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The heating test on the test bench showed that the CPS can be heated efficiently by the heaters attached into the heat sink.
Classification accuracy θ test on the test samples is defined as the percentage of the correctly classified samples.
The average classification accuracy θ train on the training samples ranges from 0.994 up to 1 (Fig. 2b); and the average classification accuracy θ test on the test samples increase slightly from 0.966 to 0.972 (Fig. 2a).
Although we cannot run a significance test on the test set, since gold standard annotation was not provided, the report in (Kim et al., 2011a) strongly suggests that the 1.99% difference in F-Score between the results of +PR+FE (58.27%) and EM10 (56.28%) when applied to the test set is statistically significant.
Listen to Geoffrey Boycott's review of the third Test on the Test Match Special podcast.
Listen to Geoffrey Boycott and Jonathan Agnew review the second Test on the Test Match Special podcast.
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For the results of the test on the testbed, the high consuming nodes are located on average on 4 to 5 hops from the sink.
Here it was found that optimized deep neural nets achieved statistically better performance, measured by the Wilcoxon test on the tested datasets.
We conducted a student's t-test on the test data.
Two new methods were used for the ion source tests on the test bed.
The trained nets have been tested on the test set that is strictly independent to the training and validation set.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com