Please refer some article / journal which has used Formula to calculate International Road Quality Index ?

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Hussain Nizam

Nafees Ahmad

Explore the following resources. These should give you a solid foundation for developing your machine learning model:

https://civilengineersstandard.com/wp-content/uploads/2019/02/E-1926.pdf
Article Development of a Relationship between Pavement Condition Ind...
Evaluation and Measurement of a quality index for existing roads: https://www.siiv.net/site/sites/default/files/Documenti/bari2005/153.pdf
JETIR Research Journal: https://www.jetir.org/papers/JETIR2311397.pdf

Thanks dear Hussain Nizam for your valuable. Allah bless you.