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classification-report-analysis

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chonzadaniel / Racist-Detection-App

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This is a production-ready, end-to-end system developed to detect and classify racist tweets using advanced Natural Language Processing (NLP) techniques. Built on top of BERTweet (vinai/bertweet-base) and fine-tuned with a robust, k-fold cross-validation training pipeline, powered by streamlit UI!

python nlp machine-learning deep-learning text-classification transformers inference transfer-learning ai-ethics responsible-ai huggingface streamlit-webapp bertweet nlp-classification toxic-language-detection confusion-matrix-analysis interactive-applications class-imbalance-handling classification-report-analysis
  • Updated Jul 23, 2025
  • Python

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