Trouble Faced by the LGBTQ Community and Prediction of the Suicidal Rate of LGBTQ Community using Support Vector Model

Lesbian, gay, bisexual, and transgender (LGBT) community refers to a broad group of organizations that are varied in respect to gender, sexuality, religion or ethnicity, and socio-economic status. Because of humiliation, racism, and harassment in society, young individuals who are identified as Lesbian, Gay, Bisexual, Transgender, Queer, Questioning, or Intersex (LGBTQI+) face unique challenges. This systematic review will look at qualitative studies with a focus on services for mental illnesses and the important support service policies and practices in order to better understand the challenges and issues that LGBTQ youth face. Four main themes emerged from studies are as follows: (1) Marginalization; (2) Isolation; (3) Depression; (4) Self-harm and Suicide. This detailed analysis of qualitative studies provides a lot of information to guide and assist the provision of remedies and policies that will solve the disparity in psychological health statistics for the LGBTIQQ youth group. To improve the psychological and mental health a predictive model is proposed that helps to predict the suicidal rate. Present study offers tons of information that may be used to guide the development of programmers and regulations that will narrow the statistical gap for psychological health for the group of young people who are identified as sexual and gender minorities. Statistical data represents challenges and problems faced by LGBTQ community.