Random Forest Classification
machine learningUpdated Oct 25, 2025
Classify whether a person will make a purchase based on Age and Estimated Salary using a Random Forest ensemble classifier.
Language: PythonLevel: intermediateTask: classificationDataset: Social_Network_Ads.csv
Learning Objectives
- Train a Random Forest model using Scikit-learn and understand ensemble learning.
- Visualize decision boundaries for the Random Forest classifier.
- Compare model performance with other classifiers using accuracy and confusion matrix.
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