Feature Genes Selection Using Supervised Locally Linear Embedding and Correlation Coefficient for Microarray Classification

Table 9

The number of feature genes and classification results.

Method	Leukemia	Colon	Lung	Prostate
IGA-FBFE [13]	94.20 (35)	90.09	91.23 (80)	88.12 (50)
BQPSO [14]	100	92.52	99.96	99.25
CAGC [15]	95.3 (866)	91.9 (135)	—	68.9 (3071)
ILASSO [16]	98.61	90.32	100	96.08
RT-PLSDA [17]	94.12	—	97.99	91.18 (18)
MAHP [18]	92.78	83.47	88.77	—
SU [19]	100	83.87	100	93.14
DRF0-CFS [20]	91.18	90.0	98.66 (17)	85.29 (113)
IG-SGA [21]	97.06	85.48 (60)	—	100 (26)
SLLE-SC^2	99.7	95.4	94.8	97.3