eISSN 2093-744X
pISSN 1598-2645

Table 4

Overall performance on each dataset

Data	Method	1%	5%	10%	20%	40%	60%	80%	100%	Overall
SST-2	Only original	55.7	84.5	86.7	88.1	89.3	90.2	90.8	91.2	84.6
	EDA	67.1	84.2	87.1	88.3	89.2	90.3	90.5	91.3	86.0
	AEDA	77.8	86.5	89.0	88.6	89.8	90.8	91.1	91.2	88.1
	TF-Low	70.7	85.1	87.6	89.0	89.8	90.6	91.0	91.4	86.9
	STOP	77.5	85.6	87.9	88.2	89.1	90.3	90.3	91.1	87.5
	STOP-SYM	81.6	87.3	88.7	89.2	90.0	91.0	91.2	91.6	88.8

SUBJ	Only original	87.2	92.4	94.4	95.0	95.6	96.1	96.1	96.3	94.1
	EDA	91.7	94.1	95.1	95.0	95.8	95.6	96.5	96.0	95.0
	AEDA	91.5	93.3	94.7	95.5	95.5	95.8	95.6	96.5	94.8
	TF-Low	87.3	93.5	94.2	95.5	95.9	95.9	96.0	96.6	94.4
	STOP	91.0	94.3	94.7	94.9	94.2	94.8	95.9	96.0	94.5
	STOP-SYM	91.9	94.3	95.3	95.6	95.9	96.2	96.1	96.7	95.3

PC	Only original	72.3	91.7	92.9	93.5	94.2	94.5	94.9	95.2	91.2
	EDA	88.1	92.3	93	93.8	94.3	94.3	94.7	95.0	93.2
	AEDA	90.7	92.6	93.3	93.7	94.8	94.8	94.9	95.4	93.8
	TF-Low	90.6	92.6	93.2	94	94.6	94.7	94.8	95.2	93.7
	STOP	89.2	92.1	92.9	93.4	94.1	94.3	94.7	95.2	93.2
	STOP-SYM	90.4	92.4	93.7	94.3	95.1	95.0	95.2	95.5	94.0

CR	Only original	63.2	66.5	68.4	71.7	84.0	84.8	86.2	87.8	76.6
	EDA	54.6	75.1	79.6	82.5	86.6	86.0	87.3	85.7	79.7
	AEDA	63.1	74.7	79.9	84.5	86.1	86.0	84.8	87.1	80.8
	TF-Low	63.4	68.8	80.2	80.9	85.7	85.3	86.5	86.2	79.6
	STOP	61.7	76.1	80.8	81.6	85.9	85.9	86.2	86.2	80.6
	STOP-SYM	63.2	76.6	81.0	83.3	87.5	86.0	86.6	87.1	81.4

TREC	Only original	37.2	60.6	79.4	81.2	94.3	95	95.4	95.6	79.8
	EDA	62.6	80.8	92.3	93.4	95.2	96.4	95.4	96.0	89.0
	AEDA	62.4	84.8	92.2	94.0	95.4	95.6	95.5	96.5	89.6
	TF-Low	60.6	86.0	92.0	93.7	95.7	96.4	96.0	96.1	89.6
	STOP	62.3	85.0	91.4	94.4	95.5	96.2	96.2	96.4	89.7
	STOP-SYM	63.9	87.1	93.6	95.2	96.1	96.5	96.4	96.5	90.7

The bold font indicates the best performance in each test.

International Journal of Fuzzy Logic and Intelligent Systems 2024;24:83~92 https://doi.org/10.5391/IJFIS.2024.24.2.83