Python Implementation of ID3, C4.5 & CART
Budget: $30 – $250 USD
I'm looking for a Python expert who can implement the ID3, C4.5, and CART decision tree algorithms from scratch. The main goal of this project is to conduct a comparative analysis of these algorithms for a research project.
Key Requirements:
- Implement ID3, C4.5 and CART algorithms from scratch in Python.
- Evaluate the accuracy and performance of each algorithm.
- Provide detailed documentation of the implementation process.
Ideal Skills:
- Proficient in Python programming.
- Strong understanding of decision tree algorithms.
- Experience in conducting algorithmic comparisons for research purposes.
- Ability to work with mixed datasets (both numeric and categorical).
Please note that the implementation should be robust enough to handle any dataset, with a focus on mixed (both numeric and categorical) datasets.
Key Requirements:
- Implement ID3, C4.5 and CART algorithms from scratch in Python.
- Evaluate the accuracy and performance of each algorithm.
- Provide detailed documentation of the implementation process.
Ideal Skills:
- Proficient in Python programming.
- Strong understanding of decision tree algorithms.
- Experience in conducting algorithmic comparisons for research purposes.
- Ability to work with mixed datasets (both numeric and categorical).
Please note that the implementation should be robust enough to handle any dataset, with a focus on mixed (both numeric and categorical) datasets.