Browsing by Author "Jouandeau, Nicolas"

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Browsing by Author "Jouandeau, Nicolas"

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  • Senagi, Kennedy; Jouandeau, Nicolas (International Conference on Innovative Techniques and Applications of Artificial Intelligence, 2018-11-16)
    In this paper, we present a non-deterministic strategy for searching for optimal number of trees (NoTs) hyperparameter in Random Forest (RF). Hyperparameter tuning in Machine Learning (ML) algorithms optimizes predictability ...
  • Senagi, Kennedy; Jouandeau, Nicolas (Proceedings of the Federated Conference on Computer Science and Information Systems, 2018)
    In this paper, we present a non-deterministic strategy for searching for optimal number of trees hyperparameter in Random Forest (RF). Hyperparameter tuning in Machine Learning (ML) algorithms is essential. It optimizes ...
  • Senagi, Kennedy; Jouandeau, Nicolas; Kamoni, Peter (Journal of Agricultural Informatics, 2017-11-21)
    In this paper, we present an optimized Machine Learning (ML) algorithm for predicting land suitability for crop (sorghum) production, given soil properties information. We set-up experiments using Parallel Random Forest ...