Robert C. Holte

Very Simple Classification Rules Perform Well on Most Commonly Used Datasets

Robert C. Holte · Machine Learning · 1993 · 1.8K citations · Full text

Computing, Computer Science, Data Science +10

Machine Learning for the Detection of Oil Spills in Satellite Radar Images

Miroslav Kubát, Robert C. Holte, Stan Matwin · Machine Learning · 1998 · 1.3K citations · Full text

Computing, Computer Science, Environmental Engineering +14

C4.5, Class Imbalance, and Cost Sensitivity: Why Under-Sampling beats Over-Sampling

Chris Drummond, Robert C. Holte · 2003 · 834 citations

Computing, Computer Science, Data Science +17

Concept learning and the problem of small disjuncts

Robert C. Holte, Liane Acker, Bruce Porter · 1989 · 343 citations

Computing, Computer Science, Knowledge Representation +16

Cost curves: An improved method for visualizing classifier performance

Chris Drummond, Robert C. Holte · Machine Learning · 2006 · 324 citations · Full text

Computing, Computer Science, Data Science +12