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Toxic-Comment-Classification

We are provided with a dataset consisting of social media comments and their manual classification into Toxic, Severe Toxic, Obscene, Threat, Insult, Identity hate and Non-Toxic. The task is to create multi-class toxic comment classifier using:

  1. Different vectorization approaches studied in class

  2. Using the avg-AUC (Area under the ROC) metric to measure the efficacy of different models

  3. Hyperparameter tune the models

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