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01. Building Churn Predictor - Solution

Customer IntelligenceCIChurnRandom forestCross-validation
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Oct 3, 2025 4:20 PM
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Building a Churn Predictor

This workflow is an example of how to train a basic machine learning model for a churn prediction task. In the optional steps, we integrate generative AI to create email drafts and to help us create a customized tree map visualization in Javascript.

An example is provided with a small Kaggle dataset previously used in marketing research: https://www.kaggle.com/becksddf/churn-in-telecoms-dataset.

External resources

  • Churn Prediction
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Created with KNIME Analytics Platform version 5.7.0
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