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What is a Support Vector Machine in AI? A Support Vector Machine, or SVM, is an algorithm that separates data into categories by finding the best possible boundary between them. Imagine red and blue balls mixed on a table. An SVM finds the line that separates them while leaving the widest gap between the groups. This makes the model more ...
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