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Tree learning algorithms do not require linear features or linear interactions between features.
Linear interactions between treatment and level of milk yield during the covariate period were detected for DMI and yields of milk, fat, protein, lactose, and 3.5% FCM; responses to SA were positively related to milk yield of cows.
The second term, β2, g, models the linear interactions between the inputs.
We did not assume linear interactions between risk factors and clinical outcomes since most biological processes are inherently non-linear and their interactions are obviously non-linear.
The proposed approach, in contrast to previous methods for the same purpose, allowed us to model complex dynamics in TFAs and nonlinear and linear interactions between TFs and target genes.
For local PCA analyses, we looked at the amount of total variance explained by the first 2 components within each stage group as a measure of internal structure and linear interactions between different variables.
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The coherence function actually measures the linear interaction between any two time series in the frequency domain.
The conventional Rankine approach only considers a linear interaction between elastic buckling and plastic squashing, and ignores the coupling interaction of these two failure modes.
In this paper, we clarified the linear interaction between the flow condition and plasma characteristics, and then optimized its operating condition.
The result is applied in a study of the linear interaction between the acoustic and the hydrodynamic field in a 2D T-junction, subject to grazing flow at Mach 0.1.
Based on the representation of the Cohen's class, the time-varying cross spectra at each time instant can be interpreted as the spectral representation of the local cross-correlation function, which measures the linear interaction between the underlying two time series at this time instant.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com