This repository aims to show simple development of machine learning project from end-to-end. The classification model uses the Rocchio Algorithm to predict the ticket category for citizen complaints, then the model is deployed in an interactive web application that displays the prediction results.
This repository consists of the following steps:
- 00_data
- 01_exploratory_data_analysis
- 02_text_preprocessing
- 03_feature_engineering
- 04_model_training
- 05_deployment
The main workflow of this repository can be seen in the image below:
HTML template: https://colorlib.com/wp/template/login-form-v15