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Figure 10 Performance comparison between the modeling method and proposed method.
Figure 11 Performance comparison between the modeling method and proposed method with varying delay thresholds.
Figure 13 Performance comparison between the modeling method and proposed method on realistic testbed.
The most important differences between the models are summarised in Table 3. Table 3 Main assumptions in and differences between the modelling methods Context Queue model CTM-v simulation Time dynamics Resolves only to the level of TIM phases, allowing different but constant arriving and capacity flows within each phase, with arrivals obtained by averaging 15-min profile values.
On technical implementation: There is still a substantial gap between the models and methods used in technology stack, and that used in mapping and elections.
The measures of correlation between the model-based methods and between the multiplicative dominant and MDR yielded r = 0.28 and r = 0.33 respectively.
We deliberately chose data generating processes that were small and simple in order to more easily see differences between the model selection methods.
There have been many reports about the relationship between target modeling methods and hit ratios (Bissantz et al 2003; Diller and Li 2003; McGovern and Shoichet 2003; DeWeese-Scott and Moult 2004; Oshiro et al 2004; Nicholls 2008; Sheridan 2008).
As the result of the above designs, different from most of the other non-wrapper based MIL classifiers, the wrapper algorithm can be combined with any traditional single-instance classifiers, which enables an unbiased comparison between our MIL-based TFBS modeling method with the traditional SIL based TFBS modeling method.
To investigate differences in gene expression profiles, we analyzed genes between both libraries using the IDEG6 modeling methods [ 51].
A reliable correlation also occurred between the reference tissue model (method E) and the simplified reference tissue model (method F) for the binding potential values.
