{"product_id":"forecasting-english-league-football-results-von-liam-o-donnell","title":"Forecasting English League Football Results","description":"\u003cp\u003eMany papers and articles have been written about  forecasting the outcome of sporting events, various  methods have been used, the predominant methods in  use are statistical, with a smaller proportion using  soft computing techniques (ie Neural Nets, Fuzzy  Logic, adaptive networks, and Genetic algorithms).   This book explores the creation of Fuzzy Inference  Systems to forecast English Football league outcomes  using Clustering techniques. It attempts to achieve  at least the results obtained by Statistical  techniques and Fuzzy Inference systems to date, both  of which achieved 64% forecast performance.  The training and test datasets were taken from 22  seasons of fixtures (1984 to 2005). A specific  genetic optimisation procedure called ¿radii  competition¿ is used to achieve the best forecast  performance. The data includes, 12 factors about each  team, including historical and current facts to build  a profile of each team. This profile enables the  program to set relative strengths.   The book succeeds in its goal by exceeding the  performance achieved by previous statistical and  fuzzy models by 10%, maximum forecast performance  achieved: 74.21%.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838357812\"\u003e\u003ch3\u003eA Fuzzy Inference System approach\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838357812","offer_id":39485477486685,"sku":"9783838357812","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/836c530e-cce9-4e7b-90d7-48b7fee1977f.jpg?v=1773209716","url":"https:\/\/shop.autorenwelt.de\/products\/forecasting-english-league-football-results-von-liam-o-donnell","provider":"Autorenwelt Shop","version":"1.0","type":"link"}