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tweets-sentiment-analysis

Covid-19 Text classification

Models Accuracy

  • MultiNomialNB TF-IDF: 0.387809
  • RidgeClassifier TF-IDF: 0.532957
  • RidgeClassifier BOW: 0.535777
  • LogisticRegrission BOW: 0.579623
  • LinearSVC BOW: 0.588081
  • LinearSVC TF-IDF: 0.564359
  • LinearSVC BOW 2 classes: 0.864609
  • BI-LSTM 5 classes: 0.610900
  • BI-GRU 3 classes sigmoid: 0.821900
  • BI-GRU 3 classes softmax: 0.832800
  • BI-GRU 5 classes softmax: 0.722600

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