Table 1.
Demographic and clinical characteristics of the IWPC cohort.
Table 2.
Comparison of the performance of individual machine learning algorithms.
Fig 1.
Schematic representation of the configurations of the stacked generalization frameworks (Stack 1 and 2) built from base models.
SV: Support Vector Regression; RR: Ridge Regression; NN: Neural Network; GBT: Light Gradient Boosting Machine.
Table 3.
Overall comparison of the performance of the Stack 1 and 2 with MLR.
Table 4.
Comparison of the performance of the Stack 1 and 2 with MLR in Asians, whites and blacks.
Table 5.
Comparison of the Stack 1 and 2 with MLR in three dose ranges.