mmaguero / textcat-josa Star 1 Code Issues Pull requests Train JOSA (Jopara Sentiment Analysis) corpus with traditional machine learning algorithms. sentiment-analysis text-classification support-vector-machines sequence-classification text-categorization guarani unbalanced-data low-resource-languages jopara complement-naive-bayes Updated Jul 31, 2025 Python
Abhrojyoti2001 / Email-Spam-Classifier Star 1 Code Issues Pull requests A spam email chacking system using the Complement-Naive-Bayes algorithm on SpamAssassin datasets naive-bayes-classifier pickle count-vectorizer streamlit labelencoder complement-naive-bayes Updated Jun 27, 2021 Jupyter Notebook
AshutoshPNagaonkar / NLP_Driven_ML_Models_Performance_Evaluation Star 0 Code Issues Pull requests Evaluation of various ML models for text using NLP driven approach for imbalanced data while balancing data using over and under sampling technique. sklearn plotly seaborn feature-extraction nltk logistic-regression matplotlib tf-idf feature-engineering nlp-machine-learning tokenization lemmatization vectorisation multinomial-naive-bayes imblearn text-preprocessing under-sampling over-sampling smote-sampling complement-naive-bayes Updated Nov 13, 2025 Jupyter Notebook