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</p> Signup and view all the answers

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

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