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Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study
The case study is based on the Distress Analysis Interview Corpus - Wizard-of-Oz (DAIC-WOZ) dataset, which is designed to support the diagnosis of mental disorders such as depression, anxiety, and PTSD.
Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review
Data scientists often develop machine learning models to solve a variety of problems in the industry and academy but not without facing several challenges in terms of Model Development.
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