How We Analyzed the COMPAS Recidivism Algorithm - ProPublica
May 23, 2016 · We set out to assess one of the commercial tools made by Northpointe, Inc. to discover the underlying accuracy of their …
May 23, 2016 · We set out to assess one of the commercial tools made by Northpointe, Inc. to discover the underlying accuracy of their …
We compared the recidivism risk categories predicted by the COMPAS tool to the actual recidivism rates of defendants in the two years …
How We Analyzed the COMPAS Recidivism Algorithm ProPublica File File Text Pages Notes Results Search
4.4. Analysis of Fairness We will now audit the COMPAS algorithm on data collected by ProPublica via the Freedom of Information Act. …
The study revealed that while the algorithm correctly predicted recidivism for both groups at similar rates, it misclassified white …
Nov 21, 2023 · In this article, I try to visualise the findings from ProPublica’s analysis [1] of the COMPAS recidivism algorithm, and …
Correctional Offender Management Profiling for Alternative Sanctions (COMPAS) - compas/How We Analyzed the COMPAS Recidivism …
How We Analyzed the COMPAS Recidivism Algorithm / Mattu Larson and Angwin Kirchner We set out to assess one of the commercial …
In the final assignment, stu-dents will analyze an infamous AI algorithm, called the Correctional Offender Management Profiling for …
Data and analysis for 'Machine Bias'. Contribute to propublica/compas-analysis development by creating an account on GitHub.
We set out to assess one of the commercial tools made by Northpointe, Inc. to discover the underlying accuracy of their recidivism algorithm and to test whether the algorithm was biased against ...
We compared the recidivism risk categories predicted by the COMPAS tool to the actual recidivism rates of defendants in the two years after they were scored, and found that the score correctly predicted an offender's recidivism 61 percent of the time, but was only correct in its…
We set out to assess one of the commercial tools made by Northpointe, Inc. to discover the underlying accuracy of their recidivism algorithm and to test whether the algorithm was biased against certain groups.
4.4. Analysis of Fairness We will now audit the COMPAS algorithm on data collected by ProPublica via the Freedom of Information Act. This dataset comes from pretrial detention hearings in Broward County, Florida, in 2013.
How We Analyzed the COMPAS Recidivism Algorithm ProPublica File File Text Pages Notes Results Search
ProPublica analyzed the COMPAS recidivism algorithm, finding significant racial bias in its predictions, with black defendants more likely to be misclassified as high risk compared to white defendants. The study revealed that while the algorithm correctly predicted recidivism for…
In this article, I try to visualise the findings from ProPublica's analysis [1] of the COMPAS recidivism algorithm, and responses to it that challenge ProPublica's claims. By visualising the ...
Correctional Offender Management Profiling for Alternative Sanctions (COMPAS) - compas/How We Analyzed the COMPAS Recidivism Algorithm — ProPublica.pdf at main · alvarofpinheiro/compas
How We Analyzed the COMPAS Recidivism Algorithm / Mattu Larson and Angwin Kirchner We set out to assess one of the commercial tools made by Northpointe, Inc. to discover the underlying accuracy of their recidivism algorithm and to test whether the algorithm was biased against cer…
Data and analysis for 'Machine Bias'. Contribute to propublica/compas-analysis development by creating an account on GitHub.