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machine learning
[ muh-sheen lur-ning ]
noun
- the capacity of a computer to process and evaluate data beyond programmed algorithms, through contextualized inference (often used attributively). cognitive computing ( def ), deep learning ( def ), neural network ( def 2 ).
machine learning
noun
- a branch of artificial intelligence in which a computer generates rules underlying or based on raw data that has been fed into it
Word History and Origins
Origin of machine learning1
Example Sentences
"The use of machine learning helped us to identify clear signatures for these unique systems that we weren't able to easily identify with just a few datapoints alone," says co-author Joshua Speagle, a professor in the David A. Dunlap Department for Astronomy & Astrophysics and Department of Statistical Sciences at U of T. "It also allowed us to automate our search across hundreds of clusters, a task that would have been impossible if we were trying to identify these systems manually."
The researchers used machine learning to analyze data from three major sources: the European Space Agency's Gaia mission -- a space telescope that has studied over a billion stars in our galaxy -- along with observations from the 2MASS and Pan-STARRS1 surveys.
The Yakimovich group "Machine Learning for Infection and Disease" aims to understand the complex network of molecular interactions that is active after the body has been infected with a pathogen.
The use of the new possibilities of machine learning is key here.
In contrast, the author's machine learning algorithm is equipped with atmospheric physics equations that can produce more accurate results faster and with less data.
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