AI and machine learning

Imbalanced data

  • AI and machine learning

Definition

Data where one outcome is far rarer than the other, such as fraud among normal transactions.

For your role

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Why it matters

A model can look accurate while missing almost every rare case.

Where it is used

Fraud, churn and rare-event prediction.