How PSO can be used to optimize the parameter of RF(random forest) model in R?
Any effective material (blog, book, video) would be highly appreciable.
Please read :
https://ieeexplore.ieee.org/document/7813756
Article Hybrid binary PSO and random forests algorithm for network i...
Conference Paper A Hybrid Approach Based on Particle Swarm Optimization and R...
Conference Paper Binary PSO and Random Forests Algorithm for PROBE Attacks De...
I suggest you to follow: https://machinelearningmastery.com/tune-machine-learning-algorithms-in-r/
https://www.analyticsvidhya.com/blog/2015/06/tuning-random-forest-model/
https://arxiv.org/pdf/1904.06960.pdf
First decide your objective function and their parameters (or dependencies). After that you can apply any nature inspired algorithm.
thanks to all
Manish Kumar that's right, how to decide the objective function?, I mean what are the criteria to decide the objective function?
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