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Decision_Tree_Solution

ClassificationEducationDecision treeGIDSAcademia
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VersionKAP v5.4Latest, created on 
Mar 6, 2025 9:05 AM
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Decision Tree

Decision Tree: binary classification of house ranking (high/low rank).

- Create target column
- Filter unnecessary columns
- Split the dataset into train and test set
- Train and apply the model
- Evaluation

External resources

  • Guide to Intelligent Data Science
  • Decision Tree
  • Behind the scenes of Decision Tree
  • Ames Housing Dataset on kaggle
  • Description of the Ames Iowa Housing Data
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Created with KNIME Analytics Platform version 5.4.0
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