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It is concluded that ANNs can be of use whenever data are incomplete and/or generalization from a set of examples is required.
The use of positive (interacting pairs of proteins) and negative (non-interacting pairs of proteins) examples is required for training and assessing the performance of the classifier.
This effect was anticipated but could not be obviated as the provision of examples is required to achieve a common understanding of a factor.
The methods described here can be used to find optimal experiment designs for high-dimensional prediction problems where cost per individual of measuring or analyzing the response variable is too high, and therefore, a small number of training examples is required.
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The message certainly isn't falling on deaf ears, but more specific examples are required to judge how well Microsoft is delivering on that promise.
In order to learn the concept of stairs, only a small number of examples were required.
Positive and negative examples are required to train SVMs and evaluate their performance.
The questionnaire was translated without difficulty and minimal culturally-specific examples were required.
When training the classification model, negative (non-interacting) examples are required.
Predominantly, the genes mutated in these examples are required for genome maintenance, either in the form of DNA repair or in the cell cycle-regulatory response to DNA damage.
The Fed, for example, is required by law to end some when the need is no longer urgent.
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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