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. 2021 Jun 18;12:658621. doi: 10.3389/fpls.2021.658621

TABLE 7.

Area under the receiver operating characteristic (ROC) curve derived using c-statistic for 10-fold cross-validation sets.

Proximal Aerial


Folds N Ordinal Binary N Ordinal Binary
1 16 0.83 0.82 16 0.92 0.94
2 16 0.83 0.82 16 0.93 0.93
3 16 0.83 0.81 17 0.92 0.93
4 17 0.84 0.83 17 0.93 0.94
5 17 0.82 0.82 17 0.92 0.93
6 17 0.83 0.81 17 0.93 0.93
7 17 0.83 0.82 17 0.92 0.94
8 17 0.84 0.83 17 0.94 0.93
9 17 0.83 0.85 17 0.92 0.92
10 17 0.82 0.82 17 0.92 0.93
Total 167 168
Mean 0.83 0.82 0.93 0.93

N is the number of data points assigned to the validation set for that fold. The model used for the c-statistic on each validation set was trained using the remaining (167 – N for proximal, and 168 – N for aerial) data points. All 10-fold sets were randomly generated.