Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches
Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage
Topics & Concepts
Gradient boostingDeep learningArtificial intelligenceBoosting (machine learning)Machine learningYield (engineering)Feature (linguistics)Computer sciencePipeline (software)Crop yieldRemote sensingPattern recognition (psychology)Random forestGeographyAgronomyMaterials scienceProgramming languageLinguisticsBiologyMetallurgyPhilosophyRemote Sensing in AgricultureSmart Agriculture and AILeaf Properties and Growth Measurement