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What is Affinity Propagation?
What does Affinity Propagation do with data points?
What is the significance of Affinity Propagation in machine learning?
Before Affinity Propagation, which clustering algorithms were commonly used?
Who introduced the Affinity Propagation algorithm?
What are ‘exemplars’ in Affinity Propagation?
What are the two types of messages exchanged between data points in Affinity Propagation?
What is the purpose of the ‘damping factor’ in Affinity Propagation?
How is the ‘similarity score’ between two data points calculated in Affinity Propagation?
What is the main challenge of handling high-dimensional data in Affinity Propagation?
How does Affinity Propagation determine the number of clusters?
What does the ‘preference’ parameter influence in Affinity Propagation?
In Affinity Propagation, what does the convergence of the algorithm indicate?
What role does feature engineering play in Affinity Propagation?
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