Journal of Big Data

Table 5 AUC, CA, F1-Score, Precision, And Recall Result with C3FA Imputation

From: Smoothing target encoding and class center-based firefly algorithm for handling missing values in categorical variable

Mechanism_Missing rate	Performance evaluation (C3FA)
Mechanism_Missing rate	AUC	CA	F1-Score	Precision	Recall
MCAR_10	0.965	0.904	0.904	0.904	0.904
MCAR_20	0.965	0.889	0.888	0.889	0.889
MCAR_30	0.933	0.878	0.877	0.877	0.878
MCAR_40	0.943	0.874	0.873	0.873	0.874
MCAR_50	0.933	0.870	0.868	0.868	0.870
MCAR_60	0.920	0.871	0.868	0.870	0.871

Italic is lower result, Bold is higher result

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