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The increase in efficiency compared to traditional modeling is such that one can leave behind the idea of building a single model with indications of uncertainty levels.
This represents an important step in building a single model that can be applied to teaching patients and physicians the communication skills associated with improved satisfaction and positive outcomes of care.
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Instead of building a single global model for the whole network, one local model is built for each object, using the known interactions and non-interactions of it as the positive and negative examples.
Instead of building a single regression model to predict the entire range of behaviors in one simplified relationship, ABS seeks to capture emergent phenomena from individual agents.
Furthermore, we show how we can leverage the information contained in related domains by building a single comprehensive model for a set of six SH3 domains further improving the predictive performance.
The model tree approach is much more flexible than the conventional linear regression approach of building a single (global) linear model from the entire training set, because the latter makes the strong assumption that all the compounds have the same relationship between features and log Vss.
Ferrari's policy of building a single, dual-purpose race/road model did not survive long into the 1960s, as the diverging requirements of the two markets necessitated specialization.
Building even a single model therefore is too expensive for the vast majority of sites.
Building a single output.
Used for building a single or multivalued searchable index.
Myth 1: Online learning denotes a single model.
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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