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class-imbalance-handling

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Language: Python
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krisssix / BankruptcyPrediction

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Predicting company bankruptcy using various machine learning models. The dataset is sourced from Kaggle: Company Bankruptcy Prediction.

python machine-learning svm cross-validation ml feature-selection dataset xgboost data-analysis logistic-regression support-vector-machine feature-scaling k-nn outlier-removal smote random-forest-classifier k-nearest-neighbors catboost data-splitting class-imbalance-handling
  • Updated Aug 7, 2024
  • Python

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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