Sentence examples for importance estimation from inspiring English sources

A new packet importance estimation and update method based on the feedback ACK: We explore the interdependence among all the packets to indicate the importance of each packet.

Based on the definition of the importance metric, outlier detection can be performed through the estimation of distribution similarities by using the Kullback-Leibler Importance Estimation Procedure (KLIEP) as defined in Eq. 15 [38].

Third, we will describe how to calculate the statistic for variable importance estimation.

RFs also provide an importance estimation for the variables in the data set.

Variable importance estimation via the random forest algorithm from the caret R package (Kuhn et al., 2011) can be applied to find differing features in groups.

Additionally, without accessing to the internals of the decision tree and AdaBoost implementation, it would be impossible to implement our importance estimation calculation.

Specifically, these methods utilize training and test data in certain local neighbour region for importance estimations.

Estimation of infiltration rates is of paramount importance for estimation of effective rainfall, groundwater recharge, and designing of irrigation systems.

The scale of U VI) removal from aqueous solutions depends on their properties such as pH of solution, concentration of uranium U VI) complexing ligands, sorption phases, which are a kind of surface groups, number of sorption sites, etc. Knowledge of uranium removal mechanism is of significant importance in estimation of apatite effectiveness in immobilization of the contamination [9 11].

However, the latter is of more clinical importance for estimation of prognosis, surveillance and treatment decisions before patients develop liver cirrhosis [ 1].

Finally, previous data suggested that even a mild impairment of kidney function may lead to bone loss (25), underlying the importance of estimation of ClCr when evaluating patients for fracture risk.