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In order to build a balanced test data set, we chose up to 100 sequences from each species.
The applicability and performance of the proposed controller is justified on a simple system as well as on a 12-bus balanced test distribution system and the CIGRE low voltage test distribution network under different grid events.
The Smarter Balanced test was developed with assistance from a $185-million 185-million federal
Another notable characteristic feature of the dataset is the 50% precision at 100% recall (see Figure 4), which implies a perfectly balanced test data set.
The rest of the positive examples and an equal number of the remaining negative examples were used to create a balanced test set.
Certainly, a more balanced test set would allow for more detailed investigations, but the occurrence of 307 and 197 disordered residues respectively in such subsets is enough for such a conclusion.
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In the criminal courts, where advocacy is key, a just outcome is made more likely when equality in the talent of both defence and prosecution leads to balanced testing of the evidence.
This model included markers from Factor V and Factor VII with a balanced testing accuracy of 61.58% and a cross validation consistency of 10.
This correlation provides an interpretation of genetic meaning for interactions detected by GMDR and MDR, and probably is applicable to interactions detected by other nonparametric statistics, such as balanced testing accuracy [43].
In addition, using only the most significant variables is shown to result in a more balanced testing-training performance.
A tenfold cross-validation was used to estimate the balanced testing accuracy (TA) and cross-validation consistency (CVC) of MDR models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com