Method and device for predicting violation probability of suspect, computer equipment and storage medium

Abstract

The invention relates to a method and device for predicting the violation probability of a suspect, computer equipment and a storage medium. The method comprises the steps of obtaining to-be-predictedcriminal suspect data; inputting the to-be-predicted criminal suspect data into the prediction model for probability prediction to obtain a violation probability; outputting the violation probability, wherein the prediction model is obtained by training a machine learning model through criminal suspect data with a violation probability label, and the to-be-predicted criminal suspect data comprises address codes, special identity codes, identity codes, height, weight, foot length, risk levels, case handling link codes, facial form codes, body temperature, infectious disease type codes and legal document data. According to the method, the violation probability of the criminal suspects of the detention house can be predicted, the criminal suspects of the detention house with high violation probability are prompted, the risk of the detention house is reduced, and the safety coefficient of the detention house is improved.

Description

Technical field [0001] The invention relates to a risk control method, and more specifically to a method, a device, a computer equipment and a storage medium for predicting the probability of a suspect's violation. Background technique [0002] Detention centers are organs for detaining criminal suspects and defendants who have been arrested or detained for criminal purposes in accordance with the law. Criminals who have been sentenced to fixed-term imprisonment of less than one year or whose remaining sentence is less than one year inconvenient to be sent to labor reform sites for execution can also be supervised by detention centers. The main task of procuratorial organs stationed in the detention center is to supervise the law enforcement activities of the detention center. Today, advocating the rule of law and protecting human rights, how to ensure the lawful rights and interests of criminal suspects and defendants in custody and supervision, especially whether a series of m...

AI Technical Summary

Problems solved by technology

After criminal suspects are detained, due to the restriction of personal freedom and psychological changes such as anxiety and depression caused by the dual pressure of the environment and the law, most criminal suspects will have a certain degree of social danger, and some subjective maliciousness and personal danger are both This makes the suspect’s violation risk more and more complex and difficult to control. The traditional method is not only inefficient and laborious, but also has low accuracy and unscientific problems due to the manual method of predicting the probability of violation. question

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