Sentence examples for attributes for prediction from inspiring English sources

Therefore, instead of using all the attributes, which would have led to overprediction, we chose four attributes for prediction of resistivity.

Hence, experiments with different values of this parameter allow us to study the aforementioned trade-off between statistical reliability and availability of relevant attributes for prediction.

There are three main tasks in the workflow of establishing a classification model using an SVM that could have the ability to predict miRNA target binding sites: 1) identify useful attributes (features) for prediction and encode them into a dataset; 2) learn an SVM classification model; and 3) evaluate its performance.

Still according to these authors [ 3], the hierarchical structure developed can emphasize the importance of the attributes used for prediction.

Besides this kind of classification model points out to the importance of the attributes used for prediction [ 10].

An analysis of the occurrence frequency of each attribute and its level in the C4.5 bagging trees identified the 10 most informative attributes for the prediction of 72-h total analgesic consumption (i.e., a continuous dose and PCA dose) and the prediction of PCA analgesic consumption only.

Extracting the most relevant of the attributes for best prediction performance.

As described before, some seismic attributes were chosen for prediction of spatial distribution of porosity.

The comparative assessment proposes that presence of well-gauged catchments in proximity with the ungauged catchment is more beneficial than catchments having resemblance between them in terms of physiographic attributes for continuous streamflow prediction.

Table 11 shows the top 10 informative attributes for PCA readjustment prediction.

Lateral variation of resistivity is shown along transect B B' (Fig. 8a), and a combination of four attributes is clearly optimal for prediction of ILD (Fig. 8b) having a correlation coefficient of 0.98 (Fig. 8c).