PREDICTION OF ENGLISH PREMIER LEAGUE TEAM FORMATION AND LINEUP USING ARTIFICIAL NEURAL NETWORK
Football is the most popular sport in the world. Most of the countries in the world play a football league competition where every football club competes against each other for the win and the team with the highest points wins the league. One of the most popular football leagues in the world is the...
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| Format: | Final Project |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/65253 |
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| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |
| Summary: | Football is the most popular sport in the world. Most of the countries in the world play a football league competition where every football club competes against each other for the win and the team with the highest points wins the league. One of the most popular football leagues in the world is the English Premier League. Currently, models of machine learning and deep learning have been developed, which are applied in various fields, including in football. In this final project, one of the algorithms in deep learning will be used, namely Artificial Neural Network, which will be applied to predict the formation and line-up of the English Premier League team. The output of the model is the best formation of a team when facing another team. From the resulting best formation, the line-up is made to face every team in the English Premier League for one season. The resulting model is quite able to give good predictions even though there are some weakness in it. |
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