Sentence examples for average specificity and from inspiring English sources
Results in terms of average accuracy, average sensitivity, average specificity and area under the receiver operating characteristic curve (AUC) indicate that the GP outperformed all the techniques with or without feature selection.
The overall correlation between average specificity and first one-star rank was −0.53 (Spearman rank correlation).
When FDR was controlled at 10%%, average specificity and sensitivity were 93%and95%95 %, respectively.
We find that the miRNA-centric measures outperform others in terms of the average specificity and functional homogeneity of the GO terms significantly enriched for each miRNA cluster.
We also propose a rank statistic for the purpose of systematic comparison in terms of the average specificity and functional homogeneity of the significantly enriched term for each GO category, Biological Process (BP), Molecular Functions (MF), and Cellular Components (CC).
For CHBMIT dataset, initial training of the classifier resulted in 96.3% average accuracy, 97.4% average specificity, and 93.5% average sensitivity for 3 Hz spike and wave which is a characteristic of absence seizure.
Average specificities and functional homogeneity index (or semantic similarity density) of the rank normalized term sets S θ(n) for each measure θ ∈ are computed for performance comparison.
The averaged Specificity and Precision parameters from multiple tests, together with their Standard Deviations, are presented in the figures.
As a classifier is trained on Data2 and tested on Data1, we obtained the average AUC of 0.855 and average specificity of 50.18%, 40.41%, and 12.33% at sensitivity equalling 90%, 95%, and 99% respectively ([Additional file 1: Supplementary Table S4, γ = 1]).
For all 3437 Pfam keywords the average specificity is 0.89 and the median is 0.93.
We achieved an average specificity of 0.91, 0.94 and 0.93 on hg_structal, 4state_reduced and ig_structal decoy sets, respectively, taken from the Decoys 'R' Us database.
