Construct · 1 fields · 1 citations

Littlestone dimension: a standalone construct

One name. One construct. A landmark on the map.

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Littlestonedimension1 CONSTRUCTLittlestone dimensionLITTLESTONE · LEARNING THEORY

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Learning theory

a combinatorial measure that equals the best possible number of mistakes an online learner must make on a concept class in the worst case.

In learning theory, Littlestone dimension refers to a combinatorial measure that equals the best possible number of mistakes an online learner must make on a concept class in the worst case. This meaning comes from Littlestone (1988) in Machine Learning.[1]

Unit
Recovery means
Measured by

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Nearby constructs

case2 fields · 3 citationsjingle · one word, two constructsclass3 fields · 3 citationsjingle · one word, three constructsdimension4 fields · 5 citationsjingle · one word, four constructs

References

  1. Littlestone, N. (1988). Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Machine Learning, 2(4), 285-318. https://doi.org/10.1007/bf00116827

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