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While designing the novel discriminant function, we analyzed the underlying relationship between the characteristics of data and accuracy of decision stump classifier.
It exhibits the underlying relationship between the MDCT coefficients and the parameters of the sinusoidal signal.
This large reduction of irrelevant variables minimizes the computational/time cost, improves the predictive power of model and provides a better understanding of the underlying relationship between the property of interest and the relevant features.
Although the data are discontinuous, the underlying relationship between the growth rate and the temperature (t) can be described by a mathematical function, such as high-order polynomials, that is biologically meaningful or statistically justifiable [10].
In summary, BRT gives two crucial pieces of information, namely the underlying relationship between the response and each predictor, and the strongest statistical predictor (among the simultaneously tested predictors) of the response in question.
However, by fitting a simple probabilistic model of both dhfr triple and dhps double mutations, which better represents the underlying relationship between the mutations and protective efficacy, we were able to obtain a reasonable fit to the data and thus demonstrate a strong relationship between the level of resistance mutations (notably dhfr triple mutation) and protective efficacy.
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However, in our humble opinion the underlying relationship between these terms and the notion of "fitness landscape" merits further attention as it may be not just metaphoric.
Therefore plotting these residuals against egg size reveals the underlying relationship between this variable (egg size) and the hazard rate (mortality).
The underlying relationship between these two kinds of screws is thus revealed.
We thus performed ChIP experiments to further elucidate the underlying relationship between these genes.
In a properly specified statistical model, it is possible to control for other factors in a way which allows the underlying relationship between these variables to be identified.
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Justyna Jupowicz-Kozak
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