Al Jazeera’s AI robotic Kashef has crunched the numbers and churned out some predictions for at present’s video games.
Kashef, our synthetic intelligence (AI) robotic, has been crunching the numbers to foretell the outcomes of every recreation, all the way in which to the finals.
For at present’s matches, Kashef has analysed greater than 200 metrics together with the variety of wins, targets scored, FIFA rankings and extra, from matches performed over the previous century.
With 42 matches accomplished, Kashef has a 67 % accuracy degree. After each match, Kashef reruns the mannequin to foretell the result of the following recreation right through to the ultimate.
Listed here are Kashef’s predictions:
Who: Japan vs Spain, Group E
The place: Khalifa Worldwide Stadium
When: Thursday, December 1, 10pm (19:00GMT)
Prediction: Japan haven't been simple to foretell thus far on this match. They unexpectedly beat Germany of their first match, however then misplaced to Costa Rica, whom everyone anticipated them to beat. They have to now win towards Spain to qualify for the final 16.
Nonetheless, Kashef doesn't anticipate one other shock at present and has backed Spain – seventh within the FIFA rankings to edge out Japan – who're ranked twenty fourth.
Who: Costa Rica vs Germany, Group E
The place: Al Bayt Stadium
When: Thursday, December 1, 10pm (19:00GMT)
Prediction: Germany and Costa Rica have performed each other solely as soon as earlier than, through the 2006 World Cup, with Germany taking the win 4-2.
The Germans are backside of the group having gained just one level from their two matches thus far, elevating the spectre of one other first-round exit following their early elimination in Russia 4 years in the past.
Kashef predicts the four-time champions (1954, 1974, 1990 and 2014) will convincingly beat Costa Rica and qualify for the following spherical.
Who's going to win the World Cup?
Predicting match outcomes just isn't simple. Exterior elements like crew morale or participant health make a giant distinction in how the sport goes.
See if you happen to can outsmart Kashef and predict at present’s winners by taking part in our AI recreation right here.
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