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Wilcoxon Rank Sum tests were used for the comparison of ordinal measures for binary outcomes.
Among a variety of different measures of distance or similarity that can be used for PCO analysis, the mean character difference was found to be comparable to several other genetic distance measures for binary data matrices and thus selected for use.
Common effect measures for binary outcomes include differences in proportions, risk ratios or ORs.
Here we will present the two commonly used distance/similarity measures for binary data: Jaccard and simple matching similarity measures.
Correlation-based distance and the Euclidean distances cluster six out of eight tissues correctly, despite small sample size, and distance measures for binary transformed expression values cluster four tissues, indicating some loss of signal due to discretization.
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The performance metric that is compared is the F-measure (for binary classification) and accuracy (for 3-class classification).
Isothermal vapor liquid equilibrium (VLE) and excess enthalpy (HE) data were measured for binary systems required for the design of reactive distillation processes for the methyl acetate production.
Similarity between a pair of users (or items) is calculated using a simplified version of the cosine measure for binary ratings [14, 15].
High-pressure vapor liquid equilibrium (VLE) data were measured for binary CO2 alcohol systems (e.g. methanol, ethanol, 2-methoxyethanol, and 2-ethoxyethanol) at various isotherms (313.15 345.15 K).
Cross-entropy measure (c-index) was used to assess the performance of the models, which is approximately the area under the receiver operator curve (ROC) and equivalent to log likelihood measure for binary outcome events.
The fundamental physical properties including density, viscosity, refractive index and relative permittivity, have been measured for binary mixtures of exo-tetrahydrodicyclopentadiene (JP-10) with four octane isomers (n-octane, 3-methylheptane, 2,4-dimethylhexane and 2,2,4-trimethylpentane) over the whole composition range at temperatures T = (293.15 to 313.15) K and pressure p = 0.1 MPa.
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