Sentence examples for uncertainty in the classification from inspiring English sources

Nonetheless, uncertainty in the classification suggests that the performance of some semi-analytical algorithms at retrieving chlorophyll is comparable with the empirical algorithms.

It recognizes that there is some degree of uncertainty in the classification by assigning each case a posterior probability of belonging to each class.

!Uncertainty in the classification of smoking.

Entropy is a measure of uncertainty in the classification, its values ranging from 0 to 1 [ 50].

Further studies are needed to reduce the uncertainty in the classification of the manner of death of all unnatural deaths.

Because only one OGTT was performed, there is some uncertainty in the classification of prediabetes and type 2 diabetes.

In this analysis, we further ran one-way and probabilistic sensitivity analyses (PSA) [ 21, 22] to account for potential biases related to uncertainties in the classification of 1) the smoking status, and 2) the socioeconomic disadvantage scores.

Unlike existing methods, our approach addresses the problem by means of a hypothesis test that is based on the distribution of the recorded ion counts, and thereby provides a statistically rigorous measure of the uncertainty involved in the classification problem.

Knowledge about areas where such uncertainty exists in the classification can make condition-onset flagging more reliable, and form the basis for better training of coders in recording this valuable information.

R(T) provided insight into the sources of the uncertainty in the statistical classification by revealing the loss in confidence due to the utilization of weak classifiers or heterogeneity in a given tumor type.

Overall, given the level of uncertainty in the actual classification of intermediate cases, we consider that these results reproduce the previous work at a level sufficient to support further investigations.