Table 10.

Extracted rules by the proposed method (Ahmadi et al. dataset).

Rule number	Description	Correctly classified instances	Incorrectly classified instances
3	if (Wobble pairs ⩽ 0.217) && (Number-bulges > 0.038)	78	7
prediction = 0;
7	if (Seed score ⩽ 0.967) && (Wobble pairs > 0.217)	293	12
prediction = 1;
8	if (Number-bulges ⩽ 0.080) && (C proportion ⩽ 0.424)	226	20
prediction = 1;
10	if (Total score ⩽ 0.687) && (Seed score > 0.933)	79	21
prediction = 0;
21	if (WC pairs > 0.333) && (Number-bulges > 0.065)	42	1
prediction = 0;
30	if (Wobble pairs > 0.214) && (G proportion > 0.364) && (U proportion > 0.250) && (Minimum free energy > −12.900)	244	1
prediction = 1;
41	if (Number-bulges ⩽ 0.077) && (C proportion > 0.519) && (I > 0.320)	4	0
prediction = 1;