Source link : https://motorsports-news.org/2025/04/26/formula-1/followers-are-utilizing-ai-to-foretell-f1-race-outcomes-and-the-software-program-is-barely-getting-smarter/
Forward of a grand prix weekend, most of us prefer to share predictions or try to guess who will come out on prime on a Sunday. Knowledge scientist Mariana Antaya took these chats one stage additional and constructed a machine studying mannequin to try to predict F1 race outcomes. To date, her mannequin has appropriately known as the winners of three grands prix this season.
“I am a very large Components 1 fan,” says Antaya when talking with Motorsport.com. “Machine studying and all these algorithms are actually extensively utilized in Components 1 by the groups. I do not assume as many individuals know, however the race engineers are utilizing this for his or her technique in actual time.
“So, I wished to attempt to predict the winner as a enjoyable train, simply to see, like, how good we will get with the info that is accessible.”
To do that, Antaya began constructing a mannequin of her personal. Armed with lap instances from final yr’s Australian Grand Prix, which was sourced from the FastF1 API knowledge retailer, Antaya set about evaluating the 2024 race outcome with qualifying performances in 2025.
As soon as the rookies have been faraway from this system, which Antaya admits is the one issue she “interfered with” as there was no knowledge to benchmark towards, she started coaching her mannequin. Utilizing a gradient boosting device, Antaya predicted the lap instances for the race in Albert Park, and her program appropriately picked Lando Norris…
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Author : Motorsports
Publish date : 2025-04-26 08:57:00
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