How to Keep the Odds in Your Favor in European Roulette?

I've been running an experiment on European Roulette, mostly focusing on playing the numbers statistically favorable in the long run, and I’ve noticed some trends. I prefer European over American purely due to that single-zero advantage—less house edge, after all. But here’s what I wonder: Is there an optimal timing factor? Like, would playing shorter sessions but more frequently help keep the balance tilted in my favor? I've stuck with my usual system, but it feels like the game dynamics shift subtly over time.
 
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