TITLE:
Analysis of the Resolution of Crime Using Predictive Modeling
AUTHORS:
Keshab R. Dahal, Jiba N. Dahal, Kenneth R. Goward, Oluremi Abayami
KEYWORDS:
Machine Learning, Classification Model Comparison, Predictive Modeling, Resolution of Crime
JOURNAL NAME:
Open Journal of Statistics,
Vol.10 No.3,
June
30,
2020
ABSTRACT: 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.