Sentence examples for dominating predictor from inspiring English sources
Detailed analysis of the signature model revealed that p53 is the dominating predictor and that the risk for an individual patient can be equally well assessed by using p53 staining status alone as by using the entire signature (Fig 6D).
The model for type I endometrial tumours was able to split the patients into a high-risk group and a low-risk group based on staining patterns for p110α, P-AKT, ErbB2 and p53, with p53 again being the dominating predictor.
Moreover, when a few dominating predictors consistently perform better than their correlated competitors (for example, markers within the same LD block), they will tend to be selected in prediction models at the expense of those weaker competing predictors, some of which may provide information about local features of the data.
X2 (communication quality of the relationship) generally dominated all predictors and had the largest impact on perceived competitive advantages of Chinese apparel new ventures.
There is a major issue related to this approach: the omics score, fitted to the training data, tends to (strongly) overfit these data and to consequently dominate the clinical predictors.
The fact that we need to apply the shrinkage factor only to the regression coefficient of the omics score, moreover, is a clear signal of how much the omics score, inasmuch derived from high-dimensional data, dominates the clinical predictors.
37 As a result, dominance analysis is useful in health care decision making, since it considers all possible subset models in a pairwise fashion and provides one dominant and one dominated alternative, 38 allowing the predictors to be ranked from "most important" to "least important".
The malignancy risk predictor is dominated by proliferative genes and may represent proliferation more than risk of developing breast cancer.
This lack of interpretation is a problem because systems biology models are usually developed to help characterizing the dominating parts and structure of the system, and not only to obtain a black-box predictor.
I like dominating football.
