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The F1 score is weighted by the class frequency to account for the data imbalance.
Table 2 Summary of manually-classified paragraphs Class Frequency of Occurrence Empty 117 Experimental 238 Non-experimental 445.
The assessment of class frequency in soil map legends is affected by uncertainty, especially at small scales where generalization is greater.
Projected recovery by commercial stems during 30 years after conventional logging represented 9.9 37.5% of initial densities and was highly dependent on initial logging intensity and size class frequency distributions of commercial trees.
Size class frequency distributions appeared unimodal at two high-density sites, but were essentially amodal or flat elsewhere; diameter increment patterns indicate that populations were multi- or all-aged.
The aim of this study was to test the hypothesis that data mining techniques provide better estimation of class frequency than traditional deterministic pedology in a national soil map.
Similar(31)
In certain Strand embodiments, class frequencies are maintained for each unique minhash key.
Class frequencies may be used to produce other Jaccard Index variations such as the Weighted Jaccard Similarity [26] shown above.
In We-MIML, we have assumed the class prior changes yet can be approximated by the class frequencies in a time window.
In the case of genes that do not yield a feasible region for either classifier direction, the training algorithm produces a zero-rule classifier that randomly produces class labels with frequencies equal to the training set class frequencies.
However, the combined probability for all homozygote class frequencies was not significant (P > 0.05).
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