Difference between revisions of "Predictive Modeling Algorithms"
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'''Predictive algorithms''' are a type of machine learning that are used to predict what is likely to happen in the future based on historical data. These algorithms can be used to analyze and make predictions on a wide range of data, including images, text and countless more. Predictive algorithms have played a vital role in many fields and have improved decision making processes by providing insights and predictions. Recent developments in data science has led to the idea that machine learning could be a potential tool that can be used for criminal justice. The use of AI aims to address issues of inequality between criminals and law enforcement by providing tools for improved crime prevention and control. However, it also has the potential to perpetuate pre-existing biases and errors which could potentially hinder the effectiveness of the justice system. | '''Predictive algorithms''' are a type of machine learning that are used to predict what is likely to happen in the future based on historical data. These algorithms can be used to analyze and make predictions on a wide range of data, including images, text and countless more. Predictive algorithms have played a vital role in many fields and have improved decision making processes by providing insights and predictions. Recent developments in data science has led to the idea that machine learning could be a potential tool that can be used for criminal justice. The use of AI aims to address issues of inequality between criminals and law enforcement by providing tools for improved crime prevention and control. However, it also has the potential to perpetuate pre-existing biases and errors which could potentially hinder the effectiveness of the justice system. | ||
| − | =Predictive Policing = | + | ===Predictive Policing === |
Revision as of 00:17, 27 January 2023
Predictive Algorithms in Criminal Justice
Introduction
Predictive algorithms are a type of machine learning that are used to predict what is likely to happen in the future based on historical data. These algorithms can be used to analyze and make predictions on a wide range of data, including images, text and countless more. Predictive algorithms have played a vital role in many fields and have improved decision making processes by providing insights and predictions. Recent developments in data science has led to the idea that machine learning could be a potential tool that can be used for criminal justice. The use of AI aims to address issues of inequality between criminals and law enforcement by providing tools for improved crime prevention and control. However, it also has the potential to perpetuate pre-existing biases and errors which could potentially hinder the effectiveness of the justice system.
