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VisualizationsClassical Machine Learning

Choosing the Right Metric

A model labels all 10,000 transactions Not Fraud and still scores 99.5% accuracy. Click Check Recall to see it caught none of the 50 fraud cases.

Accuracy Looks Tempting

10,000 transactions. Only 50 are fraud. The model predicts "Not Fraud" every single time.

Legitimate (9950)Fraud (50)
Accuracy
99.5%
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