Prediction Model For Preventing Suicide Attempts Using Machine Learning

Suicide is that the act of inflicting damage to oneself with the intention of inflicting death. Suicides are often derived back to numerous reasons like depression, monetary standing, mental standing, legal status, encompassing conditions etc. Self-destructive tendency in folks could be a serious concern that isn't restricted to a selected state or country. The worldwide statistics show that suicide could be an important contributor to the world’s fatality rate. To boot, suicide is one in every of the twenty primary causes for death within the world. Thus it's necessary to prevent this menace by developing correct prediction systems supported offered information. Primarily the analysis of suicide information is finished to spot important attributes contributory towards suicide try and predict future such makes an attempt with important exactness. Here the person might specific their thoughts of committing suicide within the kind of fugitive thoughts, suicide arrange and role taking part in. this method is to seek out these dangerous intentions or behaviors before tragedy strikes. The scope of the project is to investigate the pattern of suicide cases and predict the causes of future suicides by exploitation machine learning algorithms.