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fardinafdideh / Text-analytics

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Amazon product review sentiment analysis using Logistic Regression (LR), Support Vector Machine (SVM), and Naive Bayes (NB) multiclass as classifier models, Synthetic Minority Oversampling Technique (SMOTE) as feature oversampler, and TF-IDF vectorization as feature, Synthetic Minority Oversampling Technique (SMOTE) as oversampler, and k-fold CV.

svm naive-bayes nltk logistic-regression support-vector-machine smote lr linear-svm nb k-fold-cross-validation tf-idf-vectorization synthetic-minority-oversampling-technique
  • Updated Feb 28, 2023
  • Jupyter Notebook

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