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ndscape: a structural map of the nested dichotomy space

Dix-Matthews, Maxwell et al.
arXiv (All) · Papers
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machine-learningmethodology
Nested dichotomies (NDs) reduce multiclass classification to a tree of binary classifiers. Tree structure can change accuracy, bias, and variance, but the full space of structures has not been mapped in aggregate. We introduce ndscape, a two-dimensional mapping of ND structures based on depth-weight
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