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. 2022 Apr 20;5:50. doi: 10.1038/s41746-022-00594-w

Table 2.

Confusion matrix of neural network model trained and tested on only appointment records without missing information (mean and 90% confidence interval over 10-fold cross-validation are shown).

Real shows Real no-shows
Predicted shows 21441.0 [21405.5,21469.1] 1001.0 [969.9,1033.1]
Predicted no-shows 1172.8 [1148.7,1204.2] 4905.7 [4871.8,4937.4]
Confusion matrix (row sum ratio/confidence interval over 10-fold cross-validation).
Predicted shows 0.96 [0.95,0.96] 0.04 [0.04,0.05]
Predicted no-shows 0.19 [0.19,0.20] 0.81 [0.81,0.81]