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Quality assurance on collected training data.
A second control was done by training neural networks on the collected training data randomly divided into positive and negative examples (Y-scrambling test).
Unsupervised methods that neither rely on previously collected training data nor prescreen for marker genes are therefore of high value.
The said researchers collected training data from the forward kinematics of the 2-Dof and 3-Dof robot manipulator to show the effectiveness of this approach.
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Our findings inform strategies for collecting training data and designing and parameterising ensemble classifiers, such as random forests.
Mr. Striemer, who in his free time logs 4,000 miles a year on his bicycle, was interested in the technical problem of how bicyclists could use their cellphones to collect training data.
By leveraging human skills and abilities in a novel way, I want to solve large-scale computational problems and collect training data to teach computers many of the basic human talents.
An important issue concerns how and when to collect training data.
Dissent and consent moments identify situations for collecting training data that relate to low and high satisfaction levels.
We think it could be useful in diagnosing heart failure and various gut disorders, and we're collaborating with cardiologists and gastroenterologists to collect training data and design algorithms.
While such a homophily-based method is very efficient at predicting a small portion of missing labels in the full social graph, they are inefficient for our use case focused on low and middle income countries where the vast majority of the labels are missing and collecting training data through surveys is costly.
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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