Comparison and analysis of Machine Learning Classification Techniques

A Jupyter Notebook that classifies Mobiles in 4 price ranges based on the device specifications

Find dataset Here

To use this, you’ll need following packages

• Python 2.x
• Jupyter
• Pandas
• Numpy
• Scikit-learn
• Matplotlib
• pydotplus

Or using pip, install all requirements by using following command

    pip install -r requirements.txt

To install Python:

First, check if you already have it installed or not.

python --version

If you don’t have python in your computer you can use the code below:

sudo apt-get update
sudo apt-get install python

To install packages via pip install:

pip install -r requirements.txt

If you haven’t installed pip, you can use the codes below in your terminal:

sudo apt-get update
sudo apt install python-pip

You should check and update your pip:

pip install --upgrade pip