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Success rate was calculated using 100 training flood locations and prediction of accuracy, using remaining 43 flood locations which were not used during the model building.
To predict the accuracy of a GEBV based on an animal's mean relationship with the reference data set gave a poor prediction of accuracy.
It means that any prediction of accuracy made on the basis of a single reference dataset is likely to be supported by 72.4% of similar measurements made on the five other empirical reference datasets.
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Further, our calculations of accuracy were largely congruent with theoretical predictions of accuracy calculated using Felsenstein's [17] modification of formulas developed by Fu and Li [34].
In particular, prediction of inhibitors (accuracy = 47%) is lower than that of non-inhibitors (accuracy = 76%).
A promising avenue of further research is to extend the FC-based approach to allow tighter prediction of reconstruction accuracy of trees spanning more than four taxa.
Figure 11 b shows the CDF of prediction accuracy of the two models: for 80%% of the time, the prediction accuracy in TMM is lower than 80%%.
This demonstrates that prediction accuracy is greatly dependent on the scale of prediction, with accuracy of an individual plot being far poorer than accuracy at a regional scale.
With respect to predictions of choice accuracy, the optimal strategies diverge.
They allow estimation of prediction accuracy using subsets of data that have not been used to train the algorithms.
The longitudinal nature of this study allows determination of the prediction accuracy of our equation by best means.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com