Sentence examples for model's applicability from inspiring English sources

Two more aspects of machine learning algorithms which critically affect performances are the selection of specific descriptors that best correlate with the activity under study from the initial pool of descriptors and the definition (and application) of the model's applicability domain, namely, the region in material space in which the model is expected to give accurate predictions.

When reasoning about the decision model's applicability, one must also challenge the settings to which the decision model is applicable.

(3) Defining the "strip" as the model's applicability domain for test set predictions.

We integrate such processes, strengthening the model's applicability to non-incremental changes, and to landscape planning.

The findings can help generate the optimal system inputs and enhance the model's applicability.

The model's applicability domain was also defined, identifying chemical classes for which the model uncertainty was higher.

We demonstrate the model's broad applicability by illustrating different types of temporal permit validity.

It is also likely that other, unrelated biological results found by a previous version of the model [14] contribute to the model's biological applicability.

Further study is required to validate the model's general applicability to the broad spectrum of anti-estrogens in clinical use.

Stated another way: Is the sample within or outside the model's domain of applicability or what is the degree to which a test compound is within the model's domain of applicability.

Decisions made during model development will affect the model's 'domain of applicability'.