Sentence examples for transformation to avoid from inspiring English sources

Cluster analysis was applied on experimental data standardized through z-scale transformation to avoid misclassification due to wide differences in data dimensionality (Liu et al. 2003).

We use this transformation to avoid the dilemma that explaining the variable of gender is meaningless when the value of family economic conditions is fixed at 0. Below are the links to the authors' original submitted files for images.

A stewardship approach to conservation aims to prevent undesirable changes and prepares for adaptation to rapid and uncertain changes that cannot be avoided and for transformation to avoid or escape undesirable states.

But that sort of patient approach to shifting away from fossil fuels conflicts with the increasingly dire warnings from climate scientists who say the world economy requires an urgent transformation to avoid planetary catastrophe.

Only genera that contained both deep and shallow members were retained for further analysis, and each data point consisted of a shallow and deep size estimate for a different genus - in most cases, the mean of the log body sizes of all deep or shallow congeners (taking means after log transformation to avoid bias).

For variables including observed values of 0, a factor of 0.05 or 0.5 was added to all the values before transformation to avoid impossible mathematical operations.

In practice, we may apply a nonlinear transformation, such as the log-transformation, to avoid skewness, when it is appropriate say, when observations are positive.

The abstraction step, when performed for the 1yz transformations, is always done prior to the other two transformations to avoid spurious matches of a substring to a superficially similar GO or ChEBI term.

"There was a whole suite of sub-narratives: national security, clean energy future, diversification of energy, health, future generations … " But Fox acknowledges none of those reasons – although compelling – went far enough in justifying the need for sweeping transformation needed to avoid catastrophic climate change.

Marginal increases in biofuel production in the BioEnergy and Alg-Fuel scenarios do reduce carbon emissions, but do not represent the kind of transformation required to avoid 2 (,^{circ })C warming in part, because they do not reduce (and may increase) emissions from land use change.

Consequently, the transformation model is required to avoid transformation estimation errors.