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Machine Learning Risk Assessments in Criminal Justice Settings

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Cover of 'Machine Learning Risk Assessments in Criminal Justice Settings'

Table of Contents

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    Book Overview
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    Chapter 1 Getting Started
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    Chapter 2 Some Important Background Material
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    Chapter 3 A Conceptual Introduction to Classification and Forecasting
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    Chapter 4 A More Formal Treatment of Classification and Forecasting
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    Chapter 5 Tree-Based Forecasting Methods
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    Chapter 6 Transparency, Accuracy and Fairness
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    Chapter 7 Real Applications
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    Chapter 8 Implementation
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    Chapter 9 Some Concluding Observations About Actuarial Justice and More
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