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词汇 example_english_random-forest
释义

random forest

collocation in English

meanings of randomand forest


These words are often used together. Click on the links below to explore the meanings. Or, see other collocations with forest.
random
adjective
uk /ˈræn.dəm/ us /ˈræn.dəm/
happening, done, or chosen by chance rather than according to ...
See more at random
forest
noun[C or U]
uk /ˈfɒr.ɪst/ us /ˈfɔːr.ɪst/
a large area of land covered with trees and plants, usually larger than a wood, or the trees and ...
See more at forest


Examples of random forest


These examples are from corpora and from sources on the web. Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors.
As an example, the randomforest algorithm combines random decision trees with bagging to achieve very high classification accuracy.
From
Wikipedia

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By building a regularized randomforest, a compact set of non-redundant features can be selected without loss of predictive information.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
The randomforest is another method: it outputs the prediction that is the mode of the predictions output by individual models.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
Random subspace method is a generalization of the randomforest algorithm.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
These scores are then used to build a randomforest machine-learning classifier which will then classify pixels in any given image.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
These data have been used to create a randomforest model for melting point prediction which is now available as a free-to-use webservice.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
According to measurements performed on a number of random forests, this refinement yields a performance increase that is consistently comprised between 0 and 10 percent.
According to measurements performed on a number of random forests, this refinement yields a performance increase that is consistently comprised between 20% and 30%.
This research involved the development and comparison of different computational modelling methods including artificial neural networks, support vector machines, random forests and logistical regression.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
In recent times, random forests have gained popularity.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
Whereas random forests are composed of decision trees, a random subspace classifier can be composed from any underlying classifiers.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
These examples are from corpora and from sources on the web. Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors.
Want to learn more?
Go to the definition of random
Go to the definition of forest
See other collocations with forest
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