Support Vector Machine (SVM)
machine learningUpdated Oct 25, 2025
Classify whether a person will make a purchase based on Age and Estimated Salary using a linear Support Vector Machine.
Language: PythonLevel: intermediateTask: classificationDataset: Social_Network_Ads.csv
Learning Objectives
- Train a linear SVM classifier using Scikit-learn.
- Visualize the decision boundary for the linear SVM model.
- Evaluate model performance using accuracy, precision, and confusion matrix.
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