Crime Pattern Prediction Using Ml Algorithms

Abstract

Today the crimes are increasing rapidly that too in a high population countries. So we require automated application to detect crime and prevention. The system should stop crimes before it begins. As crimes are on the rise, preventive measures should be taken to stop the occurring of crimes. Finding frequent crimes and related correlation is tiresome and a high-effort task in the current crime sector. machine learning or AI, is an emerging technology to solve this problem. Previously effective unsupervised learning algorithms datasets for procedural crime training and frequent crimes and their relationships are identified [5]. Designed system created to reduce crime and applicable to crime sector. We build an application anywhere it is useful for criminal sectors to reduce crime. Currently, none of the applications in criminal activity and we use effective data science algorithms to predict crimes with better results. Keywords: Data Science, Machine Learning, Apriori Algorithm, Apriori TID Algorithm, Crime Types, Patterns