Sentence examples for unbalanced test from inspiring English sources

Finally, the results of the proposed method on IEEE 123-bus unbalanced test system in comparison with another method based on interior point algorithm in both decentralized and centralized manner demonstrate the ability and efficiency of the proposed method for online control of smart grids voltage profile.

Given this vastly unbalanced test dataset, we focused our evaluations on false-positive rates, using optimal thresholds for each method.

Instead, we demonstrate the approach by simulating an unbalanced test set by repeatedly sub-sampling the dataset described in section N-back Task (2-back conlytionlynly).

For the proof-of-concept application we presented here, the adjusted classifier showed significant predictive value even in the most unbalanced test set.

The permutation test for the balanced accuracy on the unbalanced test datasets showed that both the adjusted and the non-adjusted classifiers exceeded chance level for F = 5, 10 and 20.

Further, without this adjustment the classifier was unable to produce above chance predictive value in any of the unbalanced test settings, despite achieving impressive sensitivity and specificity and a balanced accuracy significantly above chance.

The B2G simulation testbed in this paper is based on the experimental data obtained from an office building, PV panels, and battery packs integrated with a three-phase unbalanced distribution test feeder.

Tests conducted mainly included stable operation tests under sinusoidal temperature boundary condition and unbalanced heat load tests.

The ratio between catalytic and noncatalytic residues is not changed (unbalanced) for each test fold.

To ensure compatibility with Genesys while testing, unbalanced reactions are filtered out.

To deal with this unbalanced design, we tested for differences in stable isotopic signatures among ectoparasite species and host tissues (blood and feathers) by applying a linear mixed model (LMM) using the restricted maximum likelihood (REML) estimation method.