NLP: Text-Classification Tutorial
The relative concept and step-by-step tutorial can be available here.
Amazon Dataset
We take the Clothing, Shoes and Jewelry dataset for demonstration, and you can choose any dataset for practice.
Environment
python 3.5.6
macOS 10.13.6
Command for converting json to csv
python3 convert_json_to_csv.py --json=json_file_name.json --csv=csv_file_name.csv
Command for training & testing model
python3 text_classification.py --dataset=file_name.csv
Requirements.txt
pandas==0.23.4
scikit-learn==0.19.2
Command for install
pip3 install -r requirements.txt