Sentence examples for predicted instances from inspiring English sources

To evaluate the prediction performance, we use the overall accuracy (ACC), the percentage of correctly predicted instances and the average F1-score (F1), which is the harmonic mean of recall (REC) and precision (PRE), defined as follows: (6) (7) We think that the F1 is better suited than the ACC as an evaluation measure.

It indicates the performance of the classifier by showing the number of actual and predicted instances.

This is another important feature to take into consideration since the AD is only as explanatory as the ability of its molecular features to chemically distinguish mispredictions from correctly predicted instances.

The 22 significant hits obtained on average, translated into 1,426 predicted instances for O. sativa japonica which is in good agreement with the 1,892 hits obtained when the complete Oryza genome, was scanned using BlastN (Table 3).

The fact that correctly predicted instances show higher probability of being found near the training instances that are less biased and more precisely captured by the QSAR model demonstrates that, as theoretically expected, the reliability of a neighbourhood is inherited by its occupiers.

This can facilitate the understanding of the role of these predicted instances in determining the protein function inside the broader context of the cellular network where they arise.

Using training data, we trained it to obtain a model and the model will be used to predict instances with testing data set.

EWSs are really trying to predict instances of physiological deterioration.

Additionally, the use of a retrospective design does not necessarily allow for definitive conclusions about predicting instances of future driving problems.

Proteins derived from orthologous lepidopteran genes that were not identified within the initial Lep1 screen (see 2.1), but present within the blastx output were compared manually to predict instances of copy number variation within or between species.

A column in confusion matrix denotes the predicted class instances and a row represents the actual class instances.