| _version_ | 1866901131856183296 |
|---|---|
| author | Pamarthi Abhi Ram, Mrs.B.Suneetha |
| author_facet | Pamarthi Abhi Ram, Mrs.B.Suneetha |
| contents | <p>There are more cases of depression affecting people nowadays compared to before. There are<br>people who realise their depression, but for some, it goes unknown. At the same time, individuals often<br>share their feelings and thoughts on social media platforms which acts as a virtual diary to them. Studies<br>done lately have attempted to recognise depression by applying machine learning to content produced by<br>users. Analysing these posts is used to determine if a person is experiencing depression. The proposed<br>research aims to spot depression in individuals by monitoring their X messages. Both Naïve Bayes and<br>NBTree will be used to classify the prepared data. Scientists found that both algorithms show roughly the<br>same high accuracy in detecting depression.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_15617606 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Depression Detection Using Machine Learning Technique on X Data Pamarthi Abhi Ram, Mrs.B.Suneetha <p>There are more cases of depression affecting people nowadays compared to before. There are<br>people who realise their depression, but for some, it goes unknown. At the same time, individuals often<br>share their feelings and thoughts on social media platforms which acts as a virtual diary to them. Studies<br>done lately have attempted to recognise depression by applying machine learning to content produced by<br>users. Analysing these posts is used to determine if a person is experiencing depression. The proposed<br>research aims to spot depression in individuals by monitoring their X messages. Both Naïve Bayes and<br>NBTree will be used to classify the prepared data. Scientists found that both algorithms show roughly the<br>same high accuracy in detecting depression.</p> |
| title | Depression Detection Using Machine Learning Technique on X Data |
| url | https://doi.org/10.5281/zenodo.15617606 |