hafizmrf3/HierarchicalClusteringApp

Hierarchical Clustering using Scikit-Learn

Hierarchical Clustering Desktop App

In this project, You'll need to install these python libraries in your V-Env :

• pip install pandas
• pip install numpy
• pip install matplotlib
• pip install tkinter

Running App:

I assume you've created a V-Env with Python 3.7, I named my V-Env as 'envhafizmrf3' and already to use)

1. Change SourceCode lines 25, 51, 78, 104, and 130 for the location of the Shopping_data.csv file to your directory. Ex: 'H:/TGS_CLUSTERING/Hierarchicalmethod/shopping_data.csv' to 'D:/TGS_CLUSTERING/Hierarchicalmethod/shopping_data.csv'
2. Open your terminal (CMD).
3. Go to directory 'D:/TGS_CLUSTERING/Hierarchicalmethod'
4. Enable the environment by typing the command 'envhafizmrf3\scripts\activate.bat'
5. Running the file by typing the command 'python menumetode.py'. The desktop application will run correctly.

Exit the Environment:

• Type 'deactivate' in your terminal.

1. Minimum Distance (Single Link)

2. Maximum Distance (Multi Link)

3. Mean Distance (Centroid)

4. Average Distance (Group Average)

5. Sum of Squares Error (Ward's Method)