BMC Medical Informatics and Decision Making

Table 3 Confusion matrices

From: Risk factor mining and prediction of urine protein progression in chronic kidney disease: a machine learning- based study

Model	Predictive	Actual
Model	Predictive	Mild	Advanced
XGBoost	Mild	76	48
XGBoost	Advanced	15	133
GNB	Mild	71	43
GNB	Advanced	20	138
NN	Mild	74	47
NN	Advanced	17	134
Ridge	Mild	70	38
Ridge	Advanced	21	143
LR	Mild	66	28
LR	Advanced	25	153
Ensemble	Mild	68	33
Ensemble	Advanced	23	148
eGFR	Mild	51	64
eGFR	Advanced	40	117
Cre	Mild	78	110
Cre	Advanced	13	71

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ISSN: 1472-6947

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