Brazilian Archives of Biology and Technology · 2021 · 15 citations · 18 references
AgricultureAgronomyCrop SciencesMachine LearningClassificationCrop ClassificationLand Cover ClassificationSupport Vector MachinesK-fold Cross-validationK-fold ValidationMachine Learning ClassificationMachine Learning Crop ClassificationSupervised Crop Classification
HIGHLIGHTS Comparative analysis of Machine Learning techniques for Crop prediction. Performance evaluation based on only soil, only environmental characteristics and both. Performance analysis for classifiers using k-fold validation. Performance analysis using data splitting method.
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text
Artificial intelligence: A modern approach
Nils J. Nilsson · Artificial Intelligence · 1996 · 10.7K citations
Classification and regression trees
J. Praagman · European Journal of Operational Research · 1985 · 10.2K citations
Least Squares Support Vector Machine Classifiers
Johan A. K. Suykens, Joos Vandewalle · Neural Processing Letters · 1999 · 9.4K citations · Full text