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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