TheBunnies / NLP-Examples

LogisticRegression vs. LSTM Bidirectional RNN

LogisticRegression vs. LSTM Bidirectional RNN (Sentiment Analysis)

The project contains:

• DataCleaner.ipynb (cleans spam.csv data)
• LogisticRegression.ipynb (lr implementation of sentiment analysis)
• RNN.ipynb (RNN implementation of sentiment analysis)

Two alghoritms gives pretty much the same result of ~97% accuracy for SMS spam dataset