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System Parameters: Linear regression (LR) is used as the default machine learning algorithm (MLA) with one experiment comparing the broker profit of a System using LR with one using Support Vector Machines SVMM).
In the SRA, the number of experiment records associated with a given top-level study can vary from a single study with one experiment record, to a single study with 15,548 experiment records (i.e. there are many studies with few experiments, and few studies with many experiments).
This was labelled as having differences of sensitivity between replicates, and the condition was classified as " sensitive" (Fig. 1B) where the differences across replicates might reflect differences in ChIP efficiency, with one experiment with a lower false positive rate, while the other a lower false negative rate.
Other studies have produced comparable data, with one experiment cited by Dr. Herbert finding that static stretching before or after endurance exercise reduced volunteers' self-reported muscle soreness the next day by a grand total of just half a point on a 100-point scale of discomfort.
Emigrating colonies were presented with one (experiment 1) or two (experiments 2 and 3) available new nest sites positioned in the peripheral dishes of the arena (Figure 1).
All experiments were carried out in venular microvessels with diameters ranging between 35 and 50 µm, with one experiment per microvessel in each animal.
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The respective cDNA samples were labeled with Cy3/Cy5 in one experiment and with Cy5/Cy3 in the other one (label swapping).
Furthermore, 'analysis units' are also created with assays in one experiment annotated with the same topography and any morphology.
Each individual sample was subjected to two hybridizations (dye-swap hybridizations), i.e. the samples were all labeled with Cy3 in one experiment and with Cy5 in another experiment.
Instead of lots of small experiments, you end up with one big experiment, conducted on lots of people.
The stimulus materials were presented in 3 event-related fMRI experiments: 2 experiments with high-proficiency Dutch English bilinguals, and one experiment with English monolinguals.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com