Kweli Kubet ni kazi ngumu

Wasomi wamejipanga kiwango cha SGR. Mwendo artficial intelligence.

Abstract​

Artificial Neural Networks (ANNs) have throughout the years been used for several different purposes. Problems spanning from image classification to text generation have all been subject to ANNs.


In this report, ANNs were used in order to predict the outcomes of football matches. Using data from the football statistics web site www.whoscored.com, ANNs were constructed in order to predict the outcomes of matches from two successive seasons of the English Premier League. The predictions were then used to decide whether or not to place bets on the outcomes, in an effort to generate a profit.


Several ANNs were constructed, utilizing data sources from player ratings to team characteristics. The networks were trained using simple back-propagation training. The predictions were then used together with odds from seven international bookmakers, trying to generate a profit from betting. Different money management (betting) strategies were applied, in order to highlight the importance of choosing correct bet sizes.


The results show that simple assumptions may be enough to accurately predict the outcome of a football match. The results also show that ANNs can indeed beat bookmakers in their own game, and gain a profit from football betting.


The report ends with the author's thoughts on how to further improve the profitability of the presented models.
 
Ukibet inabidi ujiandae kisaikolojia kuna mwamba alijinyonga sababu alikosa 300M alafu timu ya mwisho ndo ilichana mkeka
Mwehu kweli huyo mwamba, anajinyonga kwa hela ambazo si zake? Au amejinyonga kwa mtaji aliyoweka kuliwa?
 
Kwa mkeka wake ulivyo, mpaka mechi za jana yupo vizuri.
Jana Juventus kanikosesha utamu,oneni wakuu hii ni correct score,
Kama una wazo au mtazamo unakaribishwa.
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Wakuu hivi wale wanaobet hua wanawezaje kua na utulivu wa akili? Maana hapa nimebet game 38 na mpaka sasa zimeshacheza game 26 na zote nimetoboa. Ila shida inakuja kwenye kusubiri matokeo sasa.... yaani akili haitulii kabisa moyo unaenda mbio hatari. Anyway ngoja niendelee kuisubiri 30M yangu kama mambo yakienda vizuri...

Kweli kamali ngumu mweeh!
Ngumu sana UTANIKUMBUKA
 
Mkuu wewe si uliweka 1-2 na matokeo ni 0-1? Hiyo ni away win lakini sio correct to your betting. Poe sana. Mimi Sligo Jana kaninyima hela ya K Vant!
Mkuu, hiyo ni correct score kwa maana unabashiri matokeo yatakuwaje baada ya mechi kuisha
 
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