AI-Powered Mental Health Diagnosis via NLP with Reddit Data

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The presentation, "Introduction to MindScope," offers an insightful overview of an innovative system leveraging NLP for early mental health detection, utilizing Reddit data. Key highlights include addressing data challenges such as class imbalances and biases, employing advanced preprocessing and feature engineering strategies like TF-IDF and BERT, and modeling techniques including Logistic and XGBoost. Evaluation of the project utilizes Macro F1 score, complemented by detailed architecture...