Barcelona edge out Real Madrid, UCL heartbreak for Getafe - Stats Perform AI completes the season

By Chris Myson 7 April 2020 13
Barcelona edge out Real Madrid, UCL heartbreak for Getafe - Stats Perform AI completes the season

With most of the world still operating under lockdown conditions amid the coronavirus pandemic, most professional sport is on hold for the foreseeable future.

Given the outbreak occurred at a particularly inopportune moment for top-level football in Europe, the situation has bred uncertainty across most leagues – including Spain's LaLiga.

Competitions in Europe are facing the question of whether finishing the season, regardless of the impact it may have on future campaigns, should be the priority once normality returns.

The current focus does appear to be on concluding the 2019-20 campaign. However, even with Euro 2020 pushed back by 12 months, clubs and leagues are still having to work to tight schedules, with UEFA hoping seasons finish by the end of June.

While the discussion over how to complete the schedule continues, the Stats Perform AI team have crunched the numbers behind the scenes.

With all of the division's teams having completed 27 of 38 matches, their goal was to simulate how the rest of the season would pan out if the games were played now to produce a predicted 2019-20 table.

The title battle is between Barcelona and Real Madrid.

The statistical model estimates the probability of each match outcome – either a win, draw or loss – based on each team's attacking and defensive quality.

Those ratings are allocated based on four years' worth of comprehensive historic data points and results, with more weighting given to recent matches to account for improvements or declines in form and performance trends.

The AI simulation takes into account the quality of the opposition that a team scores or concedes goals against and rewards them accordingly.

All that data is used to simulate upcoming matches using goal predictions from the Poisson distribution – a detailed mathematical model – with the two teams' attacking and defending ratings used as inputs.

The outcome of the season is then simulated on 10,000 different occasions in order to generate the most accurate possible percentage chance of each team finishing in their ultimate league position.

Without further ado, let's have a good look at the results of the simulation with the predicted final league table.

Stats Perform has used AI to predict the remainder of the season in LaLiga.

BARCELONA CROWNED CHAMPIONS WITH 83 POINTS

The results in the statistical model see Barcelona crowned champions with a final total of just 83 points.

With 11 games to play, they presently lead rivals Real Madrid by two points, a gap that is predicted to have increased to four by the conclusion of the campaign, giving Quique Setien a first league crown.

Such have been the struggles of the big two this season, the final tally would be the lowest points recorded by a team to win the LaLiga since Fabio Capello's Madrid.

That team defeated Barca by virtue of their superior head-to-head record in a dramatic finish to the 2006-07 campaign, when the two sides accumulated 76 points.

It also suggests the chasing pack missed a rare opportunity to strike on a down year for both Clasico rivals, which will frustrate 2014 champions Atletico Madrid, who spent big on Joao Felix.

REAL MADRID FALL FOUR POINTS SHORT

The likelihood of Barca winning the title is 70.1%, with Real Madrid's chances rated at 29.9%. No other team is in with a chance of topping the table, according to the model.

But Zinedine Zidane's men are unlikely to face a challenge for second place, meaning they at least improve on their third-place finish from the 2018-19 season.

That third spot is poised to be grabbed by Atletico, who have a projected final points total of 65 and a 41.6% chance of claiming the position.

Atletico's closest challengers for third are predicted to be Sevilla (who are given a 26.1% chance) and Getafe (16.8%), with just two points separating those three sides in the final reckoning.

Diego Simeone would be thrilled with third place given his side went into the coronavirus-enforced break down in sixth, with Real Sociedad (9.1%) and Valencia (5%) the other teams in the mix.

Atletico Madrid are predicted to finish in third position.

UCL HEARTBREAK FOR LA REAL & GETAFE AS SEVILLA CLINCH 4TH

Sociedad and Getafe go into the break dreaming of a Champions League place amid fine seasons, but they are the two teams who will be worst affected by Atletico's predicted surge.

As part of a thrilling finish in the race for the top four, they are set to suffer heartbreak as Atletico pass them and they fall agonisingly short of catching Sevilla, who went into the halt in action sitting third.

Sevilla are anticipated to finish with 64 points, just one behind Atletico and one ahead of Getafe. 

Sociedad are then a further two behind Getafe with 61 as they are forced to settle for sixth, with Valencia staying in seventh on 59.

The four teams scheduled to finish between fourth and seventh all have a greater than 10.7% chance of finishing fourth, with none greater than Sevilla's 28.5%, so one bounce of the ball in a key game could still make an enormous difference.

Villarreal are predicted to finish in their current position of eighth, though they are given a 1.3% probability of breaking the top four.

Athletic Bilbao pass Granada for ninth position as Real Betis and Levante narrowly miss out on a spot in the top half.

Osasuna drop from 11th to 13th, where they are predicted to finish one point above Deportivo Alaves.

ESPANYOL SUFFER THE DROP AFTER 26 YEARS IN TOP FLIGHT

Mallorca, Leganes and Espanyol are the current bottom three in LaLiga and all are forecast to suffer relegation.

Espanyol have been in the top flight since 1994 but they go into the break six points adrift of safety and the model predicts they will be unable to make a great escape.

They are forecasted to collect 13 points from their last 11 games, but that is not even enough to get them off the bottom of the standings, highlighting the scale of the task they have ahead of them.

Similarly, Mallorca (36 points) and Leganes (35) are not expected to pick up enough victories to secure survival.

That means Celta Vigo, presently just one point clear of the drop zone, are predicted to survive with a final tally of 40, giving them a four-point cushion.

Celta are credited with 14 points between now and the end of the season to finish just behind Eibar (15th) and Real Valladolid (16th).

That means they would avoid a return to the Segunda Division, which is where they started the last decade.

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Chris Myson

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