Measure and optimize model performance with ROC and AUC-Microsoft Learn

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Measure and optimize model performance with ROC and AUC

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Microsoft

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Tech & Programming

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About this course

This module is part of these learning paths
Understand data science for machine learning
Foundations of data science for machine learning
Introduction
Analyze classification with receiver operator characteristic curves
Exercise - Evaluate ROC curves
Compare and optimize ROC curves
Exercise - Tune the area under the curve
Knowledge check
Summary

Curriculum

In this module, you will:

Understand how to create ROC curves
Explore how to assess and compare models using these curves
Practice fine-tuning a model using characteristics plotted on ROC curves

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Instructor :

Microsoft

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