Table 5.xls (5.5 kB)

Performance of the machine learning algorithms predicting chronic stress derived from applying training algorithms on the validation dataset.

Name: Performance of the machine learning algorithms predicting chronic stress derived from applying training algorithms on the validation dataset.
Published: 2021-05-04T17:24:28+00:00
Keywords: AUC, 550 practice assistants, self-administered TICS-SSCS questio..., work characteristics influence, support vector machine, prediction, ML, regression model Background Occupat..., CI, Chronic stress, practice assistants

dataset

posted on 04.05.2021, 17:24 by Arezoo Bozorgmehr, Anika Thielmann, Birgitta Weltermann

Higher c-statistics results in better algorithm discrimination. The baseline (BL) standard logistic regression model is provided for comparative purposes.

Performance of the machine learning algorithms predicting chronic stress derived from applying training algorithms on the validation dataset.

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