Thank you for appreciation and I hope it helps you more in your further research, as I have started the series on developing a regular Algo to hyper optimizing it and then improving the algo using various ML models and techniques, if you can follow back to previous posts on these series of articles.
in this, we have done hyper optimization of the algo and found out those values gave best results after optimizing, we continued to use them as per the results we got from previous hyperopt testing.
Please go through the link to understand how hyper-optimization has been done on the algo.
Thanks & Regards,
Puranam Pradeep Picasso Sharma