Support Vector Machine (SVM)

• Weather prediction, stock market analysis, social media monitoring
• Music composition, video editing, game development
• Summarization, translation, transcription
• Text classification, image classification, spam detection (correct)

• Only consider one class for separation
• Ignore the margin and focus on speed
• Maximize the margin between the classes (correct)
• Minimize the margin between the classes

• Data points farthest from the hyperplane
• Data points in the center of the data distribution
• Data points closest to the hyperplane (correct)
• Data points in a random order

<p>Efficiently by finding optimal hyperplanes (B)</p> Signup and view all the answers

<p>Decision boundary to separate data points into classes (D)</p> Signup and view all the answers

<p>Helps improve classification accuracy (D)</p> Signup and view all the answers