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For example, simulation data collected through experimentation can inform the design of specific features.
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Climate model simulation data.
All methods were applied to the complete, hard imputation, and dosage imputation versions of each simulated dataset; resample-based methods (i.e., all except single-locus regression), which were set to use subsamples, were also applied to the multiple imputation set. Figure 3 plots SNP location against SNP-score for each method in an example simulation applied to complete data.
In this paper, we give a cycle ASTD of circadian rhythm of Drosophila from the simulation data as an example.
Adding the simulation data provided more examples for all activity classes and increased the exposure to variability in the training data.
Systematic analysis of the simulation data revealed several examples of intramolecular bridging water molecules playing an important role in the stabilization of specific amylopectin conformations.
Graphs for the dynamic display of simulation data were created and an example simulation illustrates the use of the program.
I also ran experiments to understand the relationship of compression performance and underlying physical behavior of the simulation, for example, by analyzing the information entropy of MD simulation data in correlation with different physical parameters.
For example, simulation has shown that tests for heterogeneity have very low power in sparse data situations [ 191, 192].
The simulation data were used only for improving training of the model (by providing an additional 318 training examples) and not for evaluation of algorithm accuracy, such that the evaluation remains based only on patient data.
D.D.S. performed the coarse-grained simulations and analyzed both the experimental and simulation data.
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