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Claim 2.2 hsRF achieves maximum performance with fewer trees than RF (5 times fewer trees) #9

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do8572 opened this issue Dec 24, 2022 · 0 comments

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do8572 commented Dec 24, 2022 •

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2.2 hsRF achieves maximum performance with fewer trees than RF (5 times fewer trees)

Moreover, hsRF tends to achieve its maximum performance with fewer trees than RF without regularization; as a consequence, RF with HS is of-ten able to achieve the same performance with an ensemble that is five times smaller, allowing us to achieve large sav-ings in computational resources.

do8572 changed the title ~~Claim 2.2~~ Claim 2.2 hsRF achieves maximum performance with fewer trees than RF (5 times fewer trees)

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