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. 2022 Sep 13;6(9):e31775. doi: 10.2196/31775

Figure 3.

Figure 3

Performance of the incremental classification predictions for 3 classifiers (logistic regression, random forest, and support vector machine). The x-axis shows the time window for training the classification models starting from day 1 to day 42. The error bands represent the SD of the classification performance for the 5-fold cross-validation.