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Table 1 Model performance improves when trends and temporal changes are taken into account

From: CDSS-RM: a clinical decision support system reference model

Feature set (input)

AGE, SEX, MEAN BG

AGE, SEX, MEAN BG, BG TREND

R squared

0.56

0.84

Absolute error

67.57%

44.57%

  1. Scheme: weka.classifiers.functions.LinearRegression -S 0 -R 1.0E-8 -num-decimal-places 4, Instances: 200, Test mode: 10-fold cross-validation
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BMC Medical Research Methodology

ISSN: 1471-2288

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