Intelligent System for Automatic Selection of Machine Learning Algorithms in the Social Sciences

This tool was developed within the SIMON project (Intelligent System for Automatic Selection of Machine Learning Algorithms in the Social Sciences), funded by the Croatian Science Foundation (HRZZ) and conducted at the Faculty of Organization and Informatics, University of Zagreb, within the LOUISE laboratory.

1
Load Dataset
2
Pick Target Column

Important: Select only a categorical target column. Using a continuous/numeric target (e.g. revenue, score) may result in extremely long processing times and a server disconnection.

3
Analysing

Starting analysis…

4
Recommendation

Python · scikit-learn

How to run this script

  1. Make sure Python is installed - get it at python.org if not.
  2. Install dependencies once by opening your terminal and running:
    pip install scikit-learn pandas
  3. Place the downloaded script.py in the same folder as your_dataset.csv, then run:
Windows (Command Prompt) python script.py
Mac / Linux (Terminal) python3 script.py

⚠ The dataset file must be in the same folder as the script, otherwise you will get a “file not found” error.