https://github.com/playwithalgos/decisiontreelearning

Playground with mushrooms for testing divide and conquer algorithm that learns decision trees.
https://github.com/playwithalgos/decisiontreelearning

decision-trees education mushroom-classification

Last synced: 4 months ago
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Playground with mushrooms for testing divide and conquer algorithm that learns decision trees.

• Host: GitHub
• URL: https://github.com/playwithalgos/decisiontreelearning
• Owner: playwithalgos
• License: gpl-3.0
• Created: 2023-07-08T13:45:19.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-11-14T11:53:59.000Z (over 1 year ago)
• Last Synced: 2025-01-16T05:29:34.461Z (6 months ago)
• Topics: decision-trees, education, mushroom-classification
• Language: HTML
• Homepage: https://playwithalgos.github.io/decisiontreelearning/
• Size: 29.3 KB
• Stars: 1
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Decision tree learning

## Current screenshot

![image](https://github.com/playwithalgos/decisiontreelearning/assets/43071857/608b7c79-4484-499d-b313-754e93294031)

## Features...

### ... of the tool

- Generate a random and interesting dataset of mushrooms

- Choose yourself the attribute to split on

- Compute the Gini and the entropy

- Displays how the dataset is split

### ...of the mushrooms

- dark

- bottom dark

- splotted

- sharp

## Old screenshot

![image](https://github.com/playwithalgos/decisiontreelearning/assets/43071857/94f5839c-c737-4620-b95e-7aa84926638c)

## Acknowledgement

The pictures of the mushrooms (in the current version, not the old one) are inspired from the mushroom in https://github.com/hfg-gmuend/openmoji