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We chose not to include any simulation data in the test data set to evaluate the neural network because we felt that it would be a less-direct measure of how the algorithm would perform on data from a real-world, patient care environment.
The Linux architecture itself is, to an extent, monolithic (not in the computing sense but in the metaphorical sense), and every action you perform on data within it is self-contained on the disk.
Data based on an additive model: we also generated data according to an additive model structure in order to analyze how well FABIA and FABIAS perform on data not satisfying the multiplicative model assumptions.
Additionally, though we previously showed that this approach was valuable in cell culture studies it also remained unclear how it would perform on data from very different kinds of samples, such as those from liver biopsies of HCV-positive patients.
If two alignment algorithms perform similarly, there should be a relatively small number of reads in class 2, 3 and 4 as shown in Figure 2. In order to evaluate how different alignment algorithms perform on data containing reads generated from regions with more repetitive sequences, we use two simulated data sets.
Next, we repeat the same comparison with two different eyetrackers, the 300Hz Tobii TX300 and the 1000 Hz Eyelink 1000, in order to see how well they perform on data that are of higher quality and of a higher temporal resolution.
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Statistical analysis was performed on data derived from three or more independent experiments using the Student's t-test.
Behavioral analyses were performed on data of 17 participants, EEG analyses on a subset (N = 13).
The AHP was performed on data from 50 valid returned questionnaires.
Frequency analysis was also performed on data before and after the change point.
A test of normality performed on data on soil characteristics showed non-normal distribution.
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