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Registries provide an opportunity for benchmarking, value-based purchasing, disease characterization, comparative effectiveness research, and stimulation for quality improvement efforts.
Rescaling the variables to set the benchmark values of z and λ to unity, the benchmark value of ρ must also be 1 (now, ρ is a deflator).
The predictions were judged by comparison to a set of benchmark values (these benchmark values were not available to the contestants until the close of the contest).
In the case of New Brunswick, the optimal parameter values are quite different from the benchmark values.
Hence, all these values coincide with their symmetric information benchmark values.
Fig. 4 NCIs calculated by DFT M06-2X (left) and DFT-GRNN (right) versus benchmark values.
Benchmark values for electrolyte constituent costs guide identification of design constraints.
The insets are the deviation (calculated-benchmark) distribution relative to the benchmark values in each calculation (training set: red; test set: blue) Fig. 5 NCIs calculated by DFT ωB97XD and DFT-GRNN versus benchmark values.
The insets are the deviation distribution relative to the benchmark values in each calculation (training set: red; test set: blue) Fig. 7 NCIs calculated by DFT PBE, PBE-D3 and DFT-GRNN versus benchmark values.
The insets are the deviation distribution relative to the benchmark values in each calculation (training set: red; test set: blue) Fig. 6 NCIs calculated by DFT B3LYP, B3LYP-D3 anDFT-GRNNNN versus benchmark values.
The insets are the deviation distribution relative to the benchmark values in each calculation (training set: red; test set: blue).
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