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How to Optimize an SVM Model with GridSearchCV: A Practical Guide for Beginners
- The article explains how to optimize an SVM model using GridSearchCV.
- GridSearchCV automates the process of finding the best parameters for the SVM model.
- The article demonstrates the step-by-step procedure using a handwritten digits dataset.
- The chosen combination of C=1 and gamma=0.001 achieved 92% accuracy on unseen data.
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