Single Machine Multiclass Supervised Classification Algorithm: Difference between revisions
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A [[Single Machine Multiclass Supervised Classification Algorithm]] is a [[Multiclass Supervised Classification Algorithm]] that ... trains a [[Multiclass Classifier]] is single step. | A [[Single Machine Multiclass Supervised Classification Algorithm]] is a [[Multiclass Supervised Classification Algorithm]] that ... trains a [[Multiclass Classifier]] is single step. | ||
* <B | * <B>See:</B> [[Binary-based Multiclass Supervised Classification Algorithm]]. | ||
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===2004=== | == References == | ||
* ([[ | |||
=== 2004 === | |||
* ([[2004_InDefenseofOneVsAllClassificati|Rifkin & Klatau, 2004]]) ⇒ [[Ryan Rifkin]], and [[Aldebaro Klautau]]. ([[2004]]). “[http://www.jmlr.org/papers/volume5/rifkin04a/rifkin04a.pdf In Defense of One-Vs-All Classification].” In: The Journal of Machine Learning Research, 5. | |||
** ~392 http://scholar.google.com/scholar?cites=1691389116630968804&as_sdt=2000 | ** ~392 http://scholar.google.com/scholar?cites=1691389116630968804&as_sdt=2000 | ||
===2001=== | === 2001 === | ||
* ([[2001_ReducingMulticlassToBinary|Allwein | * ([[2001_ReducingMulticlassToBinary|Allwein et al., 2001]]) ⇒ Erin L. Allwein, [[Robert E. Schapire]], and [[Yoram Singer]]. ([[2001]]). “[http://www.ai.mit.edu/projects/jmlr/papers/volume1/allwein00a/allwein00a0.pdf Reducing Multiclass to Binary: a unifying approach for margin classifiers].” In: The Journal of Machine Learning Research, 1. [http://dx.doi.org/10.1162/15324430152733133 doi:10.1162/15324430152733133] | ||
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Latest revision as of 20:57, 23 September 2021
A Single Machine Multiclass Supervised Classification Algorithm is a Multiclass Supervised Classification Algorithm that ... trains a Multiclass Classifier is single step.
References
2004
- (Rifkin & Klatau, 2004) ⇒ Ryan Rifkin, and Aldebaro Klautau. (2004). “In Defense of One-Vs-All Classification.” In: The Journal of Machine Learning Research, 5.
2001
- (Allwein et al., 2001) ⇒ Erin L. Allwein, Robert E. Schapire, and Yoram Singer. (2001). “Reducing Multiclass to Binary: a unifying approach for margin classifiers.” In: The Journal of Machine Learning Research, 1. doi:10.1162/15324430152733133