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Support Vector Machine (SVM) Explained | Hard Margin, Soft Margin, Support Vector Classifier
1. INTRODUCTION TO SVM Definition: Support Vector Machine (SVM) is a supervised machine learning algorithm used for classification and regression, but mainly used for classification. Main Idea: SVM finds the best boundary (hyperplane) that separates data into classes. Goal: Maximize the margin between two classes. Important Terms: Hyperplane ...
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