Table 6 SVM classification accuracy.

From: A gene selection algorithm for microarray cancer classification using an improved particle swarm optimization

  

BPSO-GCS-ELM

SIW-APSO-ELM

Leukemia

Accuracy-Avg

100 ± 0.00

100 ± 0.00

Brain Cancer

Accuracy-Avg

88.3 ± 0.65

90.21 ± 0.23

Colon

Accuracy-Avg

97.38 ± 0.01

98.45 ± 0.20

SRBCT

Accuracy-Avg

100 ± 0.00

100 ± 0.00

Lung

Accuracy-Avg

94.78 ± 0.04

97.62 ± 0.01

Lymphoma

Accuracy-Avg

100 ± 0.00

100 ± 0.00

11_Tumors

Accuracy-Avg

97.88 ± 0.01

99.87 ± 0.02

DLBCL

Accuracy-Avg

100 ± 0.00

100 ± 0.00