Locally adaptive k parameter selection for nearest neighbor classifier: one nearest cluster

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.3K citations

Engineering, Machine Learning, Data Science +7

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demšar · 2006 · 11.2K citations

Data Classification, Classification Method, Engineering +13

Complexity measures of supervised classification problems

Tin Kam Ho, Mitra Basu · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 701 citations

Artificial Intelligence, Engineering, Machine Learning +20

UCI Machine Learning Repository, University of California, Irvine, School of Information and Computer Sciences

Astrid Asunción · Medical Entomology and Zoology · 2007 · 642 citations

Artificial Intelligence, Data Classification, Engineering +9

Learning a Mahalanobis distance metric for data clustering and classification

Shiming Xiang, Feiping Nie, Changshui Zhang · Pattern Recognition · 2008 · 604 citations

Document Clustering, Data Classification, Classification Method +12