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We used NSL-KDD dataset to evaluate the performance of our EMFFS method and decision tree classifier using 10-fold cross-validation.
Polat and Gunes [43] classified EEG signals into epileptic and normal using fast Fourier transform (FFT -based Welch method and decision tree classiFFT -basedchieved a maximum classification accuracy of 98.72%, sensitivity of 99.4%, and specificity of 99.31%.
The R package 'randomForest' and 'rpart' was used to carry out the analysis of the Random Forest method and decision tree method, respectively.
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McChrystal is also unequivocal about America's need to secure the release of prisoners of war; however, he's dubious of the largely inexplicable method and decisions that resulted in Bergdahl's release.
It is thus necessary to develop methods and decision support systems to reconcile the order and book processes.
In another paper [18] from the abovementioned Forest Focus project, a combination of geostatistical methods and decision tree models was applied to map the C storage throughout North Rhine-Westphalia.
A number of machine learning approaches can be used to perform this comparison: statistical approaches such as hidden Markov models, neural networks, kernel methods, and decision trees.
The study of this project, with theoretical significance and using value, converting comprehensive assessment to ecological assessment, provides brand-new theory, methods and decision tools for the evaluation of major engineering projects.
During the last 20 years, there has been a strong methodological development of spatial conservation prioritization (SCP), which is a sub-discipline of conservation biology that uses computational methods and decision analysis in the allocation of protection or other conservation actions (Moilanen et al. 2009; Kukkala and Moilanen 2013).
There are several methods to treat optimization problems of this type, which are usually referred to as the elimination method, the state and decision variable method, the Jacobian method and the method of Lagrange multipliers.
Dionisio Marenco, Managua's Sandinista mayor and Ortega's longtime friend and loyal collaborator, has recently fallen from grace and become the object of Sandinista hostilities because he criticised Murillo's arbitrary methods and decisions.
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