| Summary: | 碩士 === 國立東華大學 === 資訊管理碩士學位學程 === 105 === The American Basketball League (NBA) is the world's tallest basketball hall, has a large number of supporters around the world, and therefore the outcome of the NBA tournament is quite noticeable and welcome.
However, in the past race prediction research, tend to have over-emphasis on a single parameter, excessive heavy attack and other issues, resulting in the results are often underestimated team and defensive team, in the middle of the team's team is also no small difference. The overall accuracy of poor results and other results. This study uses the player efficiency value, the defensive efficiency value and the home field advantage as the predictive index of the NBA regular season results, and adjusts the weight ratio between the parameters with the genetic algorithm and the mobile window method to improve the frequent occurrence of the past research and Achieve better predictions by accuracy.
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