I'm All Ears

By Kamarul Adha | Updated 2 months ago | Health and Fitness

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I'm All Ears API Documentation

Mental Disorders Identification API (Discontinued @28th November 2022 due to Heroku Free Tier)

  • This API allows you to detect potential mental disorders via text.
  • The API has been embedded with an ETL pipeline that is able to clean the data and run it by the AI model.
  • The AI model was trained on reddit data using semi-supervised learning approach.
  • The class labels were determined by a medical officer based on the keywords chosen by Latent Dirichlet Allocation that has been tuned.
  • Logistic Regression was used to develop the predictive model based on the labels created.
  • Enjoy!

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