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Find most frequent class.
The purity of a cluster is the ratio of the most frequent class in that cluster.
The most frequent class candidate terms were then manually defined in the chemical ontology via SMARTS expressions.
The most frequent class in R52 has a frequency of 435 while the least frequent has only two instances in the dataset.
The habitat suitability is analyzed at different resolutions by coarsening the classes of the ecogeographical variables with two algorithms: (i) preserving the information of each class at the finer resolution (conservative algorithm); and (ii) considering the most frequent class (majority algorithm).
The table on the right shows a classifier that correctly discriminates the two diagnostic groups and incurs in only 10 errors over 90 examples in the most frequent class H. Open image in new window Fig. 1 Two simulated examples of confusion matrices, true class labels on the rows and predicted class labels on the columns.
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Nervous system drugs were also one of the most frequent classes of drugs prescribed in France in 2013 [36].
One of the most frequent classes of genes found to be mutated is the epigenetic regulators, providing a link between genetic alterations and epigenetic changes in cancer.
In this period, the most frequent classes of diseases were lysosomal storage disease, 1 8275; disorders of carbohydrate metabolism, 1 19,532; organic acidopathies, 1 21,422; and primary lactic acidemias, 1 27,106.
aThe five most frequent classes of drugs (when mentioned) are shown.
The most frequent classes of AEs were musculoskeletal disorders [7 (41.2%) subjects, 17 events] and injuries [seven (41.2%) subjects, nine events].
More suggestions(15)
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com