The phrase "a balanced test" is correct and usable in written English.
It can be used when referring to a test that is designed to fairly assess different aspects or components without bias.
Example: "To ensure accurate results, we need to conduct a balanced test that evaluates all variables equally."
Alternatives: "an equitable assessment" or "a fair evaluation".
In order to build a balanced test data set, we chose up to 100 sequences from each species.
The rest of the positive examples and an equal number of the remaining negative examples were used to create a balanced test set.
This is the optimal discriminant threshold since, in a balanced test set (equal numbers of positives and negatives), it indicates that genes exceeding the threshold have better than a 50% chance of being a true target in the training set [ 24].
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.
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.
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.
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.
In addition, using only the most significant variables is shown to result in a more balanced testing-training performance.
False discovery rates (FDR) were estimated according to a balanced permutation test with 500 repeats.
We also used plotroc.py to generate the ROC curve on a balanced independent test set and calculated the area under the curve.
A tenfold cross-validation was used to estimate the balanced testing accuracy (TA) and cross-validation consistency (CVC) of MDR models.
