Sentence examples for certainty classification from inspiring English sources

We show that using phrase-level prosodic features centered around the phrases causing uncertainty, in addition to utterance-level prosodic features, improves our model's level of certainty classification.

However, comparisons cannot be deterministic if they are measuring ability because it is difficult to determine with certainty the classification of abilities as they are not necessarily fully observable.

Furthermore, the entropy of the five class model was 0.842, a good overall certainty in classification.

Specifically, better model fit was suggested by a lower Akaike information criterion (31); a lower Bayesian information criterion (32); a significant Lo-Mendell-Rubin likelihood ratio test, suggesting the more complex model (i.e., model with more groups) fits the data better than the model with fewer groups (33); and entropy, the estimate of certainty of classification (ranging from 0 to 1).

This confidence level determines the certainty of the classification result.

A higher confidence value implies a higher certainty of the classification result.

Figure 4 depicts an analysis of the classification certainty and uncertainty.

Then, order the classifiers according to their current classification certainty, such that h y1) ≥  h y2) ≥ ⋯ ≥  h y n ).

These values indicate that for any single individual his haplogroup can be established on basis of his neighbours with a classification certainty of 93.14%.

Thus the output layer's activation functions, softmax, act as the function h that maps the output of the classifier to values in the range [0,1] indicating classification certainty for either class.

Similarly, while the classification certainty (probability) varied between Latent Gold and SNOB in some datasets, this result should be interpreted with some caution and as a general guide only.