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Email Spam detection using KNN and Decision Trees Models Trained using the Spambase database

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rikzyj/CM2604_ML_CW

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CM2604_ML_CW

The code contains a comparison of two machine learning models, KNN and Decision trees. The models were trained using the Spambase dataset and evaluated based on:

  • Accuracy
  • F1 Score
  • Precision
  • Recall
  • Confusion Matrix

The Spambase dataset and it's documentation can be found in the following URL:

https://archive.ics.uci.edu/ml/datasets/Spambase

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Email Spam detection using KNN and Decision Trees Models Trained using the Spambase database

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