Concepedia

Soil type classification and estimation of soil properties using support vector machines

Miloš Kovačević, Branislav Bajat, Boško Gajić

Geoderma · 2009 · 210 citations · 28 references

Concepts

AgricultureEarth SciencesSoil SciencesSoil ClassificationSoil MechanicsSoil ScienceDiagnostic Soil PropertiesLandform ClassificationSoil InterpretationSoil Physical PropertiesSoil TextureSupport Vector MachinesNonlinear Support Vector MachinesSoil Classification SystemsSoil PropertiesSoil Property PredictionSoil Texture ClassificationSoil-landform ClassificationSupport Vector Machine Classification

References

28

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

A Coefficient of Agreement for Nominal Scales

Jacob Cohen · Educational and Psychological Measurement · 1960 · 41.3K citations

Education, Educational Assessment, Educational Measurement +8

Applied logistic regression

Choice Reviews Online · 1990 · 35.7K citations

Public Health, Biostatistics, Clinical Epidemiology +15

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11