matlabfft原代码-kaggle-epilepsy:该系统在癫痫病癫痫预测中的Kaggle挑战中排名第四(https://www.kag

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Matlab fft原始代码ESAI-CEU-UCH解决癫痫预测挑战的解决方案 这项工作提出了由CEU Cardenal Herrera大学(ESAI-CEU-UCH)在Kaggle美国癫痫协会癫痫发作预测挑战赛中提出的解决方案。 提出的解决方案位于的第4位。 提出了不同种类的输入功能(不同的预处理流水线)和不同的统计模型。 这种多样性是为了改善模型组合结果。 重要的是要注意,任何提议的系统都使用测试仪进行校准。 竞争允许使用测试集进行此模型校准,但这样做会降低结果在现实世界中的可重复性。 依存关系 软件 该解决方案使用以下开源软件: 工具包v0.4.0。 它是使用Lua和C / C ++核心进行模式识别的工具包。 因为此工具是非常新的,所以已经在管道中编写了安装和配置。 v3.0.2。 对于统计计算,这是Kaggle竞赛中广泛使用的工具。 软件包R.matlab,MASS,fda.usc,fastICA,stringr和plyr是运行该解决方案所必需的。 v4.3.11,使用cp,mv,find,mktemp,sort和tr命令行工具。 该解决方案准备在具有Linux平台上运行,但可

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