BBC text Classification

Tasks performed:

1. Imports
2. Reading Data
   • Reading Folders
   • Reading Files
3. Preprocessing
   • Remove duplicate data
   • Add type_id
4. Data Cleaning
   • Stopword
   • Lemmatization
   • Lower Case
   • Removing all numeric values
5. Feature Engineering
   • Adding Features
   • Selecting Features
   • Adding Custom Transformer
   • Pipelines
   • Training model
   • Prediction
   • Performance

Steps to run the Code:

1. Open Terminal

2. Clone the repo

    git clone https://github.com/kundanmail55/bbc-classification

3. Navigate to the repo

    cd bbc-classification

4. Install all the packages

    pip install -r requirements.txt

5. Run Command

    python3 bbc_classification.py