Text Mining with TF-IDF & Cosine Similarity

A simple python repository for developing perceptron based text mining involving dataset linguistics preprocessing for text classification and extracting similar text for a given query.

Outcomes,

1. Perceptron training Confusion Matrix,

2. Perceptron training with L2-Regularization Confusion Matrix,

3. Top-5 'terms' having the most weights/ importance,

   term	weight
   sträuchern	50.0088
   addon	45.3869
   runtergestuft	44.283
   nachgereicht	42.9979
   sensation	40.7419

   Please check the results.csv for the complete term weights.

Dependencies

Install dependencies using:

pip3 install -r requirements.txt 

Contact

• email: [email protected]