Table 4 Comparative results on the NASA software bug prediction dataset samples.

From: Feature importance feedback with Deep Q process in ensemble-based metaheuristic feature selection algorithms

Metric

TMFS45

GSCLM46

Bi QFS23

This work

P (%)

91.0

89.5

90.0

97.5

A (%)

88.0

87.0

89.5

96.5

R (%)

87.5

86.0

90.5

95.8

AUC (%)

90.0

89.0

92.0

96.9

Sp ()

90.0

88.5

91.0

97.4

D (ms)

55

65

52

40