Toxic Comments Classification NLP, The objective of Comment Classification Project is to build a model which is able to classify the user input text comment into different labels.
Dataset Understanding & Preprocessing: - Thoroughly understood and preprocessed the dataset, employing advanced techniques to ensure data quality and readiness for analysis.Model Development & Deployment:- Built highly accurate predictive models using advanced algorithms, culminating in the successful global & Local deployment of the final model, showcasing end-to-end proficiency in NLP project development.
using Streamlit, implementing Logistic Regression with class weight='balanced' to ensure robust toxic comment classification.