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For some problems, there exists a nonlinear classifier with zero classification error, but no such linear classifier.
Thanks to the Energy Performance Certificate influence on the real estate market, or thanks to the economic crisis, as it is some new buildings - the best - were built with Energy Class A or Nearly Zero classification.
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Five classification algorithms were utilized.
A benchmark on six classification problems is given.
The National Archives Information Security Oversight Officee reported 14.2 million classification actions for 2003 -- more than double the number recorded 10 years earlier.
In the U.S., buildings are generally rated on their sustainability using two classification methodologies the LEED and Energy Star Rating Systems.
Table 4 Overall Accuracy, Sensitivity, and Specificity of Six Classification Models Based On 10-Fold Cross-Validation.
The performance of McFIS is evaluated on four regression and eight classification problems.
What is more, we design three classification schemes by fully exploiting the synthesis linear classifier.
Three classification scenarios were devised using 4 and 9 class scenarios.
It finally proposes a common framework for reconciliation of the two classification approaches and quality assurance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com