AI robotic Kashef with right this moment’s World Cup 2022 predictions – Day 3 | Qatar World Cup 2022 Information

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Al Jazeera’s AI robotic has crunched the numbers and processed predictions for right this moment’s 4 fixtures.

Some people would say a soccer match is not possible to foretell with any nice certainty, however Kashef, our Synthetic Intelligence (AI) predictor, would disagree.

Kashef has been taking part in with historic knowledge and efficiency to foretell the outcomes of every sport all the way in which to the ultimate.

Listed below are Kashef’s predictions for right this moment’s matches:

Who: Argentina vs Saudi Arabia, Group C
The place: Lusail Stadium
When: Tuesday, November 22: 1pm (10:00GMT)

AI predictor

No shock that Kashef is backing Lionel Messi and his staff to beat the Inexperienced Falcons in right this moment’s first fixture.

Learn our match preview right here.

Who: Denmark vs Tunisia, Group D
The place: Schooling Metropolis Stadium
When: Tuesday, November 22: 4pm (13:00 GMT)

AI predictor

Kashef is siding with the Danish Dynamite on this one. Nonetheless, Tunisia nonetheless stands an virtually 50 % likelihood of selecting up no less than a degree.

Learn our match preview right here.

Who: Mexico vs Poland, Group C
The place: Stadium 974
When: Tuesday, November 22: 7pm (16:00 GMT)

AI predictor

Kashef believes Robert Lewandowski and his staff have extra likelihood of getting a draw than a win towards a robust Mexico facet.

Learn our match preview right here.

Who: France vs Australia, Group D
The place: Al Janoub Stadium
When: Tuesday, November 22: 10pm (19:00 GMT)

AI predictor

Kashef is backing the reigning world champions to win their first match towards the Socceroos. France beat Australia 2-1 on the World Cup 2018. Sadly, Kashef had not been born then, however he assures us he would have simply predicted a France win.

Learn our match preview right here.

How does our AI match predictor work?

Al Jazeera collected greater than 200 metrics measuring the efficiency historical past of the 32 groups competing at this 12 months’s World Cup.

These embrace the variety of wins, objectives scored, FIFA rankings and extra, from the matches performed greater than the previous century, totalling greater than 100,000 information.

We ran these via Google Cloud’s Vertex AI, which produces state-of-the-art fashions – adopting Google Mind – that use Environment friendly Neural Structure Search (ENAS) to seek out the perfect prediction mannequin. The information pipeline is constructed with GCP-BigQuery.

After each match, the mannequin might be rerun to foretell the end result of the following sport throughout to the ultimate.

Predicting match outcomes shouldn’t be straightforward. Exterior components like staff morale or participant health make an enormous distinction in how the sport goes.

Primarily based on our simulations for the 2014 and 2018 World Cup tournaments, Kashef is about 71 % correct, with an space beneath the curve (AUC) of some 67 %.



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