Sentence examples for estimation of importance from inspiring English sources

We chose not to apply a FDR estimation of the Im scores, because FDR estimation of importance scores derived by tree-based approaches usually overestimates the real FDR it can lead to an unreliable selection of a subset of variables [18].

Second, when making estimations of importance and changeability of cognitive and social determinants in Step 2, we could not find specific recommendations in the literature regarding adolescent smoking cessation.

We assumed that the cumulative importance of a reason for choice of hospital was proportional to the frequency it was quoted by the GPs, but this may not necessarily be the case: a comparison of two Dutch studies published recently may indicate that frequency of reporting may give results which differ from estimations of importance by way of a choice experiment [ 25, 44].

Local importances are rarely used and noisier than global importances, but a robust estimation of local importance values can be obtained by running the same classification several times [ 43] and for instance averaging the local importance scores.

The importance can be modelled with a linear estimation of the importance distribution (hat {w}) as given in Eq. 14.

The nature of that evidence was redacted from the ruling, but it may have related to accusations that Mr. Bensayah had contact with Abu Zubaydah, another Guantánamo detainee who was once portrayed as a senior member of Al Qaeda, although officials have since lowered their estimation of his importance.

In the DT algorithm, the estimation of feature importance is calculated from the feature usage based on information gain.

Descartes' estimation of the importance of ethics is expressed most clearly in the programmatic statement that prefaces the French translation of the Principles of Philosophy (1647).

Three equations were proposed and applied to the estimation of relative importance of each given factor from the weightings of connecting links in the trained artificial neural network of an error back-propagation model.

Second, an estimation of the importance of viscous effects on aerodynamic sound generation is given by which one can show that viscous effects have been overestimated in the past.

Furthermore, an estimation of the importance of the variables by use of the RF model suggested the RQA variables laminarity (LAM) and determinism (DET) played the most significant role with regard to identification of corrosion types.