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Classification Calibration Dimension for General Multiclass Losses

Published on Jan 14, 20132773 Views

We study consistency properties of surrogate loss functions for general multiclass classification problems, defined by a general loss matrix. We extend the notion of classification calibration, which

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Chapter list

Classification Calibration Dimension for General Multiclass Losses00:00
Background00:06
Classification Calibration Dimension01:29
Analysis of Pairwise Subset Ranking Using the Classification Calibration Dimension02:16