Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
aliasgharheidaricom authored Jun 7, 2024
1 parent e3f2a4e commit 07dd9f4
Showing 1 changed file with 11 additions and 11 deletions.
22 changes: 11 additions & 11 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -28,17 +28,17 @@ alt="MAFESE"/>
MAFESE (Metaheuristic Algorithms for FEature SElection) is the biggest python library for feature selection (FS)
problem using meta-heuristic algorithms.

* **Free software:** GNU General Public License (GPL) V3 license
* **Total Wrapper-based (Metaheuristic Algorithms)**: > 200 methods
* **Total Filter-based (Statistical-based)**: > 15 methods
* **Total Embedded-based (Tree and Lasso)**: > 10 methods
* **Total Unsupervised-based**: >= 4 methods
* **Total datasets**: >= 30 (47 classifications and 7 regressions)
* **Total performance metrics**: >= 61 (45 regressions and 16 classifications)
* **Total objective functions (as fitness functions)**: >= 61 (45 regressions and 16 classifications)
* **Documentation:** https://mafese.readthedocs.io/en/latest/
* **Python versions:** >= 3.7.x
* **Dependencies:** numpy, scipy, scikit-learn, pandas, mealpy, permetrics, plotly, kaleido
* **🆓 Free software:** GNU General Public License (GPL) V3 license
* **🔄 Total Wrapper-based (Metaheuristic Algorithms):** > 200 methods
* **📊 Total Filter-based (Statistical-based):** > 15 methods
* **🌳 Total Embedded-based (Tree and Lasso):** > 10 methods
* **🔍 Total Unsupervised-based:** 4 methods
* **📂 Total datasets:** 30 (47 classifications and 7 regressions)
* **📈 Total performance metrics:** 61 (45 regressions and 16 classifications)
* **⚙️ Total objective functions (as fitness functions):** 61 (45 regressions and 16 classifications)
* **📖 Documentation:** [https://mafese.readthedocs.io/en/latest/](https://mafese.readthedocs.io/en/latest/)
* **🐍 Python versions:** 3.7.x
* **📦 Dependencies:** `numpy`, `scipy`, `scikit-learn`, `pandas`, `mealpy`, `permetrics`, `plotly`, `kaleido`


# Installation
Expand Down

0 comments on commit 07dd9f4

Please sign in to comment.