Asthma prediction via affinity graph enhanced classifier: a machine learning approach based on routine blood biomarkers

Table 4 AUC and P values of AGEC compared with different models

Algorithm	Prediction accuracy (area under the curve)
Algorithm	AUC	P value
MLFE	0.5201 ± 0.016	0.0304
SVM	0.7034 ± 0.012	0.0302
ERM	0.6632 ± 0.030	0.0298
SVR	0.6312 ± 0.022	0.0305
FWAdaBoost	0.7014 ± 0.002	0.0301
AGEC	0.7401 ± 0.021	0.0305

ISSN: 1479-5876