Sentence examples for interpreted models from inspiring English sources

As with all modeling efforts, constructing these models requires a balance between simple, general, and easily interpreted models on the one hand, and more complex, specific, and predictive models on the other.

This ensures that modelling results represent biological phenomena in such a way that the (intrinsic interpreted) model can explain biological reality (cf. Figure 2).

Recent efforts are directed towards using variable selection to identify the best diagnostic features for obtaining a simple and easily interpreted model.

How should we interpret models and predictions as the basis for action?

An emerging class of algorithms were designed to address the challenge of learning from and interpreting models with large predictor sets by building sparse models in which only a small subset of predictors are used.

Detailed information on forage selection is a crucial first step in designing and interpreting models that predict large-scale distributional patterns of beaver.

The feature importance module enables researchers to interpret models in terms of feature importance.

This is not surprising and has to be kept in mind when using and interpreting models.

This project will analyze and track the transformation and development of Vulci into a city, then city-state, and finally into a Roman city, and serve to interpret models of urban transformation in the ancient world.

All mentioned tools, jActiveModules, KeyPathwayMiner and ExprEssence, are based on easy to interpret models that are computationally fast.

We did not interpret models with NO2 and NOx further because NO2 is a part of NOx.