Journal of Big Data

Table 12 Tukey’s HSD Results for F1 Score: Scenario Factor

From: The effect of feature extraction and data sampling on credit card fraud detection

First Step	Second Step	F1-Score	Order
Sampling	None	0.807	a
Sampling	CAE	0.788	b
Sampling	PCA	0.730	c
CAE	None	0.717	d
CAE	Sampling	0.713	d
PCA	None	0.691	e
None	None	0.688	e
PCA	Sampling	0.676	f

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