Figure 1: Bayes-optimal classification error probability and Bayes discriminability index between two univariate histograms computed from their overlap area. Figure 2: Same computed from the overlap volume of two bivariate histograms. Figure 3: discriminability indices of two univariate normal distributions with unequal variances. The classification boundary is in black. Figure 4: discriminability indices of two bivariate normal distributions with unequal covariance matrices (ellipses are 1 sd error ellipses). Color-bar shows the relative contribution to the discriminability by each dimension. These are computed by numerical methods[1].
The sensitivity index or discriminability index or detectability index is a dimensionless statistic used in signal detection theory. A higher index indicates that the signal can be more readily detected.
^Das, Abhranil; Wilson S Geisler (2020). "Methods to integrate multinormals and compute classification measures". arXiv:2012.14331 [stat.ML].
The sensitivityindex or discriminability index or detectability index is a dimensionless statistic used in signal detection theory. A higher index indicates...
In medicine and statistics, sensitivity and specificity mathematically describe the accuracy of a test that reports the presence or absence of a medical...
the results. Each manufacturer assigns an ISI value (International SensitivityIndex) for any tissue factor they manufacture. The ISI value indicates how...
with low anxiety sensitivity is likely to identify these as harmless and attach no significance to them. The Anxiety SensitivityIndex attempts to assess...
Sensitivity analysis is the study of how the uncertainty in the output of a mathematical model or system (numerical or otherwise) can be divided and allocated...
remove oil from sea water. Environmental SensitivityIndexes (ESI) are tools used to create Environmental Sensitivity Maps (ESM). ESM's are pre-planning tools...
Disposition index (DI) is a measure for the loop gain of the insulin-glucose feedback control system. It is defined as the product of insulin sensitivity times...
The Thyrotroph Thyroid Hormone SensitivityIndex (abbreviated TTSI, also referred to as Thyrotroph T4 Resistance Index or TT4RI) is a calculated structure...
types of trials, numerical estimates of sensitivity can be obtained with statistics like the sensitivityindex d' and A', and response bias can be estimated...
Environmental sensitivity describes the ability of an individual to perceive and process information about their environment. It is a basic trait found...
The quantitative insulin sensitivity check index (QUICKI) is derived using the inverse of the sum of the logarithms of the fasting insulin and fasting...
output increases with the increasing value of another input. The sensitivityindex computed for the second-order effect of such two input variables is...
also be computed from sensitivity, specificity, and the prevalence of the condition: PPV = sensitivity × prevalence sensitivity × prevalence + ( 1 − specificity...
A diversity index is a quantitative measure that reflects how many different types (e.g. species) there are in a dataset (e.g. a community). More sophisticated...
(pronounced "a-prime"), or "c-statistic" ("concordance statistic"). the sensitivityindex d′ (pronounced "d-prime"), the distance between the mean of the distribution...
affects people who are non-obese and it also contributes to insulin sensitivity. Index of Central Obesity (ICO) is the ratio of waist circumference and height...
Body mass index (BMI) is a value derived from the mass (weight) and height of a person. The BMI is defined as the body mass divided by the square of the...
possible but should not be presumed. For such patients, the anxiety sensitivityindex may have better predictivity for anxiety disorders, while the Beck...
those who have greater sun sensitivity for medical reasons or from UV exposure in previous days. When the day's predicted UV index is within various numerical...
Film speed is the measure of a photographic film's sensitivity to light, determined by sensitometry and measured on various numerical scales, the most...
(2007). "Robust dimensions of anxiety sensitivity: Development and initial validation of the Anxiety SensitivityIndex-3". Psychological Assessment. 19 (2):...
gaps in the three components of the HDI" (Klasen 243). Distribution sensitivity means that the GDI takes into account not only the averaged or general...
they can detect anything with a refractive index different from the solvent, but they have low sensitivity. When light leaves one material and enters...
Antibiotic sensitivity testing or antibiotic susceptibility testing is the measurement of the susceptibility of bacteria to antibiotics. It is used because...
: 6 Estuarine wetlands are among the highest on the Environmental sensitivityIndex (ESI).: 6 Owing to past exploitation,[which?] the ecosystems of the...
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