Naive Bayes Classification
machine learningUpdated Oct 25, 2025
Classify whether a person will make a purchase based on Age and Estimated Salary using the Naive Bayes algorithm.
Language: PythonLevel: beginnerTask: classificationDataset: Social_Network_Ads.csv
Learning Objectives
- Train a Gaussian Naive Bayes classifier using Scikit-learn.
- Understand the probabilistic foundation of the Naive Bayes algorithm.
- Visualize decision regions and evaluate model performance using a confusion matrix.
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