In Search of Minority Classes

• One Approach:
• Randomly sample
• Cluster on ~ 10³ - 10⁴ sky objects to model background classes
• Classify all 10⁶ - 10⁷ objects
• Discard high-probability objects, collect residue
• Focus on the residuals “misfits”
• Iterate...

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