Sentence examples for in case of classification from inspiring English sources
The presented prototype is based on a semi-continuous principle, where sediment is built up within the rotor while the liquid (which contains the fine fraction in case of classification) is discharged at the overflow weir.
Visually examining (Q SAR model validation results can aid in understanding the model itself as well as the modeled data, and can furthermore yield the following benefits: Data curation:It is important to inspect (groups of) misclassified compounds (in case of classification), or compounds with high prediction error (regression).
We observed that lower limits of accuracy CIs were decreased in case of classification by gene sets with less than ten genes.
However, correct classification rate is more homogeneous in case of signal classification.
It learns from a training dataset of annotated feature vectors, with labels as positive and negative (in case of binary classification).
In case of uncertainty, classification was achieved after reaching consensus within the research group.
Most text entries of the patients were equal or very similar in their wording, however, in case of uncertainty, classification was achieved after reaching consensus within the research group.
In case of fuzzy classification, much fewer groups (about six times less) were needed to describe the linear pattern of genetic trend of unknown parents, resulting in a higher precision of the genetic group solutions and explaining the lower prediction error variance of breeding values for this alternative.
The latter calculate either the probability for each class (classifier) or the final value (regressor) for each element in R. Classification In the case of classification, we extend the voting scheme, to perform probabilistic classification.
The predictions of the models are combined by voting (in the case of classification) or averaging (in the case of regression) in order to output a single final verdict that reflects the ensemble decision.
