Kernel SVM (Non-linear)
machine learningUpdated Oct 25, 2025
Classify whether a person will make a purchase based on Age and Estimated Salary using a Kernel Support Vector Machine with an RBF kernel.
Language: PythonLevel: intermediateTask: classificationDataset: Social_Network_Ads.csv
Learning Objectives
- Implement a non-linear Kernel SVM using Scikit-learn.
- Visualize complex decision boundaries created by the RBF kernel.
- Evaluate the model using a confusion matrix and accuracy score.
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