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Table 5 Evaluation and comparison of prediction models with reduced input data

From: Machine learning models outperform deep learning models, provide interpretation and facilitate feature selection for soybean trait prediction

  1. †XGB = XGBoost, RF = Random Forest, CNN = Convolutional Neural Network, DNN = Deep Neural Network
  2. ‡XGB-DL Diff = Difference in performance between XGBoost & deep learning architectures, RF-DL Diff = Difference in performance between random forest and deep learning architectures
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BMC Plant Biology

ISSN: 1471-2229

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