FOUNDATIONS OF MACHINE LEARNING

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Section 4: Understanding, Evaluating and Improving Performance

Learning approaches for model validation and selection

1

Introduction

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2

Model Evaluation: A Classification Example

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3

Imbalanced Classes

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4

Predicting Diabetes Progression

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5

Summary and Reflection

Linköping University
Department of Computer and Information Science
foundations-of-ml@ida.liu.se

This webpage contains the course materials for the course ETE370 Foundations of Machine Learning.
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Copyright © 2021, Joel Oskarsson, Amanda Olmin & Fredrik Lindsten