Construct · 1 fields · 1 citations

multiple instance learning: a standalone construct

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

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Machine learning

learning from labeled bags of instances, where a bag is positive if at least one instance in it is positive.

In machine learning, multiple instance learning refers to learning from labeled bags of instances, where a bag is positive if at least one instance in it is positive. This meaning comes from Dietterich (1997) in Artificial Intelligence.[1]

Unit
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Nearby constructs

intelligence6 fields · 14 citationsjingle · one name, six constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Dietterich, T. G., Lathrop, R. H., & Lozano-Pérez, T. (1997). Solving the multiple instance problem with axis-parallel rectangles. Artificial Intelligence, 89(1-2), 31-71. https://doi.org/10.1016/s0004-3702(96)00034-3

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