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Table 2 Performances of the best pipelines in each dataset

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

id ds sm fs metric cls params
 p0 D0 none none precision_weighted SVM [0.001, balanced, 30]
 p1 D1 Smote none f1_weighted SVM [0.001, None, 4, 15]
 p3 D3 Smote Lasso_fs precision_weighted RF [1, 250, gini, 4, None, None]
id cv_prec cv_rec cv_f1 test_prec test_rec test_f1
 p0 0.78+/-0.2 0.74+/-0.17 0.73+/-0.18 0.77 0.85 0.76
 p1 0.84+/-0.06 0.82+/-0.05 0.82+/-0.06 0.85 0.88 0.84
 p3 0.89+/-0.14 0.88+/-0.14 0.87+/-0.15 0.85 0.88 0.84