sanjanak2002/verzeo-minor-project-ai-

Contains solution for the toxic comments classification project

Verzeo-minor-project-AI-

Toxic Comments Classification

This project aims to classify toxic comments into different categories using machine learning techniques. The code is organized into separate modules to enhance readability and maintainability.

Files and Modules

• main.py: The main script to execute the preprocessing, feature engineering, and model training/prediction.
• preprocessing.py: Module containing the TextPreprocessor class for text cleaning and preprocessing.
• model.py: Module containing the ToxicCommentsModel class for feature engineering and model training/prediction.

Usage

1. Clone the repository:

   git clone https://github.com/sanjanak2002/Verzeo-minor-project-AI-.git
   cd Verzeo-minor-project-AI-

2. Install dependencies:

   pip install -r requirements.txt

3. Execute the main script:

   python main.py

Dependencies

• Python 3.x
• pandas
• scikit-learn
• numpy