in as much as the algorithm sounds credible mathematically, as you pointed out it is still not without huge flaws.
It doesn't make much sense trading for the specified time and go suucking witg a $2000 loss.
despite the almost unprdictable graph, the priceof other coins isn't the only factor determining it. if other factors are considered, i believe the accuracy would definitely improve