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The methods are tested using different data sets, including high-resolution digital elevation models.
The ensemble is then validated and tested using different data samples before being used for classifying new samples by combining the outputs of the models by simple majority or weighted voting.
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We further evaluated the performance of our disambiguation method with four additional tests using different data or techniques.
It is not easy to directly compare our results with others because different research groups conducted different types of tests using different data sets.
Traditional morphology-based taxonomy, is only one way to describe "life's diversity" and species hypotheses developed based on morphology alone should be tested using different approaches with a variety of data sets [ 8].
Indeed, many studies [15, 16, 32, 52 55] have tested various similarity methods using different data sets, typically taking a few well-defined protein targets and validated biological results, but no similarity method showed the same performance against different protein targets tested.
An experimental test campaign is conducted using different data acquisition principles and sensors to monitor structural behaviour.
Table 3 shows the results of training a 28 gene SVM classifier on either GSE4732_p1 or GSE4475 and testing it on other data sets using different data normalization methods.
This approach is tested using three different data sets from Australia involving variogram estimation of soil thickness, kriging of soil pH, and spatial prediction of soil organic carbon content.
As for test data, we used different data from training set.
We used different data sets to test hypotheses that were formulated before the data were available.
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