Object-based habitat mapping using very high spatial resolution multispectral and hyperspectral imagery with LiDAR data

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

The Measurement of Observer Agreement for Categorical Data

J. Richard Landis, Gary G. Koch · Biometrics · 1977 · 78.9K citations · Full text

Public Health, Biostatistics, Categorical Data Analysis +12

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

An assessment of the effectiveness of a random forest classifier for land-cover classification

Víctor Rodríguez‐Galiano, Bardan Ghimire, John Rogan et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 2.9K citations

Computing, Earth Sciences, Geoinformatics +10

On the mean accuracy of statistical pattern recognizers

Gary W. Hughes · IEEE Transactions on Information Theory · 1968 · 2.8K citations

Computing, Computer Engineering, Computer Science +17