Sentence examples for irrelevant variable from inspiring English sources

For all of the synthetic datasets wKIERA selected the correct relevant variables among the first top-ranked components of <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0001806.e008.PNG" class= inline-graphic"/> except for the LH dataset where one irrelevant variable was ranked before another relevant (Table 2).

However, we found that most patients (85.1%) had never used CAM prior to TBI, which made the item "had ever used CAM" an irrelevant variable.

However, all animals rapidly learned that the size of the food item was an irrelevant variable, and some showed an elementary conceptual understanding of support.

Decision trees also have the ability to discard irrelevant variables.

Model selection bias often derives from the selection of overly complex models, which include irrelevant variables.

Even with a far larger number of irrelevant variables, the Lasso beats the best PCR setting.

It is an important step that may be launched before classification to eliminate irrelevant variables.

In practical applications, the information about true and irrelevant variables is not available.

This paper explores this issue using an econometric modeling approach, considering irrelevant variables, multicollinearity, omitted variable bias, and endogeneity bias.

Thus, LOO-CV yielded models, which included not only a high percentage of true variables but also many irrelevant variables.

The fourth and fifth steps consist in eliminating redundant or irrelevant variables, using adapted techniques of discriminant analysis.