Chapter VI
Machine Learning
82
Figure VI-9 Predictions of the published ANN method (2007).
VI.7. Analysis and Validation of the XGBoost Algorithm
The XGBoost algorithm, originally published in 2020 by Bieman, J. P., et al., is replicated in this
section. The features utilized by this algorithm are displayed in the Table VI-9.
Table VI-9 Features used for the development of the XGBoost model.
Machine Learning
82
Figure VI-9 Predictions of the published ANN method (2007).
VI.7. Analysis and Validation of the XGBoost Algorithm
The XGBoost algorithm, originally published in 2020 by Bieman, J. P., et al., is replicated in this
section. The features utilized by this algorithm are displayed in the Table VI-9.
Table VI-9 Features used for the development of the XGBoost model.