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Table 5 Different thresholds for the classifier and the regressor in the two-stage model

From: Predicting in-hospital length of stay: a two-stage modeling approach to account for highly skewed data

 

Untransformed LOS

Log LOS

 

7

21

35

7

21

35

MAE

1.150

1.202

1.242

1.175

1.119

1.118

Calibration

0.339

0.454

0.476

0.320

0.408

0.418

Sensitivity < 7 days

0.991

0.984

0.978

0.991

0.989

0.988

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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