Solving Multiclass Learning Problems via Error-Correcting Output Codes


Multiclass learning problems involve nding a de nition for an unknown function f(x) whose range is a discrete set containing k > 2 values (i.e., k \classes"). The de nition is acquired by studying collections of training examples of the form hxi; f(xi)i. Existing approaches to multiclass learning problems include direct application of multiclass algorithms… (More)
DOI: 10.1613/jair.105


1 Figure or Table


Citations per Year

2,867 Citations

Semantic Scholar estimates that this publication has 2,867 citations based on the available data.

See our FAQ for additional information.

Slides referencing similar topics