Sentence examples for most discriminating variables from inspiring English sources

To identify the most discriminating variables in classifying performances according to these constraints.

All machine learning models identified soft drusen and age as the most discriminating variables in clinicians' decision pathways to diagnose AMD.

Ranking-PCA is a statistical method that can select and sort the most discriminating variables between groups of pathological and control samples (Robotti et al., 2011).

The most discriminating variables from Table 1 (social withdrawal, history of confusion, objective fever, oral candidiasis, coma, CD4 < 100/μl) gave the highest J scores (i.e., sensitivity + specificity - 1; data not shown) and are labeled in Figure 1.

PCA is exploited in Ranking-PCA (Marengo et al., 2010; Polati et al., 2012; Robotti et al., 2011) to select the most discriminating variables (i.e. candidate biomarkers) between two groups of samples (e.g. control vs. pathological) and sort them according to their decreasing discrimination ability.

Compared to the expert opinion algorithm, the recursive models had higher sensitivity but lower specificity; this occurred largely because the El-Serag algorithm defined screening as the absence of 28 diagnosis and colonoscopy procedure in the past 4 years, whereas recursive partitioning chose only the most discriminating variables.

For both ethnicities, similar binary logistic regression analyses based on late DI parameters demonstrated glucose disposal t60 210 as the most discriminating variable (data not shown).

Univariate analysis indicated that the oxygen delivery index (DO2I) was the most discriminating variable and it was, therefore, selected as the first step of the stepwise procedure.

The correct classification rate was 76.6% for I2. Figure 4 Plot of the most discriminating canonical variables (Root 1 against Root 2 canonical variables).

SF was the most discriminating gait variable (73% of patients and controls).

The most discriminating explanatory variable for Filipinas was ever having any pap or colorectal screening exam; 85% of women without either exam also did not have a mammogram within the past two years (node 1).