Table 1.

Resource classifier evaluation scores

TotalCorrect (%)IncorrectUnknown
Group 15028 (56)517
Group 25033 (66)314
Group 35043 (86)34
TotalCorrect (%)IncorrectUnknown
Group 15028 (56)517
Group 25033 (66)314
Group 35043 (86)34

Note: The accuracy of the classifier increases as we test more specific subsets of resource names (more filtered groups). An instance is marked as unknown if the class was inconclusively categorized during manual evaluation, often because of insufficient evidence—this does not necessarily imply that the automatically assigned class is incorrect (e.g. it is correct in cases where the resource mention is not a false-positive hit).

Table 1.

Resource classifier evaluation scores

TotalCorrect (%)IncorrectUnknown
Group 15028 (56)517
Group 25033 (66)314
Group 35043 (86)34
TotalCorrect (%)IncorrectUnknown
Group 15028 (56)517
Group 25033 (66)314
Group 35043 (86)34

Note: The accuracy of the classifier increases as we test more specific subsets of resource names (more filtered groups). An instance is marked as unknown if the class was inconclusively categorized during manual evaluation, often because of insufficient evidence—this does not necessarily imply that the automatically assigned class is incorrect (e.g. it is correct in cases where the resource mention is not a false-positive hit).

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