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Using this method, the baseline EROI is 159, which is higher than conventional energy and food production systems.
It is important to notice that, in the original paper, the evaluation method was random-partitioning and, based on the results presented in "Evaluation method", the baseline accuracy would be even lower when using the subject-wise cross-validation method.
However, with the -b ensemble learning method, the baseline DNN algorithm is slightly superior to other ELM-AE-based algorithms except B-MC-ELM-AE-TsEL-W on the clean, 20 and 10 dB SNR condition, while it dramatically degenerates on the 0 dB condition.
For the C1 method, the baseline window for μ t and σ t is days t - 7,..., t - 1 and for the C2 method, the baseline window is days t - 9,..., t - 3. The test statistic for the C3 method is S t + S t -1 + S t -2, where S t -1 and S t -2 are added if they do not exceed the threshold.
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MSEP is designed to achieve better performance than the naive method, the greedy method, and the baseline method in increasing the detection rate and reducing the patrol time of MDiag.
For comparison, each camera has been calibrated with the proposed method and the baseline method to the point cloud.
The difference between the weighted fitting method and the baseline method is statistically significant (p < 0.05).
Figure 5 shows the results of performance comparison between our method and the baseline method on the test set.
The first is to show overall experiment results by comparing our method to the baseline methods.
The classification accuracies along with Kappa coefficient for the simulated image based on our method, and the baseline methods are shown in Table 3.
The study methods, the baseline characteristics of the participants, and the HIV seroprevalence have been described in detail elsewhere (4 ).
Related(16)
method the basis
method the core
method the basal
method the ground
procedure the baseline
method the reference
method the background
method the essential
approaches the baseline
method the initial
method the fundamental
method the primary
method the underlying
approach the baseline
methods the baseline
method the basic
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