ima-preparation/god-2022/README.md

IMA - God classes project

Xerces2

• Download: https://dlcdn.apache.org//xerces/j/source/Xerces-J-src.2.12.2.zip
• extract and rename folder to xerces2

Running

Part 3: clustering and silhouette metric

To compute optimal k-means and agglomerative clusterings using silhouette validation for all classes run:

./silhouette.py --validate --autorun

To compute k-means or agglomerative clustering for a specific number of clusters K and a specific class KLASS run respectively:

./k_means.py KLASS K

./hierarchical.py KLASS K

Then, to check their silhouette metric run:

./silhouette.py

Install dependencies

# create venv
python -m venv env
source env/bin/activate

pip3 install -r requirements.txt