%0 Journal Article
%T Consumption of Licit and Illicit Substances leading to Mental Illness: A Prevalence Study
%A BijoyChhetri
%A LalitMohanGoyal
%A MamtaMittal
%A SandeepGurung
%J EDUL
%D 2020
%R 10.4108/eai.11-5-2020.164415
%X Background: A menace case of drug & narcotics abuse has been in prime focus of the society nowadays. Therefore, the need of technological intervention is primary concern to examine the prevalence, severity and outcome to the drug menace and its consequences. Objective: This study is to suffice clinical decisions through behaviour observatory data through preliminary screening of prevalence, correlation and severity of illness. Method: The model has been proposed to check for General Anxiety Disorder and Depression of a subject abusing any of the drug/marijuana/alcohol. In this model data set of Sikkim¡¯s youth has been considered to find relation of addiction leading to mental disorder. Result: This proposed system has been successful to associate any form of substance abuse to to some of illness to a limit of .83 accuracy scored by Support Vector Machine over the other machine learning models. The model has been deployed and being observed in few of the rehabilitation centre
%K Mental Illness
%K Depression
%K Anxiety
%K Machine Learning
%K Support Vector Machine
%K Feature Selection
%K Cross Sectional Study
%U https://eudl.eu/doi/10.4108/eai.11-5-2020.164415