Toxic-Comment_classification

  • Tech Stack: Python, Scikit-learn, NLTK, Pandas, NumPy, Matplotlib, Jupyter Notebook
  • Github URL: Project Link

Developed a machine learning model to classify toxic comments using Logistic Regression, Naïve Bayes, and Support Vector Machines (SVM).

The project involved data preprocessing, feature extraction (TF-IDF, CountVectorizer), and model evaluation using accuracy, precision, and recall metrics. Conducted comparative analysis to determine the best-performing algorithm.