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Additionally, the use of other linear or nonlinear decomposition techniques, such as linear discriminant analysis or local linear embedding should be evaluated.
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But the use of other standardization approach such as linear instead of natural break (Jenks) can be improved for map comparison and accuracy assessment purposes.
Furthermore, accuracies of 69%and71%1% were obtained using two other linear classification algorithms, respectively, SVM and RF, and an inner/outer cross-validation protocol designed to prevent parameter and feature selection biases (Table 2).
In other words, in the presence of super-spreaders, i.e. highly infectious individuals, the use of a GL(M M or any other linear framework is likely to create bias.
These variants would also escape detection by linear regression or essentially any other linear method using the same amount of sample data.
Decomposition of microarray data using ICA has been shown to outperform other linear data representations, such as PCA [ 16- 19].
What is the end use of 20,000 linear feet of cedar or 80,000 linear feet of white oak?
The key concept of MFT, specifically the fundamental difference between MFT and other linear methods like minimum-norm and spatial filter methods, is the use of a non-linear algorithm that can identify activity in single trials [18], [41], [42].
They are also endowed with dynamical models of a transcriptional regulation, thanks to the use of non-linear differential equations and other approaches [ 42, 48, 49], and consider both transcription and translation processes in their dynamical models [ 48- 50] using a thermodynamic approach.
The other two methods make use of linear elastic fracture mechanics (LEFM): we call these the imaginary crack method (ICM) and finite fracture mechanics (FFM).
However, other linear time-frequency representations may be used instead.
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