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The ICEEMDAN-PSO-SVR model was then individually constructed to forecast IMFs and the residual datasets and the final G forecasts were obtained by aggregating the IMF and residual forecasted series.
Figure 16 is about the distribution of module sizes for residual datasets, while Figure 17 shows the corresponding power laws.
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Hence, the Coeff plot may capture additional correlations between predictor and response variables in the residual dataset.
From the diagnostic plot of the factor relevance [ 55], we used 4 inferred factors and performed an eQTL scan on the residual dataset.
This limits false-positive gene identifications arising from underestimated residual variances for datasets with low levels of replication in each experimental treatment.
When count statistics are low in an imaging dataset, residual scatter counts may remain in regions of cold (i.e., no) activity, and the data supports this theory.
After performing these steps, a 4-dimensional residual time series dataset was set up for each subject in the standard MNI space.
Table 4 Evaluation of offline learning reconstruction Dataset Residual distance (r) Disagreement r ( S ̈ ) r Δ ( S ̈ ) Δ CinC 2010(multi parameter) 1.00 0.03 0.14 0.05 MIT-BIH (two-channel) 1.01 0.40 0.1.01.02.
Finally, although we had fully adjusted for all known risk factors for cancer death available in the dataset, residual confounding by other unmeasured socioeconomic and epidemiological factors such as physical activity and ultraviolet exposure may be present.
As a result the greater drops in HbA1c in two of the comparisons may simply have been due to higher starting levels or to residual confounders in the datasets.
From Fig. 11, it can be seen that the ANFIS-GA method with 2 × SD of 0.134 has the lowest residual in the test dataset.
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