Sentence examples for advantage of decision from inspiring English sources

Interpretability is a strong advantage of decision tree methods, particularly with the GBDT approach.

RPMF [28] adopted a random partition approach to group similar users and items by taking advantage of decision trees.

Another advantage of decision trees is the ease in which variables and their associated values can be interpreted.

An advantage of decision curves is the ability to identify the range of probabilities at which a model will be clinically relevant.

Again, these results do not outweigh the possible advantage of decision-making by knowledgeable local authorities.

The ability to decide cut-off points is one of the main advantages of decision tree-based methods [ 32].

The advantages of decision makers' collaboration at different levels of 'research conduction', 'researcher' and 'decision maker' have also been studied in the literature.

One of the advantages of decision analysis modeling is the ability to use sensitivity analysis to determine threshold values for critical input variables (e.g., age, risk of complications, cost) which influence the comparative effectiveness of each treatment option.

The key advantages of decision trees are the following: (i) they are simple and easily convertible into a set of rules; (ii) both numerical and categorical data can be classified (even if the output attribute must be categorical); (iii) there are no a priori assumptions about the nature of the features (e.g., qualitative, quantitative, ordinal data).

An active islanding detection method without destabilizing the system gives the advantage of accurate decision and the capability to keep the micro-grid energized while islanding occurs.

They were accompanied by a selection of other waders, all taking advantage of the decision to drain the pool to make it ideal for feeding.