Yet another Simple Outlier Detection
Prerequisites
- Install required packages
pythonpython-pip
Possible installation steps
Arch Linux (pacman)
$ pacman -S python python-pip
Arch Linux (yay)
$ yay -S python python-pip
Ubuntu (apt)
$ apt-get install python3 python3-pip
- Run
$ pip install -r requirements.txt - Launch
$ juypter notebook
- Download and extract data from https://www.kaggle.com/c/avazu-ctr-prediction
- Ensure that file
trainis stored in<notebook-path>/data/train
For the sake of convinience part of the data used in this example has been uploaded to the repository, although it's probably for the better (at least in a production environment) if it's loaded externally.
Data source (train, test) https://www.kaggle.com/c/avazu-ctr-prediction