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by angela shi • Published December 30, 2025 at 02:00 PM
Research

The Machine Learning Advent Calendar Bonus 1: AUC in Excel

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The article highlights the use of the Area Under the Curve (AUC) metric to evaluate the performance of classification models, emphasizing its ability to measure how effectively a model ranks positive instances higher than negative ones regardless of threshold selection. It also discusses practical implementation, demonstrating how AUC can be calculated within Excel, making this evaluation accessible for data scientists and analysts without specialized software.

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