Project to classify questions in set categories like "What", "When", "Why", "Affirmation" and "Unknown"
These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.
What things you need to install the software and how to install them
pip install -r requirements.txt
Clone the directory
git clone https://github.com/abhilash1994/abhilash_niki.git
run the main.py file in the diretory cloned
python main.py
- TF-IDF vectorizer
- Used a ngram of range 1-3.
- Standard tokenizer of NLTK used to tokenize words.
- 'min_df' = 0.001 after hyper parameter tuning.
- SVM Stochastic Gradient descent Classifier
This project is licensed under the MIT License - see the LICENSE.md file for details