Soil Classification and Crop Suggestion using Machine Learning
Archana Reddy K M
2020International Journal for Research in Applied Science and Engineering Technology17 citationsDOIOpen Access PDF
Abstract
Bagging Classifier, Support Vector Machine, and k-Nearest Neighbour for soil classification and crop recommendation. We have trained these algorithms with the training data and later these were tested with test dataset. Then compared the performances of all the tested methods to arrive at the best outcome.
Topics & Concepts
AgricultureEconomic shortageGross domestic productMachine learningAgricultural engineeringSupport vector machineClassifier (UML)Product (mathematics)Agricultural scienceAgricultural economicsComputer scienceArtificial intelligenceMathematicsStatisticsEconomicsEnvironmental scienceGeographyEngineeringEconomic growthGovernment (linguistics)LinguisticsPhilosophyGeometryArchaeologySmart Agriculture and AISoil and Land Suitability AnalysisSoil Geostatistics and Mapping