Hub
WorkflowWorkflow

Comparing Missing Value Handling Methods

Missing Values Single Imputation
Kathrin profile image

Last edit:
Drag & drop
Like
Download workflow
Copy short link
Workflow preview
This workflows compares four missing value handling methods - Listwise Deletion - 0 imputatition - Mean & most frequent impuation - Linear regression & kNN for two datasets - Churn Dataset - Census Dataset

Used extensions & nodes

Created with KNIME Analytics Platform version 4.2.1
  • KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.1

    knime
  • KNIME Expressions Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.1

    knime
  • KNIME JavaScript Views (Labs) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
  • KNIME Plotly Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
Loading deployments
Loading ad hoc executions
Discussion