Machine Learning Risk Assessments in Criminal Justice Settings
This book puts in one place and in accessible form Richard Berk's most recent work on forecasts of re-offending by individuals already in criminal justice custody. Using machine learning statistical procedures trained on very large datasets, an explicit introduction of the relative costs of for...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2019.
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Έκδοση: | 1st ed. 2019. |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 1 Getting Started
- 2 Some Important Background Material
- 3 A Conceptual Introduction Classification and Forecasting
- 4 A More Formal Treatment of Classification and Forecasting
- 5 Tree-Based Forecasting Methods
- 6 Transparency, Accuracy and Fairness
- 7 Real Applications
- 8 Implementation
- 9 Some Concluding Observations About Actuarial Justice and More.