Naive Bayes and SGD classifier

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• Published Subscription Review Article 10 Sep 2025

  Gradient Boosted Regression Tree Approach to Predicting Toxic Interactions on X and YouTube

  By Senthil P., Aniruthya A., Harini S., Rahaswedha K.

  Abstract: In the digital age, social media platforms play a vital role in facilitating user engagement, encompassing both positive interactions and avenues for negative, often harmful behaviors. Recognizing and addressing toxic exchanges is paramount to nurturing healthy online communities and preserving users’ well-being. This study introduces a novel method for identifying toxic interactions by utilizing Gradient Boosting Regression Trees (GBRT) algorithm, a machine learning approach renowned for its exceptional accuracy and …

  Published in Trends in Opto-electro & Optical Communication · Vol. 15, Issue 3, 2025 · pp. 7–14 Read article →