Sentence examples for categorization due to from inspiring English sources

However, neither of the models can reach the same level of performance when they are used for sentence-level categorization, due to their relative low performances on neutral class.

In the NHIS data, we match the BRFSS income categorizations, but due to differences in income reporting between the NHIS and the BRFSS we add two other dummy variables: one variable for individuals who report their annual household income as less than $20,000, and one variable for individuals who report their annual household income as greater than $20,000.

These same categories were provided in the original full database, but some of the categorizations were inaccurate (due to subjective factors) or incomplete (we classified all those originally marked as unknown).

The approach using categorical exposures had better estimations around the real values, but the measurement was coarse due to categorization.

In this way we can ensure that any differences between categorization and recognition are due to the underlying cognitive process and not to perceptual differences between the items used in the two tests.

However, the measurement of Model B was coarse due to categorization.

To avoid interpretation bias due to categorization, we collected and treated data on the basis of broad conceptual categories, as usual in qualitative methods [ 19, 20].

Note, again, that some information is lost due to categorization of covariates in the score chart (apparent AUC 0.78 versus 0.80).

First, there is potential for smoking group misclassification due to categorization of smoking status at baseline and 12-month follow-up.

A lower direct cost of BU in a previous Ghanaian study is due to categorization of food and miscellaneous costs as indirect cost as compared to this study [ 6].

This was mainly due to the categorization of the variables age and Pmax (Table 3, Additional file 1: Figure E2).