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The cost simulation approach offers a simplified decision tool for fairly assessing construction cost and uncertainties based on the experienced judgment of project managers.
This experiment does not intend to directly compare quantitative performance since the actual knowledge extraction algorithm is a simplified decision tree for which we do not expect highly optimized performance compared to robust SVM and RF models.
For example, a decision guide for younger women utilizes a simplified decision tree of breast-cancer screening [ 66, 67].
By fragmenting the data, individual ideas offered by participants were considered and re-organized in a framework that simplified decision making processes and provided the foundation for the focused coding stage.
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Fig. 1 Simplified decision-making workflow for occurrence data quality assessment and control.
This suggested a simplified decision-making process for these cases: drugs were deemed equivalently efficacious and similarly priced.
Option B+ should improve coverage with antiretrovirals for PMTCT through simplified decisions for initiating ART, but will rely on strengthening access to CTC services.
The quality degradation is more critical when simplified mode decision methods are used in the encoder side to achieve low complexity encoding.
Hence, the simplified mode decision is not trapped in selecting small block size modes, resulting in better R-D performance as reported in this section below.
In the simplified mode decision (MD0 or MD4), which uses (2), R-D costs of different modes of a macroblock are calculated by accumulating all motion compensation R-D costs of all the corresponding sub-blocks.
It can be observed from Figure 12 that in the case of simplified mode decision (i.e., MD0 and MD4) using D1 instead of D0 reduces the computational overhead of the encoder by about 15%to35%5%.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com