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Logistic Regression from Scratch

Task

  • Modify linear regression to logistic regression using Gradient Descent
  • Classify Setosa vs Versicolor from Iris dataset
  • Implemented manually (no scikit-learn model)

Results

  • Accuracy: 100%
  • Clean decision boundary
  • Smooth loss convergence

Notebook

Open in Google Colab

Author

[Mohammed_ALhoor]

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Logistic Regression from scratch on Iris (Setosa vs Versicolor)

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