Sentence examples for difficulty of the classification from inspiring English sources
From the confidence measures, the built-in class probability estimates performed constantly best, irrespective of the difficulty of the classification problem.
The difficulty of the classification task is increased by an increasing number of classes, but including such decision rules could improve the rates obtainable.
Before turning to the problem of classifying unseen points, we propose a simple yet effective way to quantify the difficulty of the classification problem.
Figure 8 The perceptron's error rate vs the difficulty of the classification task and as a function of the parameters determining the learning rate.
That means that it depends on the level of difficulty of the classification problem (expressed as AUC ROC) and will be largest for intermediately difficult problems (range AUC ROC 0.7 0.9).
That means that the impact of the different AD measures depends on the level of difficulty of the classification problem (expressed as AUC ROC) and will be largest for classification problems with intermediate difficulty (range AUC ROC: 0.7 0.9).
To further illustrate the difficulty of the current classification task of intrafamily separation, a simple unsupervised classification scheme aimed at predicting the membrane-binding behavior of a domain based on the binding behavior of closely related homologs is fashioned.
These quality-control metrics are presented for each case in Additional file 2. To assess the relative difficulty of the three classification problems that we selected to study, we adopted an approach similar to that described in [ 18].
96 As for remarks about the difficulty of classification, the answer was 'first get your Causes and then see about classifying them'.
This case illustrates the difficulty of classification of the CTG…' (p. 1199).
Earlier, the lack of diagnostic protocols caused difficulty in the classification of specific stroke types, and in longitudinal analysis, early and late cerebral events may differ in diagnostic precision, as reflected by NPR diagnoses.
