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Each neuron has a numeric, continuous weight for each of the terms, as opposed to the discrete counts contained in the input vectors.
The Chado phenotype module does not distinguish between the two modes, and the phenotypic value is stored in the phenotype.value field as a character, whether the value is numeric continuous, ordinal or a string descriptor.
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It transforms a numeric or continuous attribute to a nominal or categorical attribute by replacing the raw values of a continuous attribute with non-overlapping interval labels (e.g., 0 5, 6 10, etc).. Different data mining algorithms are designed to handle different data types.
The Kolmogorov Smirnov test was used to assess the normality of distribution of numeric and continuous data.
Numeric features have continuous floating point numbers as values (e.g. LogP or molecular weight).
ICC is a measure of agreement between observers, adjusted for agreement due to chance alone used for comparison of continuous numeric data.
They also used a continuous numeric scale ranging from 0 to 100 with a slider, and thus overall they used nine different confidence scales.
An additive model was used for logistic regression where homozygotes for the major allele (1_1), heterozygotes (1_2) and homozygotes for the minor allele (2_2) were coded to a continuous numeric variable for the genotype as 0, 1 and 2 respectively.
However, this discussion is beyond the scope of this article, since we here constrain ourselves on continuous numeric feature values, like we get for spatial coordinates, velocities or accelerations of a moving animal.
This strategy does not change with the individual set of selected features as long as the feature values are continuous numeric values that are normalized to zero mean and standard deviation one in order to allow for the quantitative comparison of the individual feature values as it is done by the general purpose k-means clustering approach implemented as Lloyd's iteration.
Quantitative variables were registered as continuous numeric values.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com