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Generation of a baseline, where an adult human evaluator validated the semantic relationships generated by the algorithm and defined a baseline for the concepts of this evaluation.
For a cell's firing rate curve on a trajectory [ x 1, x 2, …, x N ], we defined a baseline firing rate as the 30th percentile of [ x 1, x 2, …, x N ].
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By defining a baseline of what it means to be healthy, it is a lot easier to detect changes and pick up serious, life-threatening diseases before they become dangerous.
Incidence was ensured by defining a baseline period without ADHD-diagnosis in 2006.
The most common way of anomaly detection in time series is to define a baseline.
Together, these scenarios define a baseline against which the impacts of alternative technologies can be measured.
Performance monitoring tools help control engineers to quantify the performance of a particular control strategy, compare multiple control strategies among themselves, and define a baseline for such comparisons.
Given this dilemma, this study assessed the awareness and perception of adhesion formation among gynaecologists in Germany in order to define a baseline for further research and education.
For all key scenarios such as self-driving cars, photo recognition, speech to text etc, especially with multiple service providers, the industry needs the ability to define a baseline and standards against which all other new or existing AI engines are evaluated and stack ranked (for example, consider the AI equivalent of 5-Star Safety Ratings from the NHSTA for self-driving cars).
To measure the motivation (Goal 2) and the knowledge gain (Goal 3), the test was conducted using the "one group pre-test post-test study" (Heffner 2004) that defines a baseline score using a pre-test and measures the outcomes of the treatment using a post-test.
Defining a baseline truth for method evaluation in the general problem is a much more involved task as it is often difficult to decide (based on listening and visual inspection of spectrograms) whether two syllables, which have been chosen from a song on random basis, are similar and different experts might likely come to different conclusions.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com