Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This .md file provides an explanation of the Support Vector Machine (SVM) algorithm, detailing its use in classification and regression tasks. It covers how SVM maximizes the margin between classes, even in non-linear cases, using kernel functions. The file also includes a mathematical representation and highlights real-life applications such as spam detection, medical image classification, and customer churn prediction, demonstrating SVM’s versatility in various industries.