A Machine Learning Approach to Comment Toxicity Classification

Understand

Now-a-days, derogatory comments are often made by one another, not only in offline environment but also immensely in online environments like social networking websites and online communities.

• So, an Identification combined with Prevention System in all social networking websites and applications, including all the communities, existing in the digital world is a necessity.
• In such a system, the Identification Block should identify any negative online behaviour and should signal the Prevention Block to take action accordingly.
• This study aims to analyse any piece of text and detecting different types of toxicity like obscenity, threats, insults and identity-based hatred.