Multi-class AdaBoost

2009 · Statistics and Its Interface · 1,916 citations · 1 from inside this corpus

Trevor Hastie, Saharon Rosset, Ji Zhu, Hui Zou

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

9 of 9 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
Random Forests	2001	131,109
Greedy function approximation: A gradient boosting machine.	2001	30,137
Classification and Regression Trees.	1986	21,044
Bagging Predictors	1996	17,191
UCI Repository of machine learning databases	1998	10,546
Improved boosting algorithms using confidence-rated predictions	1998	2,573
Boosting the margin: a new explanation for the effectiveness of voting methods	1998	2,344
UCI Repository of Machine Learning Databases	1996	2,343

What cites it, inside the corpus

Paper	Year	Cited
A survey on ensemble learning	2019	1,951

Links

DOI · Open access copy · OpenAlex record

Topics

Imbalanced Data Classification Techniques	Computer Science
Machine Learning and Algorithms	Computer Science
Machine Learning and Data Classification	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports4 author record(s) attached.
supports33 reference(s) recorded.
supportsThe DOI's year agrees with the publication year.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:52+00:00.

sha256 930f5bc64fea8a60…