Sentence examples for by the test set from inspiring English sources

The performance of the model was investigated by the test set and the average absolute error was 0.105 for the test set.

The predictive ability of these models was validated by the test set including 7 RAs, and the predicted IC50 values were in good agreement with the experimental IC50 values.

In this study, Four QSAR models (CoMFA, CoMSIA, topomerCoMFA, HQSAR) were successfully established based on a series of artemisinin derivatives with known bioactivity data, which show promising predictive ability validated by the test set.

The practical effect of the abridging parameter was studied by running the segmentation on 100 images provided by the "test set" of the Berkeley Segmentation Dataset and Benchmark (BSDS) [32] using various bandwidths and abridging parameters (see Sect. 4.4).

Automatic problem solver (APS), the software package used by GEP, is easy to control, and therefore, the evolutionary model can be tested by the test set.

Once the test set was completed, or if infants lost attention to the screen, the training set was presented once more followed by the test set.

By analyzing the test set by fold class (α, αβ and β) we see some support for this hypothesis.

As mentioned by Good et al. [47], the conclusion of a QSAR analysis can be profoundly altered by how the test set was derived.

We set the threshold number of correctly classified samples as 148; that is, we searched for the gene pairs by which the test set are classified with at most one error.

5) Once the network is trained, that is, after each gene has a score associated to the probability of being membrane, obtain the true labels (membrane or non-membrane) for each gene in test set by using the test set (from step 4) of GO Slim annotations.

By evaluating the test set against the gold standard, slight adjustments of how ITrix was configured were made, e.g. it is possible to set different weights to different resources, and turn on or off certain heuristics.