Car Evaluation

Table of contents

1. Description
2. Screenshots
3. Steps taken in this Project
4. Installation and Usage

Description

An end to end machine learning project for evaluating acceptability of a car based on various features.

Screenshots

Steps taken in this Project

• Data collection
• EDA & visualization
• Model selection & building it
• Evaluation of the models
• Saving the models
• Application program for real time usage

Installation and Usage

• Requirements:
  • python >= 3.6
• git clone https://github.com/AI-14/car-evaluation.git - clones the repository
• cd car-evaluation
• py -m venv yourVenvName - creates a virtual environment
• yourVenvName\Scripts\activate.bat - activates the virtual environment
• pip install -r requirements.txt - installs all modules
• streamlit run src\main.py - runs the app