Sentence examples for idiosyncrasies of the data from inspiring English sources

Since parameters are estimated for each species, it is possible to identify specific species whose diets and consumers are well-predicted by the model and ones that are not as well-predicted, and connect those to details of the biology or idiosyncrasies of the data set.

A decision tree that is too complex will likely reflect the idiosyncrasies of the data set used to create it, while a tree that is too simple may not fit any data set very well.

Consideration must be given to the type of data included and appropriate controls that take into account the idiosyncrasies of the data must be selected In recent years, there has been an unprecedented growth in both the volume and the type of experimental data available to researchers interested in elucidating the biological networks that underpin the functions of living cells.

Even so, and in spite of the idiosyncrasies of the data, the coefficient of determination for the Table  2 model was considerably beyond the 0.24-0.32 range obtained in previous regression models [ 5- 7] where different medical conditions had not been distinguished.

As this model is still in its infancy, we know little about how the results are affected by idiosyncrasies of the input data.

However, a lot of the β j's will be describing the 'noise' in D, i.e. unique idiosyncrasies of the specific data set, which do not generalize in the overall population.

A second conclusion is that the systematic components of the statistical outbreak detection models must be able to cope automatically with the idiosyncrasies of individual data series, notably seasonality and trends, without requiring intervention by the user.

We provide some design principles and considerations that can help achieve this, while taking into account the idiosyncrasies of proteomics data.

While several regression models have been suggested to address the idiosyncrasies of HRQL data in a cross-sectional design, research on longitudinal regression models is less well developed.

Moreover, while any one locus can provide a misleading estimate of population structure, our use of multiple loci and different analytical methods allowed us to estimate species limits while taking into account the idiosyncrasies of each data set.

Chomsky argued that a comparison of (i) the grammar that has to be acquired, and (ii) the idiosyncrasies of the acquisition process and the data presented to the language-learner, favors the Nativist approach.