Interpretable CNN for ischemic stroke subtype classification with active model adaptation

Table 6 Comparison of different preprocessing method

Preprocessing method	Accuracy	AUC	Recall	Precision	F1-score
Scale	0.4621	0.5927	0.4621	0.6040	0.4614
Standard Scaler	0.4534	0.5878	0.4534	0.6007	0.4541
Min–Max	0.4903	0.6052	0.4903	0.5980	0.4760
Max Abs Scaler	0.5110	0.6165	0.5110	0.6087	0.4894
L1	0.5539	0.6192	0.5539	0.5720	0.4398
L2	0.5535	0.6372	0.5535	0.5829	0.4702
Ours	0.6020	0.6757	0.6020	0.6213	0.5141

ISSN: 1472-6947