Sentiment Classifier NLP

Uses logistic regression to make per-word predictions and evaluates if a user query sentiment is positive or negative.

Warning

The model isn't good (heavy negative bias), don't use it, it's more of a test rather than a tool.

How to run

1. Clone the repository

   git clone https://github.com/l145dev/sentiment-classifier-nlp.git
   cd sentiment-classifier-nlp

2. Open the notebook in your favorite environment

Technologies

• Python
• sklearn
• Pandas

Potential improvements

• Improve model (open ended)

Contributing

Open to contributions, no guidelines, just be normal