Analysis of the Resolution of Crime Using Predictive Modeling

• 作者: Jiba N. Dahal Kenneth R. Goward Keshab R. Dahal Oluremi Abayami
• 来源期刊: 统计学期刊(英文)
• 学科: 经济
• 关键词: Machine Learning Classification Model Comparison Predictive Modeling Resolution of Crime
• 年，卷（期）: 2020,（3）
• 页码范围: 600-610
• 页数: 11页
• 分类号: F42

摘要

There has been evidence of crime in the US since colonization. In this article, we analyze the crime statistics of San Francisco and its resolution of crime recorded from January to September of the year 2018. We define resolution of crime as a target variable and study its relationship with other variables. We make several classification models to predict resolution of crime using several data mining techniques and suggest the best model for predicting resolution.