Hello, I am looking for a suitable reference about relief algorithm for feature selection in the course of machine learning. Indeed, I want to write a Matlab code about relief algorithm and I would appreciate it if somebody introduces me a suitable reference.
Regards,
1.You can get some ideas about relief algorithm to write your code using followings:
https://ch.mathworks.com/help/stats/relieff.html?refresh=true
http://www.robots.ox.ac.uk/~davidc/pubs/CDT-B1-Lecture11-MondayWeek2-FeatureSelection1.pdf
2. You can also follow the link below:
https://machinelearningmastery.com/feature-selection-machine-learning-python/
3. Here is also a link which maybe useful:
https://www.mathworks.com/matlabcentral/mlc-downloads/downloads/submissions/54763/versions/5/previews/FSLib_v4.0_2016/methods/reliefF.m/index.html
Hi,
You can use these two references:
-This one explains the RReliefF Algorithm: "An Adaptation of Relief for Attribute Estimation in Regression, Robnik-Kononenko ,1995"
-This one compares Relief, ReliefF and RReliefF: "Theoretical and Empirical Analysis of ReliefF and RReliefF, Robnik-Kononenko, 2003"
Please do check available python libraries, they are better equipped and open source
https://github.com/EpistasisLab/scikit-rebate
Dear Mr Amiri, Mr Kardani, Ms Zebin thank you very much for your answers.
This is the first published paper related to your research topic:
Kira, K. and Rendell, L.A., 1992, July. The feature selection problem: Traditional methods and a new algorithm. In Aaai(Vol. 2, pp. 129-134).
Dear Sarah,
For matlab Code see the following link
http://en.pudn.com/Download/item/id/2695709.html
Dear Sarah,
I found this paper very useful. Hope it benefits you.
Article Relief-Based Feature Selection: Introduction and Review
Sarah Ghazanfari
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