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Mental health Prediction and Diagnosis
Fight the war within to survive outside
Created on 13th February 2022
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Mental health Prediction and Diagnosis
Fight the war within to survive outside
The problem Mental health Prediction and Diagnosis solves
This web app can be used for diagnosis specifically for employees or managers in the tech industry or employees in companies in general. This project carries out a survey based on work-life factors and uses a logistic regression model to predict whether a user has chances of getting depression
Challenges we ran into
Designing a machine learning model for the dataset as it was our first time in this field, we overcame it by learning a new model called Logistic regression to improve the accuracy of our output for diagnosis and choosing a simple yet good data set for our model, we eventually decided on a dataset more focused to tech-industry or work-oriented
Discussion
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