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Table 3 Performance difference of f1 cross-validation along the different datasets achieved among pipelines configured with different techniques

From: Comparative analysis of predictive methods for early assessment of compliance with continuous positive airway pressure therapy

   D0 D1 D3
Methods Comparisons Avg Max Avg Max Avg Max
Sampling Smote vs None 0.01 -0.02 -0.01 0.04 0.0 0.02
Feature selection Best vs None -0.07 -0.07 -0.05 -0.13 0.0 0.02
Metrics f1 vs prec 0.01 0.02 0.01 0.04 0.01 -0.01
Classifier algorithm Best vs Worst 0.09 0.14 0.14 0.21 0.19 0.20