CACS486 Machine Learning

Machine LearningTU Board 2025

Describe the Support Vector Machine (SVM) concept of maximum margin classification with a diagram. A model trained on a dataset achieves the following results: Training accuracy: 95% Validation…

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Describe the Support Vector Machine (SVM) concept of maximum margin classification with a diagram. A model trained on a dataset achieves the following results: Training accuracy: 95% Validation accuracy: 80% Test accuracy: 78% Discuss whether the model is underfitting, overfitting, or well-fitted. Justify your answer. [6+4]

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