knime
  • Go to item
    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.1

    knime
  • Go to item
    KNIME Open Street Map IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    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