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Considering the numbers of binding and non-binding residues in proteins are significantly unequal, two additional weights as well as SVM parameters are analyzed and adopted to maximize net prediction (NP, an average of sensitivity and specificity) accuracy.
It computes the weighted average of sensitivity and precision [40].
Since BCR provides an average of sensitivity and specificity, it gives a more precise picture of classifier effectiveness.
Balanced Classification Rate (BCR) is the average of sensitivity and specificity which may be defined as a measure to test classifiers ability to avoid false classification.
Average 2 is the usual average of sensitivity and PPV values of all sequences.
Using a dichotomous predictor, AUC will measure the average of sensitivity and specificity.
Similar(24)
The measured averages of sensitivity and spatial resolution varied depending on the overlap ratios of the proposed parallel-hole collimator and source-to-collimator distances.
The obtained statistical measures are encouraging with averages of sensitivity and specificity of respectively 77.3 and 99.1%, hence improving on the results of the less automatized "2-hop" solution.
The average values of sensitivity and false positive rate, and the average and median distance to the ligand are given in Table 2.
Optimised structure shows an average value of sensitivity as 386 nm/RIU over a range of refractive index of 1.0 and 1.5.
The ROC-AUC can be interpreted as the average value of sensitivity for all possible values of specificity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com